encode_decode_test.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 사용하는 라이브러리 가져오기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from third_party.midi_processor.processor import Event, SplitNote, _merge_note, encode_midi, encode_midi_JE, _control_preprocess, _note_preprocess, _divide_note, _make_time_sift_events, _snote2events, _snote2events_JE, _event_seq2snote_seq, _event_seq2snote_seq_JE, encode_midi, encode_midi_JE\n",
    "import pretty_midi\n",
    "import random"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import glob\n",
    "# 데이터 디렉토리 path 지정하기\n",
    "dir_path = '/home/bang/다운로드/maestro-v2.0.0-midi/maestro_midi'\n",
    "\n",
    "set1 = glob.glob(os.path.join(dir_path, '*'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# data path 지정하기\n",
    "# file_path = '/home/bang/PycharmProjects/POP909-Dataset/pop909_midi/562.mid'   # controlChange가 없는 데이터\n",
    "file_path = '/home/bang/PycharmProjects/POP909-Dataset/pop909_midi/002.mid'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## encoding 비교하기!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "음차의 duration 사용된 토큰 개수 비교하기\n",
      "interval, duration: 31\n",
      "interval, duration: 32\n",
      "interval, duration: 31\n",
      "interval, duration: 29\n",
      "interval, duration: 32\n",
      "interval, duration: 31\n",
      "interval, duration: 32\n",
      "interval, duration: 31\n",
      "interval, duration: 32\n",
      "interval, duration: 32\n",
      "interval, duration: 31\n",
      "interval, duration: 0\n",
      "interval, duration: 31\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_13043/1733252744.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"음차의 duration 사용된 토큰 개수 비교하기\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mmid\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mset1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0minterval\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi_JE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlogspace\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"interval, duration:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0minterval\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;36m254\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m355\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/PycharmProjects/MusicTransformer-Pytorch/third_party/midi_processor/processor.py\u001b[0m in \u001b[0;36mencode_midi_JE\u001b[0;34m(file_path, logspace)\u001b[0m\n\u001b[1;32m    368\u001b[0m     \u001b[0mcur_time\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    369\u001b[0m     \u001b[0mcur_vel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 370\u001b[0;31m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    371\u001b[0m     \u001b[0mnotes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, midi_file, resolution, initial_tempo)\u001b[0m\n\u001b[1;32m     57\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmidi_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msix\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstring_types\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     58\u001b[0m                 \u001b[0;31m# If a string was given, pass it as the string filename\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 59\u001b[0;31m                 \u001b[0mmidi_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmido\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMidiFile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmidi_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     60\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     61\u001b[0m                 \u001b[0;31m# Otherwise, try passing it in as a file pointer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/midifiles/midifiles.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, filename, file, type, ticks_per_beat, charset, debug, clip)\u001b[0m\n\u001b[1;32m    314\u001b[0m         \u001b[0;32melif\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfilename\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    315\u001b[0m             \u001b[0;32mwith\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfilename\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'rb'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mfile\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 316\u001b[0;31m                 \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_load\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfile\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    317\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    318\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0madd_track\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/midifiles/midifiles.py\u001b[0m in \u001b[0;36m_load\u001b[0;34m(self, infile)\u001b[0m\n\u001b[1;32m    349\u001b[0m                     \u001b[0m_dbg\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Track {}:'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mformat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mi\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    350\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 351\u001b[0;31m                 self.tracks.append(read_track(infile,\n\u001b[0m\u001b[1;32m    352\u001b[0m                                               \u001b[0mdebug\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    353\u001b[0m                                               clip=self.clip))\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/midifiles/midifiles.py\u001b[0m in \u001b[0;36mread_track\u001b[0;34m(infile, debug, clip)\u001b[0m\n\u001b[1;32m    218\u001b[0m             \u001b[0mmsg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_sysex\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minfile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdelta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    219\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 220\u001b[0;31m             \u001b[0mmsg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mread_message\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minfile\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mstatus_byte\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpeek_data\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdelta\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mclip\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    221\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    222\u001b[0m         \u001b[0mtrack\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/midifiles/midifiles.py\u001b[0m in \u001b[0;36mread_message\u001b[0;34m(infile, status_byte, peek_data, delta, clip)\u001b[0m\n\u001b[1;32m    136\u001b[0m                 \u001b[0;32mraise\u001b[0m \u001b[0mIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'data byte must be in range 0..127'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    137\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 138\u001b[0;31m     \u001b[0;32mreturn\u001b[0m \u001b[0mMessage\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfrom_bytes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstatus_byte\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0mdata_bytes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mdelta\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    139\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    140\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/messages.py\u001b[0m in \u001b[0;36mfrom_bytes\u001b[0;34m(cl, data, time)\u001b[0m\n\u001b[1;32m    122\u001b[0m         \"\"\"\n\u001b[1;32m    123\u001b[0m         \u001b[0mmsg\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcl\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__new__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcl\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 124\u001b[0;31m         \u001b[0mmsgdict\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdecode_message\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    125\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m'data'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmsgdict\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    126\u001b[0m             \u001b[0mmsgdict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSysexData\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmsgdict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/decode.py\u001b[0m in \u001b[0;36mdecode_message\u001b[0;34m(msg_bytes, time, check)\u001b[0m\n\u001b[1;32m    105\u001b[0m         \u001b[0mmsg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_SPECIAL_CASES\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstatus_byte\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    106\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 107\u001b[0;31m         \u001b[0mmsg\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupdate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_decode_data_bytes\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mstatus_byte\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    109\u001b[0m     \u001b[0;32mreturn\u001b[0m \u001b[0mmsg\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/decode.py\u001b[0m in \u001b[0;36m_decode_data_bytes\u001b[0;34m(status_byte, data, spec)\u001b[0m\n\u001b[1;32m     50\u001b[0m     \u001b[0;31m# TODO: better name than args?\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     51\u001b[0m     \u001b[0mnames\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mname\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mspec\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'value_names'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;34m!=\u001b[0m \u001b[0;34m'channel'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 52\u001b[0;31m     \u001b[0margs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m{\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnames\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m}\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     53\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     54\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mstatus_byte\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mCHANNEL_MESSAGES\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "print(\"음차의 duration 사용된 토큰 개수 비교하기\")\n",
    "for mid in set1:\n",
    "    interval = encode_midi_JE(mid, logspace = True)\n",
    "    print(\"interval, duration:\", len(set([i for i in interval if 254 < i < 355])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "midi-like랑 음차의 note_on 개수 비교하기\n",
      "midi_like : 42 , interval: 68\n",
      "midi_like : 81 , interval: 102\n",
      "midi_like : 39 , interval: 48\n",
      "midi_like : 56 , interval: 87\n",
      "midi_like : 75 , interval: 125\n",
      "midi_like : 68 , interval: 94\n",
      "midi_like : 81 , interval: 129\n",
      "midi_like : 67 , interval: 96\n",
      "midi_like : 73 , interval: 120\n",
      "midi_like : 79 , interval: 136\n",
      "midi_like : 73 , interval: 77\n",
      "midi_like : 0 , interval: 0\n",
      "midi_like : 62 , interval: 93\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_13043/103389059.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mmid\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mset1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0mmidi_like\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m     \u001b[0minterval\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi_JE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"midi_like :\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmidi_like\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m128\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\", interval:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0minterval\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m255\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/PycharmProjects/MusicTransformer-Pytorch/third_party/midi_processor/processor.py\u001b[0m in \u001b[0;36mencode_midi_JE\u001b[0;34m(file_path, logspace)\u001b[0m\n\u001b[1;32m    368\u001b[0m     \u001b[0mcur_time\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    369\u001b[0m     \u001b[0mcur_vel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 370\u001b[0;31m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    371\u001b[0m     \u001b[0mnotes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, midi_file, resolution, initial_tempo)\u001b[0m\n\u001b[1;32m    101\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    102\u001b[0m             \u001b[0;31m# Populate the list of instruments\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 103\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_load_instruments\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmidi_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    104\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    105\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m_load_instruments\u001b[0;34m(self, midi_data)\u001b[0m\n\u001b[1;32m    371\u001b[0m                 \u001b[0;31m# Store control changes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m                 \u001b[0;32melif\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'control_change'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 373\u001b[0;31m                     control_change = ControlChange(\n\u001b[0m\u001b[1;32m    374\u001b[0m                         \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    375\u001b[0m                         self.__tick_to_time[event.time])\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/containers.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, number, value, time)\u001b[0m\n\u001b[1;32m     68\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     69\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnumber\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 70\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnumber\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnumber\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     71\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     72\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "print(\"midi-like랑 음차의 note_on 개수 비교하기\")\n",
    "for mid in set1:\n",
    "    midi_like = encode_midi(mid)\n",
    "    interval = encode_midi_JE(mid, True)\n",
    "    print(\"midi_like :\",len(set([i for i in midi_like if i < 128])), \", interval:\", len(set([i for i in interval if i < 255])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "midi_like time_shift: 56 , interval: 65\n",
      "midi_like time_shift: 76 , interval: 81\n",
      "midi_like time_shift: 15 , interval: 16\n",
      "midi_like time_shift: 40 , interval: 43\n",
      "midi_like time_shift: 93 , interval: 96\n",
      "midi_like time_shift: 88 , interval: 90\n",
      "midi_like time_shift: 76 , interval: 91\n",
      "midi_like time_shift: 59 , interval: 65\n",
      "midi_like time_shift: 99 , interval: 98\n",
      "midi_like time_shift: 85 , interval: 89\n",
      "midi_like time_shift: 29 , interval: 29\n",
      "midi_like time_shift: 0 , interval: 0\n",
      "midi_like time_shift: 80 , interval: 79\n",
      "midi_like time_shift: 97 , interval: 97\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_13043/927890406.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mmid\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mset1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m     \u001b[0mmidi_like\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0minterval\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi_JE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"midi_like time_shift:\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmidi_like\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;36m255\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m355\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\", interval:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mi\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m \u001b[0;32min\u001b[0m \u001b[0minterval\u001b[0m \u001b[0;32mif\u001b[0m  \u001b[0;36m354\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0mi\u001b[0m \u001b[0;34m<\u001b[0m \u001b[0;36m455\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/PycharmProjects/MusicTransformer-Pytorch/third_party/midi_processor/processor.py\u001b[0m in \u001b[0;36mencode_midi_JE\u001b[0;34m(file_path, logspace)\u001b[0m\n\u001b[1;32m    368\u001b[0m     \u001b[0mcur_time\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    369\u001b[0m     \u001b[0mcur_vel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 370\u001b[0;31m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    371\u001b[0m     \u001b[0mnotes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, midi_file, resolution, initial_tempo)\u001b[0m\n\u001b[1;32m    101\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    102\u001b[0m             \u001b[0;31m# Populate the list of instruments\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 103\u001b[0;31m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_load_instruments\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmidi_data\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    104\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    105\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m_load_instruments\u001b[0;34m(self, midi_data)\u001b[0m\n\u001b[1;32m    371\u001b[0m                 \u001b[0;31m# Store control changes\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    372\u001b[0m                 \u001b[0;32melif\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'control_change'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 373\u001b[0;31m                     control_change = ControlChange(\n\u001b[0m\u001b[1;32m    374\u001b[0m                         \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcontrol\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    375\u001b[0m                         self.__tick_to_time[event.time])\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/containers.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, number, value, time)\u001b[0m\n\u001b[1;32m     68\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     69\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnumber\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 70\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnumber\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnumber\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     71\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalue\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     72\u001b[0m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "for mid in set1:\n",
    "    midi_like = encode_midi(mid)\n",
    "    interval = encode_midi_JE(mid, True)\n",
    "    print(\"midi_like time_shift:\",len(set([i for i in midi_like if 255 < i < 355])), \", interval:\", len(set([i for i in interval if  354 < i < 455])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "midi-like와 음차의 총 사용된 토큰 비교하기\n",
      "midi_like : 165 , interval: 188\n",
      "midi_like : 269 , interval: 245\n",
      "midi_like : 115 , interval: 117\n",
      "midi_like : 178 , interval: 184\n",
      "midi_like : 274 , interval: 283\n",
      "midi_like : 253 , interval: 243\n",
      "midi_like : 269 , interval: 282\n",
      "midi_like : 220 , interval: 218\n",
      "midi_like : 274 , interval: 278\n",
      "midi_like : 275 , interval: 288\n",
      "midi_like : 203 , interval: 164\n",
      "midi_like : 0 , interval: 0\n",
      "midi_like : 229 , interval: 227\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_13043/3436350404.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"midi-like와 음차의 총 사용된 토큰 비교하기\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mmid\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mset1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m     \u001b[0mmidi_like\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      4\u001b[0m     \u001b[0minterval\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mencode_midi_JE\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmid\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m     \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"midi_like :\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmidi_like\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\", interval:\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0minterval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/PycharmProjects/MusicTransformer-Pytorch/third_party/midi_processor/processor.py\u001b[0m in \u001b[0;36mencode_midi\u001b[0;34m(file_path)\u001b[0m\n\u001b[1;32m    338\u001b[0m     \u001b[0mdnotes\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_divide_note\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnotes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    339\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 340\u001b[0;31m     \u001b[0mdnotes\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msort\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mx\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    341\u001b[0m     \u001b[0;31m# print('sorted:')\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    342\u001b[0m     \u001b[0;31m# print(dnotes)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/pretty_midi/pretty_midi.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, midi_file, resolution, initial_tempo)\u001b[0m\n\u001b[1;32m     66\u001b[0m                 \u001b[0mtick\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     67\u001b[0m                 \u001b[0;32mfor\u001b[0m \u001b[0mevent\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mtrack\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 68\u001b[0;31m                     \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0mtick\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     69\u001b[0m                     \u001b[0mtick\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mevent\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     70\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/messages.py\u001b[0m in \u001b[0;36m_setattr\u001b[0;34m(self, name, value)\u001b[0m\n\u001b[1;32m    174\u001b[0m                                                        name))\n\u001b[1;32m    175\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 176\u001b[0;31m             \u001b[0mcheck_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    177\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'data'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    178\u001b[0m                 \u001b[0mvars\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mSysexData\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/checks.py\u001b[0m in \u001b[0;36mcheck_value\u001b[0;34m(name, value)\u001b[0m\n\u001b[1;32m     84\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     85\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mcheck_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 86\u001b[0;31m     \u001b[0m_CHECKS\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     87\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     88\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/site-packages/mido/messages/checks.py\u001b[0m in \u001b[0;36mcheck_time\u001b[0;34m(time)\u001b[0m\n\u001b[1;32m     60\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     61\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mcheck_time\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 62\u001b[0;31m     \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0misinstance\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mReal\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     63\u001b[0m         \u001b[0;32mraise\u001b[0m \u001b[0mTypeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'time must be int or float'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     64\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/anaconda3/lib/python3.8/abc.py\u001b[0m in \u001b[0;36m__instancecheck__\u001b[0;34m(cls, instance)\u001b[0m\n\u001b[1;32m     94\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0m_abc_register\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msubclass\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     95\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m         \u001b[0;32mdef\u001b[0m \u001b[0m__instancecheck__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minstance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     97\u001b[0m             \u001b[0;34m\"\"\"Override for isinstance(instance, cls).\"\"\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     98\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0m_abc_instancecheck\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mcls\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0minstance\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "print(\"midi-like와 음차의 총 사용된 토큰 비교하기\")\n",
    "for mid in set1:\n",
    "    midi_like = encode_midi(mid)\n",
    "    interval = encode_midi_JE(mid, True)\n",
    "    print(\"midi_like :\",len(set(midi_like)), \", interval:\", len(set(interval)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 시작!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from tqdm import tqdm "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 1281/1281 [05:23<00:00,  3.96it/s]\n"
     ]
    }
   ],
   "source": [
    "# 모든 음악의 duration 계산하는 코드\n",
    "\n",
    "duration = []\n",
    "for mid in tqdm(set1):\n",
    "    mid = pretty_midi.PrettyMIDI(midi_file=mid)\n",
    "    \n",
    "    notes  = []\n",
    "    events = []\n",
    "\n",
    "    for inst in mid.instruments:\n",
    "        inst_notes = inst.notes\n",
    "        # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "        # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "        ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "        notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "    cur_time = 0\n",
    "    cur_vel = 0\n",
    "\n",
    "    for snote in notes:\n",
    "        events += _make_time_shift_events_and_duration_JE(prev_time=cur_time, note_on_time=snote.start)\n",
    "        events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch)\n",
    "        # events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "\n",
    "        cur_time = snote.start\n",
    "        cur_vel = snote.velocity\n",
    "    #print(len( [e.value for e in events if e.type=='duration']) )\n",
    "    try:\n",
    "        duration += random.sample([e.value for e in events if e.type=='duration'], 1)\n",
    "    except:\n",
    "        duration += [e.value for e in events if e.type=='duration']\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1272"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(duration)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## plot 그리기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.boxplot(duration)\n",
    "plt.ylim([0, 500])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "plt.hist(duration)\n",
    "plt.ylim([0, 1500])\n",
    "plt.xlim([0, 4000])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## encoding 방법 고안하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "events = []\n",
    "notes = []\n",
    "mid = pretty_midi.PrettyMIDI(midi_file=file_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'Note' object has no attribute 'time'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_13043/1918571456.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     24\u001b[0m         \u001b[0mevents\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0m_make_time_sift_events\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprev_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcur_time\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpost_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msnote\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     25\u001b[0m         \u001b[0;31m# events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 26\u001b[0;31m         \u001b[0mevents\u001b[0m \u001b[0;34m+=\u001b[0m \u001b[0m_make_time_sift_events\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mprev_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mcur_time\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpost_time\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msnote\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtime\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     27\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m         \u001b[0mcur_time\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msnote\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstart\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'Note' object has no attribute 'time'"
     ]
    }
   ],
   "source": [
    "sum = 0\n",
    "\n",
    "for mid in set1:\n",
    "    mid = pretty_midi.PrettyMIDI(midi_file=mid)\n",
    "    \n",
    "    notes  = []\n",
    "    events = []\n",
    "    duration = []\n",
    "\n",
    "    for inst in mid.instruments:\n",
    "        inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    # print([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "    dnotes = _divide_note(notes)\n",
    "\n",
    "    cur_time = 0\n",
    "    cur_vel = 0\n",
    "\n",
    "    for snote in notes:\n",
    "        events += _make_time_sift_events(prev_time=cur_time, post_time=snote.start)\n",
    "        # events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch)\n",
    "        # events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "\n",
    "        cur_time = snote.start\n",
    "        cur_vel = snote.velocity\n",
    "        \n",
    "        duration += [e.value for e in events if e.type=='duration']\n",
    "\n",
    "    event2int = [e.to_int_JE() for e in events]\n",
    "    \n",
    "    print(len(set([i for i in event2int if i < 256])))\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "ename": "Error",
     "evalue": "Session cannot generate requests",
     "output_type": "error",
     "traceback": [
      "Error: Session cannot generate requests",
      "at S.executeCodeCell (/home/bang/.vscode/extensions/ms-toolsai.jupyter-2021.10.1101450599/out/client/extension.js:66:301742)",
      "at S.execute (/home/bang/.vscode/extensions/ms-toolsai.jupyter-2021.10.1101450599/out/client/extension.js:66:300732)",
      "at S.start (/home/bang/.vscode/extensions/ms-toolsai.jupyter-2021.10.1101450599/out/client/extension.js:66:296408)",
      "at runMicrotasks (<anonymous>)",
      "at processTicksAndRejections (internal/process/task_queues.js:93:5)",
      "at async t.CellExecutionQueue.executeQueuedCells (/home/bang/.vscode/extensions/ms-toolsai.jupyter-2021.10.1101450599/out/client/extension.js:66:312326)",
      "at async t.CellExecutionQueue.start (/home/bang/.vscode/extensions/ms-toolsai.jupyter-2021.10.1101450599/out/client/extension.js:66:311862)"
     ]
    }
   ],
   "source": [
    "print(\"note_on을 몇 개 썼을까용??\", sum/len(set1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "notes  = []\n",
    "events = []\n",
    "duration = []\n",
    "\n",
    "for inst in mid.instruments:\n",
    "    inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    # print([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "dnotes = _divide_note(notes)\n",
    "\n",
    "cur_time = 0\n",
    "cur_vel = 0\n",
    "\n",
    "for snote in notes:\n",
    "    events += _make_time_sift_events(prev_time=cur_time, post_time=snote.start)\n",
    "    events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch)\n",
    "    # events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "\n",
    "    cur_time = snote.start\n",
    "    cur_vel = snote.velocity\n",
    "    \n",
    "    duration += [e.value for e in events if e.type=='duration']\n",
    "\n",
    "event2int = [e.to_int_JE() for e in events]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "30\n"
     ]
    }
   ],
   "source": [
    "print(len(set([i for i in event2int if i < 256])))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<[SNote] time: 3.764113154166667 type: note_on, value: 78, velocity: 114>,\n",
       " <[SNote] time: 4.038306720833334 type: note_off, value: 78, velocity: None>,\n",
       " <[SNote] time: 4.008064783333333 type: note_on, value: 76, velocity: 105>,\n",
       " <[SNote] time: 4.183468020833334 type: note_off, value: 76, velocity: None>,\n",
       " <[SNote] time: 4.254032541666667 type: note_on, value: 75, velocity: 117>]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dnotes[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "events[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "event2int[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Decoding 방법 고안하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "def _event_seq2snote_seq(event_sequence):\n",
    "    timeline = 0\n",
    "    velocity = 0\n",
    "    snote_seq = []\n",
    "\n",
    "    for event in event_sequence:\n",
    "        if event.type == 'time_shift':\n",
    "            timeline += ((event.value+1) / 100)\n",
    "        if event.type == 'velocity':\n",
    "            velocity = event.value * 4\n",
    "        else:\n",
    "            snote = SplitNote(event.type, timeline, event.value, velocity)\n",
    "            snote_seq.append(snote)\n",
    "    return snote_seq\n",
    "\n",
    "def _merge_note(snote_sequence):\n",
    "    note_on_dict = {}\n",
    "    result_array = []\n",
    "\n",
    "    for snote in snote_sequence:\n",
    "        # print(note_on_dict)\n",
    "        if snote.type == 'note_on':\n",
    "            note_on_dict[snote.value] = snote\n",
    "        elif snote.type == 'note_off':\n",
    "            try:\n",
    "                on = note_on_dict[snote.value]\n",
    "                off = snote\n",
    "                if off.time - on.time == 0:\n",
    "                    continue\n",
    "                result = pretty_midi.Note(on.velocity, snote.value, on.time, off.time)\n",
    "                result_array.append(result)\n",
    "            except:\n",
    "                print('info removed pitch: {}'.format(snote.value))\n",
    "    return result_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[654, 654, 626, 671, 47]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "event2int[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 71>,\n",
       " <Event type: velocity, value: 16>,\n",
       " <Event type: note_on, value: 47>,\n",
       " <Event type: duration, value: 92>,\n",
       " <Event type: time_shift, value: 16>,\n",
       " <Event type: velocity, value: 12>,\n",
       " <Event type: note_on, value: 54>,\n",
       " <Event type: duration, value: 78>]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "events[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [],
   "source": [
    "class SplitNote:\n",
    "    def __init__(self, type, time, value, velocity):\n",
    "        ## type: note_on, note_off\n",
    "        self.type = type\n",
    "        self.time = time\n",
    "        self.velocity = velocity\n",
    "        self.value = value\n",
    "\n",
    "    def __repr__(self):\n",
    "        return '<[SNote] time: {} type: {}, value: {}, velocity: {}>'\\\n",
    "            .format(self.time, self.type, self.value, self.velocity)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "timeline = 0\n",
    "velocity = 0\n",
    "duration = 0\n",
    "last_pitch = 0\n",
    "snote_seq = []\n",
    "\n",
    "for event in events:\n",
    "    if event.type == 'time_shift':\n",
    "        timeline += ((event.value+1) / 100)\n",
    "    if event.type == 'velocity':\n",
    "        velocity = event.value * 4\n",
    "    if event.type == 'duration':\n",
    "        duration = ((event.value+1) / 100)\n",
    "        snote = SplitNote('note_off', timeline+duration, last_pitch, velocity)\n",
    "        snote_seq.append(snote)\n",
    "    else:\n",
    "        last_pitch = event.value\n",
    "        snote = SplitNote(event.type, timeline, event.value, velocity)\n",
    "        snote_seq.append(snote)\n",
    "a = snote_seq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<[SNote] time: 1.0 type: time_shift, value: 99, velocity: 0>,\n",
       " <[SNote] time: 2.0 type: time_shift, value: 99, velocity: 0>,\n",
       " <[SNote] time: 2.7199999999999998 type: time_shift, value: 71, velocity: 0>,\n",
       " <[SNote] time: 2.7199999999999998 type: velocity, value: 16, velocity: 64>,\n",
       " <[SNote] time: 2.7199999999999998 type: note_on, value: 47, velocity: 64>]"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "metadata": {},
   "outputs": [],
   "source": [
    "def _merge_note(snote_sequence):\n",
    "    note_on_dict = {}\n",
    "    result_array = []\n",
    "\n",
    "    for snote in snote_sequence:\n",
    "        # print(note_on_dict)\n",
    "        if snote.type == 'note_on':\n",
    "            note_on_dict[snote.value] = snote\n",
    "        elif snote.type == 'note_off':\n",
    "            try:\n",
    "                on = note_on_dict[snote.value]\n",
    "                off = snote\n",
    "                if off.time - on.time == 0:\n",
    "                    continue\n",
    "                result = pretty_midi.Note(on.velocity, snote.value, on.time, off.time)\n",
    "                result_array.append(result)\n",
    "            except:\n",
    "                print('info removed pitch: {}'.format(snote.value))\n",
    "    return result_array"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "note_seq = _merge_note(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=2.722215, end=3.648602, pitch=47, velocity=65),\n",
       " Note(start=2.888882, end=3.679157, pitch=54, velocity=49),\n",
       " Note(start=3.055548, end=3.955546, pitch=59, velocity=59),\n",
       " Note(start=3.222214, end=4.033323, pitch=66, velocity=100),\n",
       " Note(start=4.055545, end=4.884710, pitch=49, velocity=97)]"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "notes[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=2.720000, end=3.650000, pitch=47, velocity=64),\n",
       " Note(start=2.890000, end=3.680000, pitch=54, velocity=48),\n",
       " Note(start=3.060000, end=3.960000, pitch=59, velocity=56),\n",
       " Note(start=3.230000, end=4.040000, pitch=66, velocity=100),\n",
       " Note(start=4.060000, end=4.890000, pitch=49, velocity=96)]"
      ]
     },
     "execution_count": 60,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "note_seq[:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 킹갓호의 음차아이디어를 적용해보자"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "# data path 지정하기\n",
    "file_path = '/home/bang/PycharmProjects/POP909-Dataset/pop909_midi/002.mid'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "events = []\n",
    "notes = []\n",
    "mid = pretty_midi.PrettyMIDI(midi_file=file_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "notes  = []\n",
    "events = []\n",
    "duration = []\n",
    "last_pitch = -1\n",
    "\n",
    "for inst in mid.instruments:\n",
    "    inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "cur_time = 0\n",
    "cur_vel = 0\n",
    "\n",
    "for snote in notes:\n",
    "    events += _make_time_sift_events(prev_time=cur_time, post_time=snote.start)\n",
    "    if last_pitch == -1:\n",
    "        events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=0)\n",
    "    else:\n",
    "        events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=(snote.pitch-last_pitch)+127)\n",
    "    # events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "\n",
    "    cur_time = snote.start\n",
    "    cur_vel = snote.velocity\n",
    "    \n",
    "    last_pitch=snote.pitch\n",
    "\n",
    "event2int = [e.to_int_JE() for e in events]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=2.722215, end=3.648602, pitch=47, velocity=65),\n",
       " Note(start=2.888882, end=3.679157, pitch=54, velocity=49),\n",
       " Note(start=3.055548, end=3.955546, pitch=59, velocity=59),\n",
       " Note(start=3.222214, end=4.033323, pitch=66, velocity=100),\n",
       " Note(start=4.055545, end=4.884710, pitch=49, velocity=97)]"
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "notes[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 71>,\n",
       " <Event type: velocity, value: 16>,\n",
       " <Event type: note_on, value: 0>]"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "events[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[654, 654, 626, 671, 0]"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "event2int[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "# print(event_sequence)\n",
    "snote_seq = _event_seq2snote_seq_JE(events)\n",
    "note_seq = _merge_note(snote_seq)\n",
    "note_seq.sort(key=lambda x:x.start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "timeline = 0\n",
    "velocity = 0\n",
    "duration = 0\n",
    "last_pitch = 74\n",
    "first_note_on = True\n",
    "snote_seq = []\n",
    "\n",
    "for event in events:\n",
    "    if event.type == 'time_shift':\n",
    "        timeline += ((event.value+1) / 100)\n",
    "    if event.type == 'velocity':\n",
    "        velocity = event.value * 4\n",
    "    if event.type == 'duration':\n",
    "        duration = ((event.value+1) / 100)\n",
    "        snote = SplitNote('note_off', timeline+duration, last_pitch, velocity)\n",
    "        snote_seq.append(snote)\n",
    "    else:\n",
    "        if first_note_on and event.type=='note_on':\n",
    "            snote = SplitNote(event.type, timeline, last_pitch, velocity)\n",
    "            first_note_on = False\n",
    "        elif event.type=='note_on':\n",
    "            last_pitch += event.value - 127\n",
    "            snote = SplitNote(event.type, timeline, last_pitch, velocity)\n",
    "        else:\n",
    "            snote = SplitNote(event.type, timeline, event.value, velocity)\n",
    "        snote_seq.append(snote)\n",
    "        \n",
    "a = snote_seq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<[SNote] time: 1.0 type: time_shift, value: 99, velocity: 0>,\n",
       " <[SNote] time: 2.0 type: time_shift, value: 99, velocity: 0>,\n",
       " <[SNote] time: 2.7199999999999998 type: time_shift, value: 71, velocity: 0>,\n",
       " <[SNote] time: 2.7199999999999998 type: velocity, value: 16, velocity: 64>,\n",
       " <[SNote] time: 2.7199999999999998 type: note_on, value: 74, velocity: 64>]"
      ]
     },
     "execution_count": 69,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a[:5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "note_seq = _merge_note(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=190.388413, end=191.523132, pitch=49, velocity=106),\n",
       " Note(start=191.055078, end=191.531466, pitch=56, velocity=101),\n",
       " Note(start=191.388410, end=191.977298, pitch=65, velocity=109),\n",
       " Note(start=191.388410, end=191.977298, pitch=61, velocity=109),\n",
       " Note(start=191.917576, end=193.816182, pitch=42, velocity=104),\n",
       " Note(start=192.017576, end=193.943960, pitch=54, velocity=96),\n",
       " Note(start=192.066187, end=193.792571, pitch=49, velocity=80),\n",
       " Note(start=192.091186, end=193.934237, pitch=58, velocity=104),\n",
       " Note(start=192.152297, end=193.930071, pitch=61, velocity=87),\n",
       " Note(start=192.218964, end=193.916182, pitch=66, velocity=73)]"
      ]
     },
     "execution_count": 76,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "notes[-10:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=189.970000, end=191.100000, pitch=76, velocity=104),\n",
       " Note(start=190.640000, end=191.120000, pitch=83, velocity=100),\n",
       " Note(start=190.970000, end=191.560000, pitch=92, velocity=108),\n",
       " Note(start=190.970000, end=191.560000, pitch=88, velocity=108),\n",
       " Note(start=191.500000, end=193.400000, pitch=69, velocity=104),\n",
       " Note(start=191.600000, end=193.530000, pitch=81, velocity=96),\n",
       " Note(start=191.650000, end=193.380000, pitch=76, velocity=80),\n",
       " Note(start=191.670000, end=193.510000, pitch=85, velocity=104),\n",
       " Note(start=191.730000, end=193.510000, pitch=88, velocity=84),\n",
       " Note(start=191.800000, end=193.500000, pitch=93, velocity=72)]"
      ]
     },
     "execution_count": 77,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "note_seq[-10:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 99>,\n",
       " <Event type: time_shift, value: 71>,\n",
       " <Event type: velocity, value: 16>,\n",
       " <Event type: note_on, value: 0>,\n",
       " <Event type: duration, value: 92>,\n",
       " <Event type: time_shift, value: 16>,\n",
       " <Event type: velocity, value: 12>,\n",
       " <Event type: note_on, value: 134>,\n",
       " <Event type: duration, value: 78>]"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "events[:10]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## octave encoding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[355, 355, 355, 331, 384]\n"
     ]
    }
   ],
   "source": [
    "## 기존 인코딩 방법\n",
    "\n",
    "events = []\n",
    "notes = []\n",
    "mid = pretty_midi.PrettyMIDI(midi_file=file_path)\n",
    "\n",
    "for inst in mid.instruments:\n",
    "    inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "dnotes = _divide_note(notes)\n",
    "\n",
    "dnotes.sort(key=lambda x: x.time)\n",
    "# print('sorted:')\n",
    "# print(dnotes)\n",
    "cur_time = 0\n",
    "cur_vel = 0\n",
    "for snote in dnotes:\n",
    "    events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "    events += _snote2events(snote=snote, prev_vel=cur_vel)\n",
    "    # events += _make_time_sift_events(prev_time=cur_time, post_time=snote.time)\n",
    "\n",
    "    cur_time = snote.time\n",
    "    cur_vel = snote.velocity\n",
    "\n",
    "print([e.to_int() for e in events][:5])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=3.764113, end=4.038307, pitch=78, velocity=114),\n",
       " Note(start=4.008065, end=4.183468, pitch=76, velocity=105),\n",
       " Note(start=4.254033, end=4.612904, pitch=75, velocity=117),\n",
       " Note(start=4.274194, end=4.947581, pitch=63, velocity=89),\n",
       " Note(start=4.274194, end=4.953629, pitch=59, velocity=78),\n",
       " Note(start=4.274194, end=5.762097, pitch=47, velocity=80),\n",
       " Note(start=4.780242, end=5.066533, pitch=75, velocity=111),\n",
       " Note(start=5.241936, end=6.223791, pitch=59, velocity=82),\n",
       " Note(start=5.241936, end=6.231855, pitch=63, velocity=87),\n",
       " Note(start=5.260081, end=5.971775, pitch=75, velocity=117),\n",
       " Note(start=5.788307, end=7.044355, pitch=54, velocity=92),\n",
       " Note(start=6.229839, end=6.377017, pitch=73, velocity=108),\n",
       " Note(start=6.272178, end=7.028226, pitch=58, velocity=71),\n",
       " Note(start=6.272178, end=7.088710, pitch=61, velocity=80),\n",
       " Note(start=6.272178, end=7.963710, pitch=42, velocity=92),\n",
       " Note(start=6.471775, end=6.826613, pitch=73, velocity=102),\n",
       " Note(start=6.955646, end=7.165323, pitch=73, velocity=100),\n",
       " Note(start=7.233871, end=8.074597, pitch=70, velocity=117),\n",
       " Note(start=7.239920, end=8.185484, pitch=58, velocity=100),\n",
       " Note(start=7.239920, end=8.185484, pitch=54, velocity=87),\n",
       " Note(start=7.239920, end=8.247984, pitch=61, velocity=92),\n",
       " Note(start=7.723791, end=8.189517, pitch=49, velocity=80),\n",
       " Note(start=8.239920, end=8.598791, pitch=71, velocity=114),\n",
       " Note(start=8.252017, end=8.832662, pitch=56, velocity=80),\n",
       " Note(start=8.252017, end=9.018146, pitch=52, velocity=69),\n",
       " Note(start=8.252017, end=10.236611, pitch=40, velocity=84),\n",
       " Note(start=8.723791, end=8.903226, pitch=71, velocity=111),\n",
       " Note(start=8.735888, end=9.795101, pitch=47, velocity=40),\n",
       " Note(start=8.965726, end=9.085304, pitch=70, velocity=111),\n",
       " Note(start=9.218924, end=9.742217, pitch=71, velocity=120),\n",
       " Note(start=9.231855, end=10.389389, pitch=59, velocity=87),\n",
       " Note(start=9.231855, end=10.383833, pitch=56, velocity=100),\n",
       " Note(start=9.231855, end=10.383833, pitch=52, velocity=82),\n",
       " Note(start=9.739813, end=10.258833, pitch=78, velocity=114),\n",
       " Note(start=9.795101, end=10.425382, pitch=47, velocity=67),\n",
       " Note(start=10.344944, end=11.672612, pitch=75, velocity=111),\n",
       " Note(start=10.383833, end=11.712935, pitch=40, velocity=66),\n",
       " Note(start=10.383833, end=11.154467, pitch=64, velocity=64),\n",
       " Note(start=10.383833, end=11.380273, pitch=56, velocity=78),\n",
       " Note(start=10.383833, end=11.406483, pitch=52, velocity=71),\n",
       " Note(start=11.033499, end=11.650435, pitch=47, velocity=37),\n",
       " Note(start=11.565757, end=12.539548, pitch=52, velocity=78),\n",
       " Note(start=11.565757, end=12.533499, pitch=56, velocity=92),\n",
       " Note(start=11.565757, end=12.533499, pitch=59, velocity=82),\n",
       " Note(start=11.981080, end=12.360112, pitch=71, velocity=120),\n",
       " Note(start=12.531483, end=13.315757, pitch=83, velocity=120),\n",
       " Note(start=12.533499, end=14.335919, pitch=44, velocity=97),\n",
       " Note(start=12.533499, end=13.098016, pitch=59, velocity=87),\n",
       " Note(start=12.533499, end=13.216967, pitch=56, velocity=84),\n",
       " Note(start=13.017370, end=13.587935, pitch=51, velocity=52),\n",
       " Note(start=13.495193, end=14.259306, pitch=83, velocity=114),\n",
       " Note(start=13.501241, end=13.985112, pitch=56, velocity=102),\n",
       " Note(start=13.501241, end=14.755274, pitch=59, velocity=111),\n",
       " Note(start=13.501241, end=14.755274, pitch=63, velocity=92),\n",
       " Note(start=13.743177, end=14.755274, pitch=51, velocity=31),\n",
       " Note(start=13.985112, end=14.755274, pitch=56, velocity=94),\n",
       " Note(start=14.442774, end=14.761322, pitch=82, velocity=117),\n",
       " Note(start=14.468983, end=16.194790, pitch=42, velocity=64),\n",
       " Note(start=14.468983, end=15.190758, pitch=58, velocity=69),\n",
       " Note(start=14.468983, end=15.501241, pitch=54, velocity=69),\n",
       " Note(start=14.950838, end=15.059709, pitch=82, velocity=102),\n",
       " Note(start=14.952854, end=16.325838, pitch=51, velocity=87),\n",
       " Note(start=15.186725, end=16.096000, pitch=78, velocity=108),\n",
       " Note(start=15.436725, end=16.323822, pitch=58, velocity=105),\n",
       " Note(start=15.436725, end=16.323822, pitch=63, velocity=105),\n",
       " Note(start=15.920596, end=16.323822, pitch=54, velocity=102),\n",
       " Note(start=16.398419, end=17.921444, pitch=71, velocity=117),\n",
       " Note(start=16.404467, end=17.434836, pitch=52, velocity=87),\n",
       " Note(start=16.404467, end=17.466086, pitch=56, velocity=92),\n",
       " Note(start=16.404467, end=18.338854, pitch=40, velocity=84),\n",
       " Note(start=16.888338, end=17.664747, pitch=47, velocity=52),\n",
       " Note(start=17.396890, end=18.439301, pitch=59, velocity=97),\n",
       " Note(start=17.664747, end=18.439301, pitch=47, velocity=60),\n",
       " Note(start=17.932604, end=20.395019, pitch=52, velocity=87),\n",
       " Note(start=18.124569, end=18.341087, pitch=71, velocity=66),\n",
       " Note(start=18.200462, end=20.397035, pitch=56, velocity=87),\n",
       " Note(start=18.233944, end=18.408051, pitch=73, velocity=74),\n",
       " Note(start=18.372337, end=18.533051, pitch=75, velocity=71),\n",
       " Note(start=18.461622, end=20.322438, pitch=78, velocity=105),\n",
       " Note(start=18.468319, end=20.338567, pitch=40, velocity=82),\n",
       " Note(start=18.468319, end=20.386954, pitch=64, velocity=100),\n",
       " Note(start=20.483728, end=21.165369, pitch=63, velocity=78),\n",
       " Note(start=20.483728, end=21.247400, pitch=59, velocity=71),\n",
       " Note(start=20.483728, end=22.192713, pitch=47, velocity=97),\n",
       " Note(start=20.952478, end=21.889978, pitch=54, velocity=42),\n",
       " Note(start=21.421228, end=22.374353, pitch=63, velocity=102),\n",
       " Note(start=21.421228, end=22.374353, pitch=59, velocity=92),\n",
       " Note(start=21.421228, end=22.374353, pitch=66, velocity=94),\n",
       " Note(start=21.889978, end=22.628259, pitch=54, velocity=64),\n",
       " Note(start=22.358728, end=22.987634, pitch=61, velocity=82),\n",
       " Note(start=22.358728, end=23.083338, pitch=58, velocity=76),\n",
       " Note(start=22.366541, end=23.528650, pitch=42, velocity=80),\n",
       " Note(start=22.827478, end=23.571619, pitch=54, velocity=42),\n",
       " Note(start=23.296228, end=23.764978, pitch=58, velocity=92),\n",
       " Note(start=23.296228, end=24.182947, pitch=61, velocity=100),\n",
       " Note(start=23.296228, end=24.284509, pitch=66, velocity=92),\n",
       " Note(start=23.764978, end=24.182947, pitch=58, velocity=100),\n",
       " Note(start=24.233728, end=24.716150, pitch=59, velocity=71),\n",
       " Note(start=24.233728, end=24.936853, pitch=56, velocity=89),\n",
       " Note(start=24.233728, end=25.595056, pitch=44, velocity=87),\n",
       " Note(start=24.702478, end=25.415369, pitch=51, velocity=29),\n",
       " Note(start=25.171228, end=25.639978, pitch=56, velocity=97),\n",
       " Note(start=25.171228, end=26.042322, pitch=59, velocity=100),\n",
       " Note(start=25.171228, end=26.116541, pitch=63, velocity=84),\n",
       " Note(start=25.639978, end=26.042322, pitch=56, velocity=87),\n",
       " Note(start=26.108728, end=26.634119, pitch=58, velocity=71),\n",
       " Note(start=26.108728, end=26.716150, pitch=54, velocity=76),\n",
       " Note(start=26.108728, end=27.305994, pitch=42, velocity=80),\n",
       " Note(start=26.577478, end=27.315759, pitch=49, velocity=19),\n",
       " Note(start=27.046228, end=27.870447, pitch=54, velocity=89),\n",
       " Note(start=27.046228, end=27.870447, pitch=58, velocity=105),\n",
       " Note(start=27.046228, end=27.870447, pitch=61, velocity=89),\n",
       " Note(start=27.514978, end=27.870447, pitch=42, velocity=97),\n",
       " Note(start=27.983728, end=28.563806, pitch=59, velocity=78),\n",
       " Note(start=27.983728, end=28.663416, pitch=56, velocity=82),\n",
       " Note(start=27.983728, end=29.169275, pitch=44, velocity=89),\n",
       " Note(start=28.452478, end=29.751306, pitch=51, velocity=25),\n",
       " Note(start=28.921228, end=29.751306, pitch=59, velocity=102),\n",
       " Note(start=28.921228, end=29.751306, pitch=56, velocity=97),\n",
       " Note(start=28.921228, end=29.770838, pitch=63, velocity=87),\n",
       " Note(start=29.389978, end=29.751306, pitch=44, velocity=97),\n",
       " Note(start=29.858728, end=30.364588, pitch=58, velocity=76),\n",
       " Note(start=29.858728, end=30.579431, pitch=54, velocity=69),\n",
       " Note(start=29.858728, end=31.157556, pitch=42, velocity=94),\n",
       " Note(start=30.327478, end=31.729822, pitch=49, velocity=22),\n",
       " Note(start=30.796228, end=31.264978, pitch=54, velocity=84),\n",
       " Note(start=30.796228, end=31.729822, pitch=61, velocity=87),\n",
       " Note(start=30.796228, end=31.729822, pitch=58, velocity=102),\n",
       " Note(start=31.264978, end=31.729822, pitch=54, velocity=80),\n",
       " Note(start=31.733728, end=32.003259, pitch=56, velocity=84),\n",
       " Note(start=31.733728, end=32.311853, pitch=61, velocity=49),\n",
       " Note(start=31.733728, end=32.337244, pitch=64, velocity=64),\n",
       " Note(start=31.733728, end=33.218103, pitch=49, velocity=76),\n",
       " Note(start=32.202478, end=32.671228, pitch=56, velocity=73),\n",
       " Note(start=32.671228, end=33.139978, pitch=56, velocity=102),\n",
       " Note(start=32.671228, end=33.608728, pitch=61, velocity=94),\n",
       " Note(start=32.671228, end=33.624353, pitch=64, velocity=94),\n",
       " Note(start=33.139978, end=33.624353, pitch=56, velocity=97),\n",
       " Note(start=33.608728, end=35.077478, pitch=42, velocity=94),\n",
       " Note(start=33.608728, end=34.298181, pitch=54, velocity=87),\n",
       " Note(start=33.608728, end=34.298181, pitch=61, velocity=76),\n",
       " Note(start=34.077478, end=34.684900, pitch=49, velocity=46),\n",
       " Note(start=34.546228, end=35.542322, pitch=61, velocity=87),\n",
       " Note(start=34.546228, end=35.483728, pitch=54, velocity=97),\n",
       " Note(start=35.014978, end=35.542322, pitch=49, velocity=102),\n",
       " Note(start=35.483728, end=37.270838, pitch=47, velocity=80),\n",
       " Note(start=35.483728, end=35.741541, pitch=54, velocity=73),\n",
       " Note(start=35.483728, end=36.003259, pitch=59, velocity=84),\n",
       " Note(start=35.952478, end=36.311853, pitch=54, velocity=87),\n",
       " Note(start=36.421228, end=36.889978, pitch=54, velocity=94),\n",
       " Note(start=36.421228, end=37.364588, pitch=59, velocity=108),\n",
       " Note(start=36.421228, end=37.364588, pitch=63, velocity=97),\n",
       " Note(start=36.889978, end=37.358728, pitch=54, velocity=105),\n",
       " Note(start=37.358728, end=38.843103, pitch=42, velocity=92),\n",
       " Note(start=37.358728, end=37.837244, pitch=58, velocity=89),\n",
       " Note(start=37.358728, end=38.087244, pitch=54, velocity=87),\n",
       " Note(start=37.827478, end=38.450525, pitch=49, velocity=37),\n",
       " Note(start=38.296228, end=39.233728, pitch=61, velocity=97),\n",
       " Note(start=38.296228, end=39.233728, pitch=54, velocity=105),\n",
       " Note(start=38.764978, end=39.233728, pitch=49, velocity=108),\n",
       " Note(start=39.233728, end=40.395838, pitch=40, velocity=89),\n",
       " Note(start=39.233728, end=39.745447, pitch=56, velocity=92),\n",
       " Note(start=39.233728, end=39.995447, pitch=52, velocity=78),\n",
       " Note(start=39.702478, end=41.081384, pitch=47, velocity=34),\n",
       " Note(start=40.171228, end=41.081384, pitch=52, velocity=92),\n",
       " Note(start=40.171228, end=41.081384, pitch=56, velocity=120),\n",
       " Note(start=40.171228, end=41.081384, pitch=59, velocity=105),\n",
       " Note(start=40.639978, end=41.081384, pitch=40, velocity=92),\n",
       " Note(start=41.108728, end=41.636072, pitch=58, velocity=89),\n",
       " Note(start=41.108728, end=41.704431, pitch=54, velocity=80),\n",
       " Note(start=41.108728, end=42.542322, pitch=42, velocity=100),\n",
       " Note(start=41.577478, end=42.280603, pitch=49, velocity=41),\n",
       " Note(start=42.046228, end=42.514978, pitch=54, velocity=94),\n",
       " Note(start=42.046228, end=42.749353, pitch=58, velocity=111),\n",
       " Note(start=42.046228, end=42.950525, pitch=61, velocity=94),\n",
       " Note(start=42.280603, end=42.950525, pitch=49, velocity=80),\n",
       " Note(start=42.514978, end=42.950525, pitch=54, velocity=105),\n",
       " Note(start=42.749353, end=42.950525, pitch=58, velocity=97),\n",
       " Note(start=42.983728, end=43.446619, pitch=59, velocity=102),\n",
       " Note(start=42.983728, end=43.542322, pitch=56, velocity=92),\n",
       " Note(start=42.983728, end=44.591150, pitch=44, velocity=100),\n",
       " Note(start=43.452478, end=44.389978, pitch=51, velocity=37),\n",
       " Note(start=43.921228, end=44.964197, pitch=56, velocity=97),\n",
       " Note(start=43.921228, end=44.964197, pitch=59, velocity=108),\n",
       " Note(start=43.921228, end=44.964197, pitch=63, velocity=97),\n",
       " Note(start=44.389978, end=44.964197, pitch=51, velocity=92),\n",
       " Note(start=44.858728, end=45.134119, pitch=54, velocity=94),\n",
       " Note(start=44.858728, end=45.411463, pitch=58, velocity=102),\n",
       " Note(start=45.327478, end=45.796228, pitch=54, velocity=73),\n",
       " Note(start=45.796228, end=46.264978, pitch=54, velocity=89),\n",
       " Note(start=45.796228, end=46.706384, pitch=58, velocity=105),\n",
       " Note(start=45.796228, end=46.706384, pitch=63, velocity=105),\n",
       " Note(start=46.264978, end=46.706384, pitch=54, velocity=94),\n",
       " Note(start=46.733728, end=46.966150, pitch=56, velocity=97),\n",
       " Note(start=46.733728, end=47.317713, pitch=61, velocity=97),\n",
       " Note(start=46.733728, end=48.110681, pitch=49, velocity=84),\n",
       " Note(start=47.202478, end=47.671228, pitch=56, velocity=69),\n",
       " Note(start=47.671228, end=48.139978, pitch=56, velocity=108),\n",
       " Note(start=47.671228, end=48.604822, pitch=61, velocity=108),\n",
       " Note(start=47.671228, end=48.604822, pitch=64, velocity=94),\n",
       " Note(start=48.139978, end=48.604822, pitch=56, velocity=105),\n",
       " Note(start=48.608728, end=49.081384, pitch=54, velocity=84),\n",
       " Note(start=48.608728, end=49.114588, pitch=58, velocity=92),\n",
       " Note(start=48.608728, end=49.114588, pitch=61, velocity=87),\n",
       " Note(start=48.608728, end=50.153650, pitch=42, velocity=102),\n",
       " Note(start=49.077478, end=49.669275, pitch=49, velocity=66),\n",
       " Note(start=49.311853, end=49.546228, pitch=54, velocity=82),\n",
       " Note(start=49.546228, end=50.358728, pitch=58, velocity=108),\n",
       " Note(start=49.546228, end=50.358728, pitch=54, velocity=94),\n",
       " Note(start=49.546228, end=50.358728, pitch=61, velocity=97),\n",
       " Note(start=50.014978, end=50.358728, pitch=49, velocity=64),\n",
       " Note(start=50.483728, end=50.743494, pitch=54, velocity=80),\n",
       " Note(start=50.483728, end=50.983728, pitch=63, velocity=92),\n",
       " Note(start=50.483728, end=51.022791, pitch=59, velocity=94),\n",
       " Note(start=50.483728, end=52.192713, pitch=47, velocity=92),\n",
       " Note(start=50.952478, end=51.421228, pitch=54, velocity=46),\n",
       " Note(start=51.421228, end=51.889978, pitch=54, velocity=97),\n",
       " Note(start=51.421228, end=52.378259, pitch=63, velocity=92),\n",
       " Note(start=51.889978, end=52.358728, pitch=54, velocity=108),\n",
       " Note(start=52.358728, end=53.825525, pitch=42, velocity=100),\n",
       " Note(start=52.358728, end=52.848963, pitch=61, velocity=84),\n",
       " Note(start=52.358728, end=52.860681, pitch=54, velocity=89),\n",
       " Note(start=52.827478, end=54.163416, pitch=49, velocity=49),\n",
       " Note(start=53.296228, end=54.163416, pitch=61, velocity=100),\n",
       " Note(start=53.296228, end=54.163416, pitch=54, velocity=105),\n",
       " Note(start=53.764978, end=54.163416, pitch=58, velocity=111),\n",
       " Note(start=54.233728, end=54.628259, pitch=59, velocity=97),\n",
       " Note(start=54.233728, end=54.946619, pitch=56, velocity=92),\n",
       " Note(start=54.233728, end=55.790369, pitch=44, velocity=97),\n",
       " Note(start=54.702478, end=55.405603, pitch=51, velocity=55),\n",
       " Note(start=55.171228, end=55.639978, pitch=56, velocity=89),\n",
       " Note(start=55.171228, end=56.089197, pitch=59, velocity=100),\n",
       " Note(start=55.171228, end=56.089197, pitch=63, velocity=94),\n",
       " Note(start=55.405603, end=56.089197, pitch=51, velocity=78),\n",
       " Note(start=55.639978, end=56.089197, pitch=56, velocity=108),\n",
       " Note(start=56.108728, end=56.345056, pitch=58, velocity=94),\n",
       " Note(start=56.108728, end=56.733728, pitch=63, velocity=92),\n",
       " Note(start=56.108728, end=57.358728, pitch=51, velocity=102),\n",
       " Note(start=56.577478, end=57.046228, pitch=58, velocity=82),\n",
       " Note(start=57.046228, end=57.280603, pitch=58, velocity=102),\n",
       " Note(start=57.046228, end=57.514978, pitch=63, velocity=108),\n",
       " Note(start=57.046228, end=58.083338, pitch=66, velocity=100),\n",
       " Note(start=57.280603, end=58.083338, pitch=58, velocity=94),\n",
       " Note(start=57.514978, end=58.083338, pitch=63, velocity=87),\n",
       " Note(start=57.983728, end=58.680994, pitch=56, velocity=97),\n",
       " Note(start=57.983728, end=58.682947, pitch=59, velocity=100),\n",
       " Note(start=57.983728, end=59.124353, pitch=40, velocity=94),\n",
       " Note(start=58.452478, end=59.913416, pitch=47, velocity=60),\n",
       " Note(start=58.921228, end=59.858728, pitch=56, velocity=97),\n",
       " Note(start=58.921228, end=59.913416, pitch=59, velocity=105),\n",
       " Note(start=58.921228, end=59.913416, pitch=64, velocity=97),\n",
       " Note(start=59.389978, end=59.913416, pitch=40, velocity=92),\n",
       " Note(start=59.858728, end=60.696619, pitch=37, velocity=78),\n",
       " Note(start=59.858728, end=61.026697, pitch=49, velocity=67),\n",
       " Note(start=59.858728, end=60.139978, pitch=56, velocity=89),\n",
       " Note(start=59.858728, end=60.454431, pitch=61, velocity=84),\n",
       " Note(start=60.327478, end=60.796228, pitch=56, velocity=94),\n",
       " Note(start=60.796228, end=61.499353, pitch=56, velocity=105),\n",
       " Note(start=60.796228, end=61.833338, pitch=61, velocity=105),\n",
       " Note(start=60.796228, end=61.833338, pitch=64, velocity=97),\n",
       " Note(start=61.264978, end=61.833338, pitch=49, velocity=78),\n",
       " Note(start=61.499353, end=61.733728, pitch=56, velocity=94),\n",
       " Note(start=61.733728, end=62.938806, pitch=40, velocity=102),\n",
       " Note(start=61.733728, end=62.290369, pitch=56, velocity=97),\n",
       " Note(start=61.733728, end=62.448572, pitch=52, velocity=80),\n",
       " Note(start=62.202478, end=62.905603, pitch=47, velocity=55),\n",
       " Note(start=62.671228, end=63.139978, pitch=52, velocity=105),\n",
       " Note(start=62.671228, end=63.563806, pitch=59, velocity=97),\n",
       " Note(start=62.905603, end=63.563806, pitch=47, velocity=100),\n",
       " Note(start=63.139978, end=63.563806, pitch=52, velocity=102),\n",
       " Note(start=63.374353, end=63.563806, pitch=56, velocity=102),\n",
       " Note(start=63.608728, end=63.827478, pitch=56, velocity=92),\n",
       " Note(start=63.608728, end=64.389978, pitch=54, velocity=89),\n",
       " Note(start=63.608728, end=64.747400, pitch=42, velocity=100),\n",
       " Note(start=64.077478, end=64.673181, pitch=49, velocity=80),\n",
       " Note(start=64.546228, end=65.415369, pitch=58, velocity=117),\n",
       " Note(start=64.546228, end=65.415369, pitch=54, velocity=108),\n",
       " Note(start=65.014978, end=65.415369, pitch=49, velocity=84),\n",
       " Note(start=65.483728, end=65.766931, pitch=54, velocity=80),\n",
       " Note(start=65.483728, end=66.007166, pitch=59, velocity=82),\n",
       " Note(start=65.483728, end=66.046228, pitch=63, velocity=92),\n",
       " Note(start=65.483728, end=66.567713, pitch=47, velocity=89),\n",
       " Note(start=65.952478, end=66.421228, pitch=54, velocity=78),\n",
       " Note(start=66.421228, end=66.889978, pitch=54, velocity=102),\n",
       " Note(start=66.421228, end=67.417322, pitch=63, velocity=89),\n",
       " Note(start=66.655603, end=67.417322, pitch=47, velocity=97),\n",
       " Note(start=66.889978, end=67.358728, pitch=54, velocity=100),\n",
       " Note(start=67.358728, end=68.595056, pitch=42, velocity=102),\n",
       " Note(start=67.358728, end=67.930994, pitch=58, velocity=89),\n",
       " Note(start=67.358728, end=68.001306, pitch=54, velocity=87),\n",
       " Note(start=67.827478, end=68.530603, pitch=49, velocity=55),\n",
       " Note(start=68.296228, end=68.764978, pitch=54, velocity=100),\n",
       " Note(start=68.296228, end=69.190759, pitch=58, velocity=111),\n",
       " Note(start=68.296228, end=69.190759, pitch=61, velocity=97),\n",
       " Note(start=68.530603, end=69.190759, pitch=49, velocity=87),\n",
       " Note(start=68.764978, end=69.190759, pitch=54, velocity=84),\n",
       " Note(start=69.233728, end=69.649744, pitch=59, velocity=97),\n",
       " Note(start=69.233728, end=69.757166, pitch=56, velocity=97),\n",
       " Note(start=69.233728, end=70.829431, pitch=44, velocity=97),\n",
       " Note(start=69.702478, end=70.405603, pitch=51, velocity=57),\n",
       " Note(start=69.936853, end=70.171228, pitch=56, velocity=89),\n",
       " Note(start=70.171228, end=70.639978, pitch=56, velocity=111),\n",
       " Note(start=70.171228, end=71.097009, pitch=63, velocity=100),\n",
       " Note(start=70.405603, end=71.097009, pitch=51, velocity=94),\n",
       " Note(start=70.639978, end=71.097009, pitch=56, velocity=97),\n",
       " Note(start=70.639978, end=71.097009, pitch=61, velocity=97),\n",
       " Note(start=70.874353, end=71.097009, pitch=59, velocity=73),\n",
       " Note(start=71.108728, end=71.386072, pitch=58, velocity=87),\n",
       " Note(start=71.108728, end=71.661463, pitch=63, velocity=76),\n",
       " Note(start=71.108728, end=72.313806, pitch=51, velocity=100),\n",
       " Note(start=71.577478, end=72.046228, pitch=58, velocity=84),\n",
       " Note(start=72.046228, end=72.514978, pitch=58, velocity=108),\n",
       " Note(start=72.046228, end=74.858728, pitch=63, velocity=105),\n",
       " Note(start=72.046228, end=74.858728, pitch=66, velocity=100),\n",
       " Note(start=72.514978, end=74.858728, pitch=58, velocity=97),\n",
       " Note(start=72.983728, end=73.452478, pitch=59, velocity=92),\n",
       " Note(start=72.983728, end=73.921228, pitch=64, velocity=76),\n",
       " Note(start=72.983728, end=74.858728, pitch=40, velocity=84),\n",
       " Note(start=73.452478, end=73.921228, pitch=59, velocity=97),\n",
       " Note(start=73.921228, end=74.389978, pitch=59, velocity=102),\n",
       " Note(start=73.921228, end=74.858728, pitch=64, velocity=102),\n",
       " Note(start=73.921228, end=74.858728, pitch=68, velocity=100),\n",
       " Note(start=74.389978, end=74.858728, pitch=59, velocity=82),\n",
       " Note(start=74.858728, end=75.690759, pitch=66, velocity=82),\n",
       " Note(start=74.858728, end=76.151697, pitch=51, velocity=80),\n",
       " Note(start=74.858728, end=75.169275, pitch=63, velocity=84),\n",
       " Note(start=75.327478, end=75.682947, pitch=63, velocity=67),\n",
       " Note(start=75.796228, end=76.059900, pitch=63, velocity=108),\n",
       " Note(start=75.796228, end=76.370447, pitch=66, velocity=108),\n",
       " Note(start=75.796228, end=76.397791, pitch=70, velocity=100),\n",
       " Note(start=76.264978, end=76.727869, pitch=63, velocity=67),\n",
       " Note(start=76.733728, end=77.251306, pitch=61, velocity=80),\n",
       " Note(start=76.733728, end=77.487634, pitch=64, velocity=87),\n",
       " Note(start=76.733728, end=77.975916, pitch=49, velocity=97),\n",
       " Note(start=77.202478, end=77.522791, pitch=56, velocity=66),\n",
       " Note(start=77.436853, end=78.628259, pitch=59, velocity=114),\n",
       " Note(start=77.671228, end=78.628259, pitch=56, velocity=100),\n",
       " Note(start=77.905603, end=78.374353, pitch=64, velocity=114),\n",
       " Note(start=78.139978, end=78.628259, pitch=61, velocity=69),\n",
       " Note(start=78.374353, end=78.628259, pitch=64, velocity=78),\n",
       " Note(start=78.608728, end=79.897791, pitch=42, velocity=94),\n",
       " Note(start=78.608728, end=78.891931, pitch=54, velocity=82),\n",
       " Note(start=78.608728, end=79.069666, pitch=58, velocity=102),\n",
       " Note(start=78.843103, end=79.388025, pitch=49, velocity=58),\n",
       " Note(start=79.077478, end=79.655603, pitch=54, velocity=62),\n",
       " Note(start=79.311853, end=80.432947, pitch=61, velocity=100),\n",
       " Note(start=79.546228, end=80.432947, pitch=49, velocity=80),\n",
       " Note(start=79.780603, end=80.432947, pitch=66, velocity=111),\n",
       " Note(start=80.014978, end=80.432947, pitch=54, velocity=92),\n",
       " Note(start=80.483728, end=80.731775, pitch=54, velocity=92),\n",
       " Note(start=80.483728, end=81.231775, pitch=59, velocity=92),\n",
       " Note(start=80.483728, end=82.208850, pitch=47, velocity=92),\n",
       " Note(start=80.952478, end=81.421228, pitch=54, velocity=40),\n",
       " Note(start=81.421228, end=81.889978, pitch=54, velocity=94),\n",
       " Note(start=81.421228, end=82.444506, pitch=61, velocity=89),\n",
       " Note(start=81.655603, end=82.370735, pitch=59, velocity=80),\n",
       " Note(start=81.889978, end=82.370735, pitch=54, velocity=82),\n",
       " Note(start=82.370735, end=83.506686, pitch=47, velocity=89),\n",
       " Note(start=82.370735, end=82.667867, pitch=54, velocity=73),\n",
       " Note(start=82.370735, end=83.153170, pitch=59, velocity=69),\n",
       " Note(start=82.370735, end=83.166842, pitch=63, velocity=80),\n",
       " Note(start=82.862155, end=83.330905, pitch=54, velocity=46),\n",
       " Note(start=83.330905, end=84.502780, pitch=54, velocity=64),\n",
       " Note(start=83.330905, end=84.268405, pitch=59, velocity=73),\n",
       " Note(start=83.330905, end=84.268405, pitch=63, velocity=69),\n",
       " Note(start=84.268405, end=84.526217, pitch=71, velocity=102),\n",
       " Note(start=84.268405, end=87.530123, pitch=47, velocity=97),\n",
       " Note(start=84.268405, end=84.737155, pitch=59, velocity=73),\n",
       " Note(start=84.268405, end=84.971530, pitch=63, velocity=78),\n",
       " Note(start=84.502780, end=84.807467, pitch=70, velocity=92),\n",
       " Note(start=84.502780, end=86.846530, pitch=54, velocity=78),\n",
       " Note(start=84.737155, end=85.035983, pitch=71, velocity=111),\n",
       " Note(start=84.737155, end=87.080905, pitch=59, velocity=92),\n",
       " Note(start=84.971530, end=85.623873, pitch=78, velocity=105),\n",
       " Note(start=84.971530, end=87.114108, pitch=63, velocity=102),\n",
       " Note(start=84.971530, end=87.233248, pitch=66, velocity=97),\n",
       " Note(start=85.440280, end=85.723483, pitch=70, velocity=84),\n",
       " Note(start=85.674655, end=85.946139, pitch=71, velocity=100),\n",
       " Note(start=85.909030, end=86.342623, pitch=78, velocity=102),\n",
       " Note(start=86.143405, end=86.401217, pitch=71, velocity=84),\n",
       " Note(start=86.377780, end=86.688326, pitch=70, velocity=100),\n",
       " Note(start=86.612155, end=86.901217, pitch=71, velocity=105),\n",
       " Note(start=86.846530, end=87.565280, pitch=78, velocity=102),\n",
       " Note(start=86.846530, end=87.424655, pitch=54, velocity=52),\n",
       " Note(start=87.080905, end=87.498873, pitch=59, velocity=82),\n",
       " Note(start=87.315280, end=87.602389, pitch=70, velocity=76),\n",
       " Note(start=87.315280, end=87.936373, pitch=63, velocity=97),\n",
       " Note(start=87.549655, end=87.830905, pitch=71, velocity=97),\n",
       " Note(start=87.784030, end=87.987155, pitch=78, velocity=87),\n",
       " Note(start=88.018405, end=88.416842, pitch=75, velocity=92),\n",
       " Note(start=88.018405, end=88.430514, pitch=71, velocity=84),\n",
       " Note(start=88.018405, end=88.539889, pitch=56, velocity=78),\n",
       " Note(start=88.018405, end=88.760592, pitch=59, velocity=92),\n",
       " Note(start=88.018405, end=89.209811, pitch=44, velocity=92),\n",
       " Note(start=88.487155, end=88.744967, pitch=75, velocity=87),\n",
       " Note(start=88.487155, end=89.856295, pitch=51, velocity=23),\n",
       " Note(start=88.721530, end=88.985201, pitch=73, velocity=87),\n",
       " Note(start=88.721530, end=89.856295, pitch=56, velocity=82),\n",
       " Note(start=88.955905, end=89.323092, pitch=75, velocity=111),\n",
       " Note(start=88.955905, end=89.856295, pitch=59, velocity=73),\n",
       " Note(start=89.190280, end=89.856295, pitch=63, velocity=100),\n",
       " Note(start=89.424655, end=89.694186, pitch=75, velocity=100),\n",
       " Note(start=89.659030, end=89.907076, pitch=73, velocity=97),\n",
       " Note(start=89.893405, end=90.174655, pitch=75, velocity=105),\n",
       " Note(start=89.893405, end=91.053561, pitch=52, velocity=67),\n",
       " Note(start=89.893405, end=91.069186, pitch=56, velocity=73),\n",
       " Note(start=89.893405, end=91.108248, pitch=59, velocity=82),\n",
       " Note(start=89.893405, end=91.213717, pitch=40, velocity=89),\n",
       " Note(start=90.127780, end=90.436373, pitch=73, velocity=71),\n",
       " Note(start=90.362155, end=90.643405, pitch=75, velocity=94),\n",
       " Note(start=90.596530, end=91.166842, pitch=78, velocity=111),\n",
       " Note(start=91.065280, end=91.166842, pitch=78, velocity=117),\n",
       " Note(start=91.299655, end=91.430514, pitch=83, velocity=111),\n",
       " Note(start=91.534030, end=91.662936, pitch=85, velocity=114),\n",
       " Note(start=91.768405, end=92.539889, pitch=87, velocity=111),\n",
       " Note(start=91.768405, end=92.045748, pitch=56, velocity=40),\n",
       " Note(start=91.768405, end=92.313326, pitch=59, velocity=78),\n",
       " Note(start=91.768405, end=93.444186, pitch=44, velocity=84),\n",
       " Note(start=92.002780, end=92.530123, pitch=51, velocity=58),\n",
       " Note(start=92.237155, end=92.471530, pitch=56, velocity=105),\n",
       " Note(start=92.471530, end=93.409030, pitch=56, velocity=94),\n",
       " Note(start=92.471530, end=93.696139, pitch=59, velocity=97),\n",
       " Note(start=92.471530, end=93.696139, pitch=63, velocity=100),\n",
       " Note(start=92.705905, end=93.532076, pitch=90, velocity=111),\n",
       " Note(start=93.174655, end=93.696139, pitch=51, velocity=73),\n",
       " Note(start=93.409030, end=93.696139, pitch=56, velocity=82),\n",
       " Note(start=93.643405, end=94.477389, pitch=85, velocity=120),\n",
       " Note(start=93.643405, end=94.633639, pitch=42, velocity=92),\n",
       " Note(start=93.643405, end=93.948092, pitch=54, velocity=84),\n",
       " Note(start=93.643405, end=94.223483, pitch=58, velocity=89),\n",
       " Note(start=93.877780, end=94.467623, pitch=51, velocity=58),\n",
       " Note(start=94.112155, end=94.690280, pitch=54, velocity=84),\n",
       " Note(start=94.346530, end=95.049655, pitch=58, velocity=105),\n",
       " Note(start=94.346530, end=95.438326, pitch=63, velocity=100),\n",
       " Note(start=94.580905, end=95.133639, pitch=90, velocity=114),\n",
       " Note(start=94.580905, end=95.438326, pitch=51, velocity=89),\n",
       " Note(start=94.815280, end=95.438326, pitch=54, velocity=92),\n",
       " Note(start=95.049655, end=95.438326, pitch=58, velocity=87),\n",
       " Note(start=95.518405, end=95.907076, pitch=87, velocity=117),\n",
       " Note(start=95.518405, end=95.602389, pitch=40, velocity=97),\n",
       " Note(start=95.518405, end=95.866061, pitch=52, velocity=78),\n",
       " Note(start=95.518405, end=95.926608, pitch=56, velocity=89),\n",
       " Note(start=95.987155, end=96.106295, pitch=83, velocity=105),\n",
       " Note(start=95.987155, end=97.393405, pitch=52, velocity=87),\n",
       " Note(start=96.221530, end=96.369967, pitch=83, velocity=114),\n",
       " Note(start=96.221530, end=96.924655, pitch=59, velocity=87),\n",
       " Note(start=96.455905, end=96.653170, pitch=85, velocity=111),\n",
       " Note(start=96.455905, end=96.690280, pitch=64, velocity=111),\n",
       " Note(start=96.690280, end=96.846530, pitch=83, velocity=117),\n",
       " Note(start=96.690280, end=97.159030, pitch=64, velocity=23),\n",
       " Note(start=96.690280, end=97.409030, pitch=71, velocity=102),\n",
       " Note(start=96.924655, end=98.317233, pitch=78, velocity=120),\n",
       " Note(start=96.924655, end=97.393405, pitch=59, velocity=73),\n",
       " Note(start=97.159030, end=97.393405, pitch=64, velocity=76),\n",
       " Note(start=97.393405, end=98.153170, pitch=68, velocity=84),\n",
       " Note(start=97.393405, end=98.180514, pitch=64, velocity=78),\n",
       " Note(start=97.393405, end=98.268405, pitch=52, velocity=89),\n",
       " Note(start=97.393405, end=98.280123, pitch=59, velocity=89),\n",
       " Note(start=98.330905, end=98.799655, pitch=52, velocity=111),\n",
       " Note(start=98.330905, end=99.326998, pitch=64, velocity=92),\n",
       " Note(start=98.330905, end=99.326998, pitch=56, velocity=84),\n",
       " Note(start=98.565280, end=99.326998, pitch=51, velocity=89),\n",
       " Note(start=98.565280, end=99.326998, pitch=63, velocity=89),\n",
       " Note(start=98.565280, end=99.268405, pitch=54, velocity=82),\n",
       " Note(start=98.799655, end=99.326998, pitch=49, velocity=94),\n",
       " Note(start=98.799655, end=99.326998, pitch=52, velocity=92),\n",
       " Note(start=98.799655, end=99.326998, pitch=61, velocity=94),\n",
       " Note(start=99.268405, end=101.055514, pitch=47, velocity=80),\n",
       " Note(start=99.268405, end=99.526217, pitch=54, velocity=73),\n",
       " Note(start=99.268405, end=99.787936, pitch=59, velocity=84),\n",
       " Note(start=99.737155, end=100.096530, pitch=54, velocity=87),\n",
       " Note(start=100.205905, end=100.674655, pitch=54, velocity=94),\n",
       " Note(start=100.205905, end=101.149264, pitch=59, velocity=108),\n",
       " Note(start=100.205905, end=101.149264, pitch=63, velocity=97),\n",
       " Note(start=100.674655, end=101.143405, pitch=54, velocity=105),\n",
       " Note(start=101.143405, end=102.627780, pitch=42, velocity=92),\n",
       " Note(start=101.143405, end=101.621920, pitch=58, velocity=89),\n",
       " Note(start=101.143405, end=101.871920, pitch=54, velocity=87),\n",
       " Note(start=101.612155, end=102.235201, pitch=49, velocity=37),\n",
       " Note(start=102.080905, end=103.018405, pitch=61, velocity=97),\n",
       " Note(start=102.080905, end=103.018405, pitch=54, velocity=105),\n",
       " Note(start=102.549655, end=103.018405, pitch=49, velocity=108),\n",
       " Note(start=103.018405, end=104.180514, pitch=40, velocity=89),\n",
       " Note(start=103.018405, end=103.530123, pitch=56, velocity=92),\n",
       " Note(start=103.018405, end=103.780123, pitch=52, velocity=78),\n",
       " Note(start=103.487155, end=104.866061, pitch=47, velocity=34),\n",
       " Note(start=103.955905, end=104.866061, pitch=52, velocity=92),\n",
       " Note(start=103.955905, end=104.866061, pitch=56, velocity=120),\n",
       " Note(start=103.955905, end=104.866061, pitch=59, velocity=105),\n",
       " Note(start=104.424655, end=104.866061, pitch=40, velocity=92),\n",
       " Note(start=104.893405, end=105.420748, pitch=58, velocity=89),\n",
       " Note(start=104.893405, end=105.489108, pitch=54, velocity=80),\n",
       " Note(start=104.893405, end=106.326998, pitch=42, velocity=100),\n",
       " Note(start=105.362155, end=106.065280, pitch=49, velocity=41),\n",
       " Note(start=105.830905, end=106.299655, pitch=54, velocity=94),\n",
       " Note(start=105.830905, end=106.534030, pitch=58, velocity=111),\n",
       " Note(start=105.830905, end=106.735201, pitch=61, velocity=94),\n",
       " Note(start=106.065280, end=106.735201, pitch=49, velocity=80),\n",
       " Note(start=106.299655, end=106.735201, pitch=54, velocity=105),\n",
       " Note(start=106.534030, end=106.735201, pitch=58, velocity=97),\n",
       " Note(start=106.768405, end=107.231295, pitch=59, velocity=102),\n",
       " Note(start=106.768405, end=107.326998, pitch=56, velocity=92),\n",
       " Note(start=106.768405, end=108.375826, pitch=44, velocity=100),\n",
       " Note(start=107.237155, end=108.174655, pitch=51, velocity=37),\n",
       " Note(start=107.705905, end=108.748873, pitch=56, velocity=97),\n",
       " Note(start=107.705905, end=108.748873, pitch=59, velocity=108),\n",
       " Note(start=107.705905, end=108.748873, pitch=63, velocity=97),\n",
       " Note(start=108.174655, end=108.748873, pitch=51, velocity=92),\n",
       " Note(start=108.643405, end=108.918795, pitch=54, velocity=94),\n",
       " Note(start=108.643405, end=109.196139, pitch=58, velocity=102),\n",
       " Note(start=109.112155, end=109.580905, pitch=54, velocity=73),\n",
       " Note(start=109.580905, end=110.049655, pitch=54, velocity=89),\n",
       " Note(start=109.580905, end=110.491061, pitch=58, velocity=105),\n",
       " Note(start=109.580905, end=110.491061, pitch=63, velocity=105),\n",
       " Note(start=110.049655, end=110.491061, pitch=54, velocity=94),\n",
       " Note(start=110.518405, end=110.750826, pitch=56, velocity=97),\n",
       " Note(start=110.518405, end=111.102389, pitch=61, velocity=97),\n",
       " Note(start=110.518405, end=111.895358, pitch=49, velocity=84),\n",
       " Note(start=110.987155, end=111.455905, pitch=56, velocity=69),\n",
       " Note(start=111.455905, end=111.924655, pitch=56, velocity=108),\n",
       " Note(start=111.455905, end=112.389498, pitch=61, velocity=108),\n",
       " Note(start=111.455905, end=112.389498, pitch=64, velocity=94),\n",
       " Note(start=111.924655, end=112.389498, pitch=56, velocity=105),\n",
       " Note(start=112.393405, end=112.866061, pitch=54, velocity=84),\n",
       " Note(start=112.393405, end=112.899264, pitch=58, velocity=92),\n",
       " Note(start=112.393405, end=112.899264, pitch=61, velocity=87),\n",
       " Note(start=112.393405, end=113.938326, pitch=42, velocity=102),\n",
       " Note(start=112.647311, end=112.756686, pitch=66, velocity=82),\n",
       " Note(start=112.862155, end=113.453951, pitch=49, velocity=66),\n",
       " Note(start=112.871920, end=112.991061, pitch=68, velocity=88),\n",
       " Note(start=113.084811, end=113.159030, pitch=70, velocity=91),\n",
       " Note(start=113.096530, end=113.330905, pitch=54, velocity=82),\n",
       " Note(start=113.328951, end=113.426608, pitch=71, velocity=99),\n",
       " Note(start=113.330905, end=114.143405, pitch=58, velocity=108),\n",
       " Note(start=113.330905, end=114.143405, pitch=54, velocity=94),\n",
       " Note(start=113.330905, end=114.143405, pitch=61, velocity=97),\n",
       " Note(start=113.541842, end=113.692233, pitch=73, velocity=101),\n",
       " Note(start=113.795748, end=113.873873, pitch=75, velocity=106),\n",
       " Note(start=113.799655, end=114.143405, pitch=49, velocity=64),\n",
       " Note(start=114.020358, end=114.160983, pitch=76, velocity=119),\n",
       " Note(start=114.268405, end=114.528170, pitch=54, velocity=80),\n",
       " Note(start=114.268405, end=114.768405, pitch=63, velocity=92),\n",
       " Note(start=114.268405, end=114.807467, pitch=59, velocity=94),\n",
       " Note(start=114.268405, end=115.977389, pitch=47, velocity=92),\n",
       " Note(start=114.272311, end=115.125826, pitch=78, velocity=127),\n",
       " Note(start=114.737155, end=115.205905, pitch=54, velocity=46),\n",
       " Note(start=115.205905, end=115.674655, pitch=54, velocity=97),\n",
       " Note(start=115.205905, end=116.162936, pitch=63, velocity=92),\n",
       " Note(start=115.674655, end=116.143405, pitch=54, velocity=108),\n",
       " Note(start=116.143405, end=117.610201, pitch=42, velocity=100),\n",
       " Note(start=116.143405, end=116.633639, pitch=61, velocity=84),\n",
       " Note(start=116.143405, end=116.645358, pitch=54, velocity=89),\n",
       " Note(start=116.612155, end=117.948092, pitch=49, velocity=49),\n",
       " Note(start=117.080905, end=117.948092, pitch=61, velocity=100),\n",
       " Note(start=117.080905, end=117.948092, pitch=54, velocity=105),\n",
       " Note(start=117.549655, end=117.948092, pitch=58, velocity=111),\n",
       " Note(start=118.018405, end=118.412936, pitch=59, velocity=97),\n",
       " Note(start=118.018405, end=118.731295, pitch=56, velocity=92),\n",
       " Note(start=118.018405, end=119.575045, pitch=44, velocity=97),\n",
       " Note(start=118.487155, end=119.190280, pitch=51, velocity=55),\n",
       " Note(start=118.955905, end=119.424655, pitch=56, velocity=89),\n",
       " Note(start=118.955905, end=119.873873, pitch=59, velocity=100),\n",
       " Note(start=118.955905, end=119.873873, pitch=63, velocity=94),\n",
       " Note(start=119.190280, end=119.873873, pitch=51, velocity=78),\n",
       " Note(start=119.424655, end=119.873873, pitch=56, velocity=108),\n",
       " Note(start=119.893405, end=120.129733, pitch=58, velocity=94),\n",
       " Note(start=119.893405, end=120.518405, pitch=63, velocity=92),\n",
       " Note(start=119.893405, end=121.143405, pitch=51, velocity=102),\n",
       " Note(start=120.362155, end=120.830905, pitch=58, velocity=82),\n",
       " Note(start=120.830905, end=121.065280, pitch=58, velocity=102),\n",
       " Note(start=120.830905, end=121.299655, pitch=63, velocity=108),\n",
       " Note(start=120.830905, end=121.868014, pitch=66, velocity=100),\n",
       " Note(start=121.065280, end=121.868014, pitch=58, velocity=94),\n",
       " Note(start=121.299655, end=121.868014, pitch=63, velocity=87),\n",
       " Note(start=121.768405, end=122.465670, pitch=56, velocity=97),\n",
       " Note(start=121.768405, end=122.467623, pitch=59, velocity=100),\n",
       " Note(start=121.768405, end=122.909030, pitch=40, velocity=94),\n",
       " Note(start=122.237155, end=123.698092, pitch=47, velocity=60),\n",
       " Note(start=122.705905, end=123.643405, pitch=56, velocity=97),\n",
       " Note(start=122.705905, end=123.698092, pitch=59, velocity=105),\n",
       " Note(start=122.705905, end=123.698092, pitch=64, velocity=97),\n",
       " Note(start=123.174655, end=123.698092, pitch=40, velocity=92),\n",
       " Note(start=123.643405, end=124.481295, pitch=37, velocity=78),\n",
       " Note(start=123.643405, end=124.811373, pitch=49, velocity=67),\n",
       " Note(start=123.643405, end=123.924655, pitch=56, velocity=89),\n",
       " Note(start=123.643405, end=124.239108, pitch=61, velocity=84),\n",
       " Note(start=124.112155, end=124.580905, pitch=56, velocity=94),\n",
       " Note(start=124.580905, end=125.284030, pitch=56, velocity=105),\n",
       " Note(start=124.580905, end=125.618014, pitch=61, velocity=105),\n",
       " Note(start=124.580905, end=125.618014, pitch=64, velocity=97),\n",
       " Note(start=125.049655, end=125.618014, pitch=49, velocity=78),\n",
       " Note(start=125.284030, end=125.518405, pitch=56, velocity=94),\n",
       " Note(start=125.518405, end=126.723483, pitch=40, velocity=102),\n",
       " Note(start=125.518405, end=126.075045, pitch=56, velocity=97),\n",
       " Note(start=125.518405, end=126.233248, pitch=52, velocity=80),\n",
       " Note(start=125.987155, end=126.690280, pitch=47, velocity=55),\n",
       " Note(start=126.455905, end=126.924655, pitch=52, velocity=105),\n",
       " Note(start=126.455905, end=127.348483, pitch=59, velocity=97),\n",
       " Note(start=126.690280, end=127.348483, pitch=47, velocity=100),\n",
       " Note(start=126.924655, end=127.348483, pitch=52, velocity=102),\n",
       " Note(start=127.159030, end=127.348483, pitch=56, velocity=102),\n",
       " Note(start=127.393405, end=127.612155, pitch=56, velocity=92),\n",
       " Note(start=127.393405, end=128.174655, pitch=54, velocity=89),\n",
       " Note(start=127.393405, end=128.532076, pitch=42, velocity=100),\n",
       " Note(start=127.862155, end=128.457858, pitch=49, velocity=80),\n",
       " Note(start=128.330905, end=129.200045, pitch=58, velocity=117),\n",
       " Note(start=128.330905, end=129.200045, pitch=54, velocity=108),\n",
       " Note(start=128.799655, end=129.200045, pitch=49, velocity=84),\n",
       " Note(start=129.268405, end=129.551608, pitch=54, velocity=80),\n",
       " Note(start=129.268405, end=129.791842, pitch=59, velocity=82),\n",
       " Note(start=129.268405, end=129.830905, pitch=63, velocity=92),\n",
       " Note(start=129.268405, end=130.352389, pitch=47, velocity=89),\n",
       " Note(start=129.737155, end=130.205905, pitch=54, velocity=78),\n",
       " Note(start=130.205905, end=130.674655, pitch=54, velocity=102),\n",
       " Note(start=130.205905, end=131.201998, pitch=63, velocity=89),\n",
       " Note(start=130.440280, end=131.201998, pitch=47, velocity=97),\n",
       " Note(start=130.674655, end=131.143405, pitch=54, velocity=100),\n",
       " Note(start=131.143405, end=132.379733, pitch=42, velocity=102),\n",
       " Note(start=131.143405, end=131.715670, pitch=58, velocity=89),\n",
       " Note(start=131.143405, end=131.785983, pitch=54, velocity=87),\n",
       " Note(start=131.612155, end=132.315280, pitch=49, velocity=55),\n",
       " Note(start=132.080905, end=132.549655, pitch=54, velocity=100),\n",
       " Note(start=132.080905, end=132.975436, pitch=58, velocity=111),\n",
       " Note(start=132.080905, end=132.975436, pitch=61, velocity=97),\n",
       " Note(start=132.315280, end=132.975436, pitch=49, velocity=87),\n",
       " Note(start=132.549655, end=132.975436, pitch=54, velocity=84),\n",
       " Note(start=133.018405, end=133.434420, pitch=59, velocity=97),\n",
       " Note(start=133.018405, end=133.541842, pitch=56, velocity=97),\n",
       " Note(start=133.018405, end=134.614108, pitch=44, velocity=97),\n",
       " Note(start=133.487155, end=134.190280, pitch=51, velocity=57),\n",
       " Note(start=133.721530, end=133.955905, pitch=56, velocity=89),\n",
       " Note(start=133.955905, end=134.424655, pitch=56, velocity=111),\n",
       " Note(start=133.955905, end=134.881686, pitch=63, velocity=100),\n",
       " Note(start=134.190280, end=134.881686, pitch=51, velocity=94),\n",
       " Note(start=134.424655, end=134.881686, pitch=56, velocity=97),\n",
       " Note(start=134.424655, end=134.881686, pitch=61, velocity=97),\n",
       " Note(start=134.659030, end=134.881686, pitch=59, velocity=73),\n",
       " Note(start=134.893405, end=135.170748, pitch=58, velocity=87),\n",
       " Note(start=134.893405, end=135.446139, pitch=63, velocity=76),\n",
       " Note(start=134.893405, end=136.098483, pitch=51, velocity=100),\n",
       " Note(start=135.362155, end=135.830905, pitch=58, velocity=84),\n",
       " Note(start=135.830905, end=136.299655, pitch=58, velocity=108),\n",
       " Note(start=135.830905, end=138.643405, pitch=63, velocity=105),\n",
       " Note(start=135.830905, end=138.643405, pitch=66, velocity=100),\n",
       " Note(start=136.299655, end=138.643405, pitch=58, velocity=97),\n",
       " Note(start=136.768405, end=137.237155, pitch=59, velocity=92),\n",
       " Note(start=136.768405, end=137.705905, pitch=64, velocity=76),\n",
       " Note(start=136.768405, end=138.643405, pitch=40, velocity=84),\n",
       " Note(start=137.237155, end=137.705905, pitch=59, velocity=97),\n",
       " Note(start=137.705905, end=138.174655, pitch=59, velocity=102),\n",
       " Note(start=137.705905, end=138.643405, pitch=64, velocity=102),\n",
       " Note(start=137.705905, end=138.643405, pitch=68, velocity=100),\n",
       " Note(start=138.174655, end=138.643405, pitch=59, velocity=82),\n",
       " Note(start=138.643405, end=139.475436, pitch=66, velocity=82),\n",
       " Note(start=138.643405, end=139.936373, pitch=51, velocity=80),\n",
       " Note(start=138.643405, end=138.953951, pitch=63, velocity=84),\n",
       " Note(start=139.112155, end=139.467623, pitch=63, velocity=67),\n",
       " Note(start=139.580905, end=139.844576, pitch=63, velocity=108),\n",
       " Note(start=139.580905, end=140.155123, pitch=66, velocity=108),\n",
       " Note(start=139.580905, end=140.182467, pitch=70, velocity=100),\n",
       " Note(start=140.049655, end=140.512545, pitch=63, velocity=67),\n",
       " Note(start=140.518405, end=141.035983, pitch=61, velocity=80),\n",
       " Note(start=140.518405, end=141.272311, pitch=64, velocity=87),\n",
       " Note(start=140.518405, end=141.760592, pitch=49, velocity=97),\n",
       " Note(start=140.987155, end=141.307467, pitch=56, velocity=66),\n",
       " Note(start=141.221530, end=142.412936, pitch=59, velocity=114),\n",
       " Note(start=141.455905, end=142.412936, pitch=56, velocity=100),\n",
       " Note(start=141.690280, end=142.159030, pitch=64, velocity=114),\n",
       " Note(start=141.924655, end=142.412936, pitch=61, velocity=69),\n",
       " Note(start=142.159030, end=142.412936, pitch=64, velocity=78),\n",
       " Note(start=142.393405, end=143.682467, pitch=42, velocity=94),\n",
       " Note(start=142.393405, end=142.676608, pitch=54, velocity=82),\n",
       " Note(start=142.393405, end=142.854342, pitch=58, velocity=102),\n",
       " Note(start=142.627780, end=143.172701, pitch=49, velocity=58),\n",
       " Note(start=142.862155, end=143.440280, pitch=54, velocity=62),\n",
       " Note(start=143.096530, end=144.217623, pitch=61, velocity=100),\n",
       " Note(start=143.330905, end=144.217623, pitch=49, velocity=80),\n",
       " Note(start=143.565280, end=144.217623, pitch=66, velocity=111),\n",
       " Note(start=143.580905, end=143.817233, pitch=59, velocity=89),\n",
       " Note(start=143.582858, end=143.817233, pitch=71, velocity=98),\n",
       " Note(start=143.799655, end=144.217623, pitch=54, velocity=92),\n",
       " Note(start=143.805514, end=144.041842, pitch=61, velocity=105),\n",
       " Note(start=143.807467, end=144.041842, pitch=73, velocity=104),\n",
       " Note(start=144.020358, end=144.137545, pitch=63, velocity=117),\n",
       " Note(start=144.022311, end=144.139498, pitch=75, velocity=125),\n",
       " Note(start=144.268405, end=145.664889, pitch=63, velocity=127),\n",
       " Note(start=144.268405, end=144.516451, pitch=54, velocity=92),\n",
       " Note(start=144.268405, end=145.016451, pitch=59, velocity=92),\n",
       " Note(start=144.268405, end=145.989108, pitch=47, velocity=92),\n",
       " Note(start=144.274264, end=144.764498, pitch=75, velocity=127),\n",
       " Note(start=144.274264, end=144.764498, pitch=87, velocity=127),\n",
       " Note(start=144.737155, end=145.205905, pitch=54, velocity=40),\n",
       " Note(start=144.754733, end=145.211764, pitch=73, velocity=127),\n",
       " Note(start=144.754733, end=145.211764, pitch=85, velocity=127),\n",
       " Note(start=145.201998, end=145.436373, pitch=71, velocity=127),\n",
       " Note(start=145.201998, end=145.436373, pitch=83, velocity=127),\n",
       " Note(start=145.205905, end=145.674655, pitch=54, velocity=94),\n",
       " Note(start=145.205905, end=146.213717, pitch=61, velocity=89),\n",
       " Note(start=145.426608, end=145.649264, pitch=73, velocity=127),\n",
       " Note(start=145.426608, end=145.649264, pitch=85, velocity=127),\n",
       " Note(start=145.440280, end=146.143405, pitch=59, velocity=80),\n",
       " Note(start=145.670748, end=147.127780, pitch=66, velocity=127),\n",
       " Note(start=145.670748, end=147.129733, pitch=78, velocity=127),\n",
       " Note(start=145.674655, end=146.143405, pitch=54, velocity=82),\n",
       " Note(start=146.143405, end=147.256686, pitch=47, velocity=89),\n",
       " Note(start=146.143405, end=146.426608, pitch=54, velocity=73),\n",
       " Note(start=146.143405, end=146.903170, pitch=59, velocity=69),\n",
       " Note(start=146.143405, end=146.916842, pitch=63, velocity=80),\n",
       " Note(start=146.612155, end=147.080905, pitch=54, velocity=46),\n",
       " Note(start=147.080905, end=148.817233, pitch=54, velocity=64),\n",
       " Note(start=147.080905, end=148.018405, pitch=59, velocity=73),\n",
       " Note(start=147.080905, end=148.817233, pitch=63, velocity=69),\n",
       " Note(start=147.547701, end=147.934420, pitch=63, velocity=127),\n",
       " Note(start=147.547701, end=147.934420, pitch=75, velocity=127),\n",
       " Note(start=148.018405, end=148.643405, pitch=64, velocity=108),\n",
       " Note(start=148.018405, end=148.643405, pitch=76, velocity=100),\n",
       " Note(start=148.018405, end=148.817233, pitch=40, velocity=97),\n",
       " Note(start=148.018405, end=148.817233, pitch=59, velocity=97),\n",
       " Note(start=148.018405, end=148.817233, pitch=64, velocity=100),\n",
       " Note(start=148.018405, end=148.873873, pitch=68, velocity=94),\n",
       " Note(start=148.487155, end=149.707858, pitch=52, velocity=84),\n",
       " Note(start=148.721530, end=149.248873, pitch=83, velocity=105),\n",
       " Note(start=148.721530, end=149.289889, pitch=71, velocity=111),\n",
       " Note(start=148.721530, end=149.278170, pitch=59, velocity=111),\n",
       " Note(start=148.955905, end=149.131686, pitch=64, velocity=108),\n",
       " Note(start=149.190280, end=149.893405, pitch=68, velocity=117),\n",
       " Note(start=149.424655, end=149.764498, pitch=64, velocity=111),\n",
       " Note(start=149.424655, end=149.764498, pitch=76, velocity=100),\n",
       " Note(start=149.659030, end=149.893405, pitch=64, velocity=84),\n",
       " Note(start=149.893405, end=150.190280, pitch=66, velocity=102),\n",
       " Note(start=149.893405, end=150.215670, pitch=78, velocity=105),\n",
       " Note(start=149.893405, end=150.112155, pitch=64, velocity=100),\n",
       " Note(start=149.893405, end=150.170748, pitch=59, velocity=89),\n",
       " Note(start=149.893405, end=150.235201, pitch=68, velocity=100),\n",
       " Note(start=149.893405, end=150.256686, pitch=52, velocity=92),\n",
       " Note(start=150.362155, end=150.596530, pitch=64, velocity=92),\n",
       " Note(start=150.596530, end=151.055514, pitch=73, velocity=105),\n",
       " Note(start=150.596530, end=151.090670, pitch=85, velocity=111),\n",
       " Note(start=150.596530, end=150.989108, pitch=68, velocity=108),\n",
       " Note(start=150.596530, end=150.989108, pitch=64, velocity=105),\n",
       " Note(start=150.830905, end=150.989108, pitch=42, velocity=76),\n",
       " Note(start=151.065280, end=151.713717, pitch=66, velocity=111),\n",
       " Note(start=151.065280, end=151.729342, pitch=78, velocity=97),\n",
       " Note(start=151.065280, end=151.397311, pitch=54, velocity=100),\n",
       " Note(start=151.065280, end=151.442233, pitch=58, velocity=111),\n",
       " Note(start=151.065280, end=151.498873, pitch=42, velocity=105),\n",
       " Note(start=151.768405, end=152.049655, pitch=88, velocity=102),\n",
       " Note(start=151.768405, end=152.078951, pitch=76, velocity=111),\n",
       " Note(start=151.768405, end=153.012545, pitch=44, velocity=102),\n",
       " Note(start=151.768405, end=152.268405, pitch=59, velocity=102),\n",
       " Note(start=151.768405, end=152.287936, pitch=56, velocity=97),\n",
       " Note(start=152.237155, end=152.528170, pitch=87, velocity=108),\n",
       " Note(start=152.237155, end=152.528170, pitch=75, velocity=114),\n",
       " Note(start=152.237155, end=152.705905, pitch=51, velocity=66),\n",
       " Note(start=152.471530, end=153.584811, pitch=59, velocity=114),\n",
       " Note(start=152.471530, end=152.940280, pitch=56, velocity=102),\n",
       " Note(start=152.471530, end=153.584811, pitch=63, velocity=108),\n",
       " Note(start=152.705905, end=152.797701, pitch=85, velocity=102),\n",
       " Note(start=152.705905, end=152.813326, pitch=73, velocity=111),\n",
       " Note(start=152.705905, end=153.174655, pitch=51, velocity=66),\n",
       " Note(start=152.940280, end=155.987155, pitch=71, velocity=111),\n",
       " Note(start=152.940280, end=155.987155, pitch=83, velocity=100),\n",
       " Note(start=152.940280, end=153.409030, pitch=68, velocity=66),\n",
       " Note(start=152.940280, end=153.584811, pitch=56, velocity=108),\n",
       " Note(start=153.174655, end=153.409030, pitch=90, velocity=108),\n",
       " Note(start=153.174655, end=153.409030, pitch=78, velocity=89),\n",
       " Note(start=153.174655, end=153.584811, pitch=51, velocity=78),\n",
       " Note(start=153.174655, end=153.584811, pitch=44, velocity=102),\n",
       " Note(start=153.409030, end=208.545748, pitch=90, velocity=108),\n",
       " Note(start=153.409030, end=156.221530, pitch=78, velocity=108),\n",
       " Note(start=153.409030, end=153.723483, pitch=68, velocity=102),\n",
       " Note(start=153.643405, end=154.813326, pitch=42, velocity=108),\n",
       " Note(start=153.877780, end=154.580905, pitch=49, velocity=44),\n",
       " Note(start=154.112155, end=154.346530, pitch=54, velocity=82),\n",
       " Note(start=154.346530, end=154.815280, pitch=58, velocity=117),\n",
       " Note(start=154.346530, end=154.815280, pitch=54, velocity=100),\n",
       " Note(start=154.346530, end=155.446139, pitch=61, velocity=100),\n",
       " Note(start=154.580905, end=155.446139, pitch=49, velocity=84),\n",
       " Note(start=154.815280, end=155.446139, pitch=54, velocity=105),\n",
       " Note(start=154.815280, end=155.446139, pitch=58, velocity=102),\n",
       " Note(start=155.049655, end=155.446139, pitch=42, velocity=94),\n",
       " Note(start=155.518405, end=208.545748, pitch=76, velocity=102),\n",
       " Note(start=155.518405, end=208.545748, pitch=88, velocity=105),\n",
       " Note(start=155.518405, end=155.789889, pitch=61, velocity=97),\n",
       " Note(start=155.518405, end=156.020358, pitch=64, velocity=108),\n",
       " Note(start=155.518405, end=156.096530, pitch=49, velocity=100),\n",
       " Note(start=155.752780, end=158.330905, pitch=87, velocity=111),\n",
       " Note(start=155.752780, end=158.330905, pitch=75, velocity=94),\n",
       " Note(start=155.752780, end=156.127780, pitch=56, velocity=87),\n",
       " Note(start=155.987155, end=156.690280, pitch=71, velocity=105),\n",
       " Note(start=155.987155, end=156.690280, pitch=83, velocity=108),\n",
       " Note(start=155.987155, end=156.127780, pitch=61, velocity=100),\n",
       " Note(start=156.221530, end=208.545748, pitch=66, velocity=89),\n",
       " Note(start=156.221530, end=208.545748, pitch=78, velocity=111),\n",
       " Note(start=156.221530, end=156.682467, pitch=63, velocity=97),\n",
       " Note(start=156.221530, end=156.690280, pitch=66, velocity=92),\n",
       " Note(start=156.221530, end=156.703951, pitch=51, velocity=105),\n",
       " Note(start=156.690280, end=158.096530, pitch=83, velocity=78),\n",
       " Note(start=156.690280, end=158.096530, pitch=71, velocity=105),\n",
       " Note(start=156.924655, end=208.545748, pitch=80, velocity=114),\n",
       " Note(start=156.924655, end=208.545748, pitch=68, velocity=94),\n",
       " Note(start=156.924655, end=158.578951, pitch=52, velocity=105),\n",
       " Note(start=156.924655, end=157.694186, pitch=64, velocity=94),\n",
       " Note(start=156.924655, end=157.936373, pitch=68, velocity=102),\n",
       " Note(start=157.627780, end=158.186373, pitch=59, velocity=100),\n",
       " Note(start=157.862155, end=158.096530, pitch=64, velocity=76),\n",
       " Note(start=158.096530, end=208.545748, pitch=71, velocity=84),\n",
       " Note(start=158.096530, end=208.545748, pitch=83, velocity=102),\n",
       " Note(start=158.096530, end=159.262545, pitch=71, velocity=92),\n",
       " Note(start=158.096530, end=158.565280, pitch=64, velocity=94),\n",
       " Note(start=158.330905, end=208.545748, pitch=75, velocity=117),\n",
       " Note(start=158.330905, end=208.545748, pitch=87, velocity=108),\n",
       " Note(start=158.330905, end=159.262545, pitch=59, velocity=82),\n",
       " Note(start=158.565280, end=158.799655, pitch=64, velocity=97),\n",
       " Note(start=158.565280, end=159.262545, pitch=68, velocity=102),\n",
       " Note(start=158.799655, end=159.262545, pitch=64, velocity=84),\n",
       " Note(start=159.268405, end=208.545748, pitch=73, velocity=100),\n",
       " Note(start=159.268405, end=208.545748, pitch=85, velocity=87),\n",
       " Note(start=159.268405, end=159.516451, pitch=54, velocity=97),\n",
       " Note(start=159.268405, end=159.776217, pitch=58, velocity=102),\n",
       " Note(start=159.268405, end=160.852389, pitch=42, velocity=97),\n",
       " Note(start=159.502780, end=160.131686, pitch=49, velocity=57),\n",
       " Note(start=159.737155, end=160.674655, pitch=54, velocity=84),\n",
       " Note(start=159.971530, end=161.174655, pitch=61, velocity=108),\n",
       " Note(start=160.205905, end=161.174655, pitch=49, velocity=45),\n",
       " Note(start=160.440280, end=161.143405, pitch=66, velocity=105),\n",
       " Note(start=160.674655, end=161.174655, pitch=54, velocity=92),\n",
       " Note(start=161.143405, end=162.920748, pitch=42, velocity=94),\n",
       " Note(start=161.143405, end=162.920748, pitch=70, velocity=52),\n",
       " Note(start=161.143405, end=162.932467, pitch=66, velocity=58),\n",
       " Note(start=163.018405, end=163.278170, pitch=54, velocity=80),\n",
       " Note(start=163.018405, end=163.518405, pitch=63, velocity=92),\n",
       " Note(start=163.018405, end=163.557467, pitch=59, velocity=94),\n",
       " Note(start=163.018405, end=164.727389, pitch=47, velocity=92),\n",
       " Note(start=163.487155, end=163.955905, pitch=54, velocity=46),\n",
       " Note(start=163.955905, end=164.424655, pitch=54, velocity=97),\n",
       " Note(start=163.955905, end=164.912936, pitch=63, velocity=92),\n",
       " Note(start=164.424655, end=164.893405, pitch=54, velocity=108),\n",
       " Note(start=164.893405, end=166.360201, pitch=42, velocity=100),\n",
       " Note(start=164.893405, end=165.383639, pitch=61, velocity=84),\n",
       " Note(start=164.893405, end=165.395358, pitch=54, velocity=89),\n",
       " Note(start=165.362155, end=166.698092, pitch=49, velocity=49),\n",
       " Note(start=165.830905, end=166.698092, pitch=61, velocity=100),\n",
       " Note(start=165.830905, end=166.698092, pitch=54, velocity=105),\n",
       " Note(start=166.299655, end=166.698092, pitch=58, velocity=111),\n",
       " Note(start=166.768405, end=167.162936, pitch=59, velocity=97),\n",
       " Note(start=166.768405, end=167.481295, pitch=56, velocity=92),\n",
       " Note(start=166.768405, end=168.325045, pitch=44, velocity=97),\n",
       " Note(start=167.237155, end=167.940280, pitch=51, velocity=55),\n",
       " Note(start=167.705905, end=168.174655, pitch=56, velocity=89),\n",
       " Note(start=167.705905, end=168.623873, pitch=59, velocity=100),\n",
       " Note(start=167.705905, end=168.623873, pitch=63, velocity=94),\n",
       " Note(start=167.940280, end=168.623873, pitch=51, velocity=78),\n",
       " Note(start=168.174655, end=168.623873, pitch=56, velocity=108),\n",
       " Note(start=168.643405, end=168.879733, pitch=58, velocity=94),\n",
       " Note(start=168.643405, end=169.268405, pitch=63, velocity=92),\n",
       " Note(start=168.643405, end=169.893405, pitch=51, velocity=102),\n",
       " Note(start=169.112155, end=169.580905, pitch=58, velocity=82),\n",
       " Note(start=169.580905, end=169.815280, pitch=58, velocity=102),\n",
       " Note(start=169.580905, end=170.049655, pitch=63, velocity=108),\n",
       " Note(start=169.580905, end=170.618014, pitch=66, velocity=100),\n",
       " Note(start=169.815280, end=170.618014, pitch=58, velocity=94),\n",
       " Note(start=170.049655, end=170.618014, pitch=63, velocity=87),\n",
       " Note(start=170.518405, end=171.215670, pitch=56, velocity=97),\n",
       " Note(start=170.518405, end=171.217623, pitch=59, velocity=100),\n",
       " Note(start=170.518405, end=171.659030, pitch=40, velocity=94),\n",
       " Note(start=170.987155, end=172.448092, pitch=47, velocity=60),\n",
       " Note(start=171.455905, end=172.393405, pitch=56, velocity=97),\n",
       " Note(start=171.455905, end=172.448092, pitch=59, velocity=105),\n",
       " Note(start=171.455905, end=172.448092, pitch=64, velocity=97),\n",
       " Note(start=171.924655, end=172.448092, pitch=40, velocity=92),\n",
       " Note(start=172.393405, end=173.231295, pitch=37, velocity=78),\n",
       " Note(start=172.393405, end=173.561373, pitch=49, velocity=67),\n",
       " Note(start=172.393405, end=172.674655, pitch=56, velocity=89),\n",
       " Note(start=172.393405, end=172.989108, pitch=61, velocity=84),\n",
       " Note(start=172.862155, end=173.330905, pitch=56, velocity=94),\n",
       " Note(start=173.330905, end=174.034030, pitch=56, velocity=105),\n",
       " Note(start=173.330905, end=174.368014, pitch=61, velocity=105),\n",
       " Note(start=173.330905, end=174.368014, pitch=64, velocity=97),\n",
       " Note(start=173.799655, end=174.368014, pitch=49, velocity=78),\n",
       " Note(start=174.034030, end=174.268405, pitch=56, velocity=94),\n",
       " Note(start=174.268405, end=175.473483, pitch=40, velocity=102),\n",
       " Note(start=174.268405, end=174.825045, pitch=56, velocity=97),\n",
       " Note(start=174.268405, end=174.983248, pitch=52, velocity=80),\n",
       " Note(start=174.737155, end=175.440280, pitch=47, velocity=55),\n",
       " Note(start=175.205905, end=175.674655, pitch=52, velocity=105),\n",
       " Note(start=175.205905, end=176.098483, pitch=59, velocity=97),\n",
       " Note(start=175.440280, end=176.098483, pitch=47, velocity=100),\n",
       " Note(start=175.674655, end=176.098483, pitch=52, velocity=102),\n",
       " Note(start=175.909030, end=176.098483, pitch=56, velocity=102),\n",
       " Note(start=176.143405, end=176.362155, pitch=56, velocity=92),\n",
       " Note(start=176.143405, end=176.924655, pitch=54, velocity=89),\n",
       " Note(start=176.143405, end=177.282076, pitch=42, velocity=100),\n",
       " Note(start=176.612155, end=177.207858, pitch=49, velocity=80),\n",
       " Note(start=177.080905, end=177.950045, pitch=58, velocity=117),\n",
       " Note(start=177.080905, end=177.950045, pitch=54, velocity=108),\n",
       " Note(start=177.549655, end=177.950045, pitch=49, velocity=84),\n",
       " Note(start=178.018405, end=178.301608, pitch=54, velocity=80),\n",
       " Note(start=178.018405, end=178.541842, pitch=59, velocity=82),\n",
       " Note(start=178.018405, end=178.580905, pitch=63, velocity=92),\n",
       " Note(start=178.018405, end=179.102389, pitch=47, velocity=89),\n",
       " Note(start=178.487155, end=178.955905, pitch=54, velocity=78),\n",
       " Note(start=178.955905, end=179.424655, pitch=54, velocity=102),\n",
       " Note(start=178.955905, end=179.951998, pitch=63, velocity=89),\n",
       " Note(start=179.190280, end=179.951998, pitch=47, velocity=97),\n",
       " Note(start=179.424655, end=179.893405, pitch=54, velocity=100),\n",
       " Note(start=179.893405, end=181.129733, pitch=42, velocity=102),\n",
       " Note(start=179.893405, end=180.465670, pitch=58, velocity=89),\n",
       " Note(start=179.893405, end=180.535983, pitch=54, velocity=87),\n",
       " Note(start=180.362155, end=181.065280, pitch=49, velocity=55),\n",
       " Note(start=180.830905, end=181.299655, pitch=54, velocity=100),\n",
       " Note(start=180.830905, end=181.725436, pitch=58, velocity=111),\n",
       " Note(start=180.830905, end=181.725436, pitch=61, velocity=97),\n",
       " Note(start=181.065280, end=181.725436, pitch=49, velocity=87),\n",
       " Note(start=181.299655, end=181.725436, pitch=54, velocity=84),\n",
       " Note(start=181.768405, end=182.184420, pitch=59, velocity=97),\n",
       " Note(start=181.768405, end=182.291842, pitch=56, velocity=97),\n",
       " Note(start=181.768405, end=183.364108, pitch=44, velocity=97),\n",
       " Note(start=182.237155, end=182.940280, pitch=51, velocity=57),\n",
       " Note(start=182.471530, end=182.705905, pitch=56, velocity=89),\n",
       " Note(start=182.705905, end=183.174655, pitch=56, velocity=111),\n",
       " Note(start=182.705905, end=183.631686, pitch=63, velocity=100),\n",
       " Note(start=182.940280, end=183.631686, pitch=51, velocity=94),\n",
       " Note(start=183.174655, end=183.631686, pitch=56, velocity=97),\n",
       " Note(start=183.174655, end=183.631686, pitch=61, velocity=97),\n",
       " Note(start=183.409030, end=183.631686, pitch=59, velocity=73),\n",
       " Note(start=183.643405, end=183.920748, pitch=58, velocity=87),\n",
       " Note(start=183.643405, end=184.196139, pitch=63, velocity=76),\n",
       " Note(start=183.643405, end=184.848483, pitch=51, velocity=100),\n",
       " Note(start=184.112155, end=184.580905, pitch=58, velocity=84),\n",
       " Note(start=184.580905, end=185.049655, pitch=58, velocity=108),\n",
       " Note(start=184.580905, end=187.393405, pitch=63, velocity=105),\n",
       " Note(start=184.580905, end=187.393405, pitch=66, velocity=100),\n",
       " Note(start=185.049655, end=187.393405, pitch=58, velocity=97),\n",
       " Note(start=185.518405, end=185.987155, pitch=59, velocity=92),\n",
       " Note(start=185.518405, end=186.455905, pitch=64, velocity=76),\n",
       " Note(start=185.518405, end=187.393405, pitch=40, velocity=84),\n",
       " Note(start=185.987155, end=186.455905, pitch=59, velocity=97),\n",
       " Note(start=186.455905, end=186.924655, pitch=59, velocity=102),\n",
       " Note(start=186.455905, end=187.393405, pitch=64, velocity=102),\n",
       " Note(start=186.455905, end=187.393405, pitch=68, velocity=100),\n",
       " Note(start=186.924655, end=187.393405, pitch=59, velocity=82),\n",
       " Note(start=187.393405, end=188.225436, pitch=66, velocity=82),\n",
       " Note(start=187.393405, end=188.686373, pitch=51, velocity=80),\n",
       " Note(start=187.393405, end=187.703951, pitch=63, velocity=84),\n",
       " Note(start=187.862155, end=188.217623, pitch=63, velocity=67),\n",
       " Note(start=188.330905, end=188.594576, pitch=63, velocity=108),\n",
       " Note(start=188.330905, end=188.905123, pitch=66, velocity=108),\n",
       " Note(start=188.330905, end=188.932467, pitch=70, velocity=100),\n",
       " Note(start=188.799655, end=189.262545, pitch=63, velocity=67),\n",
       " Note(start=189.268405, end=189.785983, pitch=61, velocity=80),\n",
       " Note(start=189.268405, end=190.022311, pitch=64, velocity=87),\n",
       " Note(start=189.268405, end=190.510592, pitch=49, velocity=97),\n",
       " Note(start=189.737155, end=190.057467, pitch=56, velocity=66),\n",
       " Note(start=189.971530, end=191.162936, pitch=59, velocity=114),\n",
       " Note(start=190.205905, end=191.162936, pitch=56, velocity=100),\n",
       " Note(start=190.440280, end=190.909030, pitch=64, velocity=114),\n",
       " Note(start=190.674655, end=191.162936, pitch=61, velocity=69),\n",
       " Note(start=190.909030, end=191.162936, pitch=64, velocity=78),\n",
       " Note(start=191.143405, end=192.432467, pitch=42, velocity=94),\n",
       " Note(start=191.143405, end=191.426608, pitch=54, velocity=82),\n",
       " Note(start=191.143405, end=191.604342, pitch=58, velocity=102),\n",
       " Note(start=191.377780, end=191.922701, pitch=49, velocity=58),\n",
       " Note(start=191.612155, end=192.190280, pitch=54, velocity=62),\n",
       " Note(start=191.846530, end=192.967623, pitch=61, velocity=100),\n",
       " Note(start=192.080905, end=192.967623, pitch=49, velocity=80),\n",
       " Note(start=192.315280, end=192.967623, pitch=66, velocity=111),\n",
       " Note(start=192.549655, end=192.967623, pitch=54, velocity=92),\n",
       " Note(start=193.018405, end=193.266451, pitch=51, velocity=92),\n",
       " Note(start=193.018405, end=193.766451, pitch=59, velocity=92),\n",
       " Note(start=193.018405, end=194.739108, pitch=44, velocity=92),\n",
       " Note(start=193.487155, end=193.955905, pitch=51, velocity=40),\n",
       " Note(start=193.955905, end=194.424655, pitch=51, velocity=94),\n",
       " Note(start=193.955905, end=194.893405, pitch=59, velocity=89),\n",
       " Note(start=194.190280, end=194.963717, pitch=58, velocity=80),\n",
       " Note(start=194.424655, end=194.893405, pitch=51, velocity=82),\n",
       " Note(start=194.893405, end=195.653170, pitch=59, velocity=69),\n",
       " Note(start=194.893405, end=195.666842, pitch=68, velocity=80),\n",
       " Note(start=194.893405, end=196.397311, pitch=51, velocity=73),\n",
       " Note(start=196.768405, end=197.465670, pitch=64, velocity=80),\n",
       " Note(start=196.768405, end=197.469576, pitch=61, velocity=76),\n",
       " Note(start=196.768405, end=197.735201, pitch=49, velocity=100),\n",
       " Note(start=197.237155, end=198.629733, pitch=56, velocity=66),\n",
       " Note(start=197.705905, end=198.174655, pitch=61, velocity=89),\n",
       " Note(start=197.705905, end=198.629733, pitch=64, velocity=87),\n",
       " Note(start=198.174655, end=198.629733, pitch=61, velocity=87),\n",
       " Note(start=198.643405, end=199.442233, pitch=61, velocity=92),\n",
       " Note(start=198.643405, end=199.446139, pitch=54, velocity=71),\n",
       " Note(start=198.643405, end=199.811373, pitch=42, velocity=89),\n",
       " Note(start=199.112155, end=200.440280, pitch=49, velocity=43),\n",
       " Note(start=199.580905, end=200.440280, pitch=54, velocity=80),\n",
       " Note(start=199.580905, end=200.440280, pitch=61, velocity=80),\n",
       " Note(start=200.049655, end=200.440280, pitch=42, velocity=84),\n",
       " Note(start=200.518405, end=200.748873, pitch=54, velocity=76),\n",
       " Note(start=200.518405, end=201.401217, pitch=61, velocity=78),\n",
       " Note(start=200.518405, end=201.641451, pitch=47, velocity=84),\n",
       " Note(start=200.987155, end=201.455905, pitch=54, velocity=60),\n",
       " Note(start=201.455905, end=201.924655, pitch=54, velocity=82),\n",
       " Note(start=201.455905, end=202.393405, pitch=59, velocity=87),\n",
       " Note(start=201.924655, end=202.393405, pitch=54, velocity=84),\n",
       " ...]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "notes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 필요한 class\n",
    "DURATION = 100\n",
    "NOTE_CHANGE = 255           # 0 -> 127, 127 -> 0, 0 -> 0\n",
    "START_PITCH = 74\n",
    "\n",
    "RANGE_NOTE_ON = 128\n",
    "RANGE_NOTE_OFF = 128\n",
    "RANGE_VEL = 32\n",
    "RANGE_TIME_SHIFT = 100\n",
    "\n",
    "OCTAVE_RANGE = 10\n",
    "PITCH_RANGE = 12\n",
    "\n",
    "OCTAVE_RANGE_INTERVAL = 19\n",
    "PITCH_RANGE_INTERVAL = 23\n",
    "\n",
    "START_IDX_OCTAVE = {\n",
    "    'octave_shift': 0,                                                             # 0\n",
    "    'pitch_shift':OCTAVE_RANGE,                                                    # 19\n",
    "    'duration': OCTAVE_RANGE + PITCH_RANGE,                                        # 42\n",
    "    'time_shift': OCTAVE_RANGE + PITCH_RANGE + DURATION,                           # 142\n",
    "    'velocity': OCTAVE_RANGE + PITCH_RANGE + DURATION + RANGE_TIME_SHIFT           # 242~273\n",
    "}\n",
    "\n",
    "class Event:\n",
    "    def __init__(self, event_type, value):\n",
    "        self.type = event_type\n",
    "        self.value = value\n",
    "\n",
    "    def __repr__(self):\n",
    "        return '<Event type: {}, value: {}>'.format(self.type, self.value)\n",
    "\n",
    "    def to_int(self):\n",
    "        return START_IDX[self.type] + self.value \n",
    "        # return START_IDX[self.type] + self.value + (100 if self.type == \"time_shift\" else 0) # Jaeho changed range of time_shift\n",
    "\n",
    "    # duration type도 token화 해주는 함수\n",
    "    def to_int_JE(self, octave=False):\n",
    "        if octave:\n",
    "            return START_IDX_OCTAVE[self.type] + self.value\n",
    "        else:\n",
    "            return START_IDX_JE[self.type] + self.value \n",
    "\n",
    "    @staticmethod\n",
    "    def from_int(int_value):\n",
    "        info = Event._type_check(int_value)\n",
    "        return Event(info['type'], info['value'])\n",
    "\n",
    "    # duration type token을 다시 event로 바꿔주는 함수\n",
    "    def from_int_JE(int_value, octave=False, interval=False, fusion=False, absolute=False):\n",
    "        if octave and interval:\n",
    "            info = Event._type_check_octave_interval(int_value)\n",
    "        elif octave and fusion and absolute:\n",
    "            info = Event._type_check_octave_fusion_absolute(int_value)\n",
    "        elif octave and fusion:\n",
    "            info = Event._type_check_octave_fusion(int_value)\n",
    "        elif octave:\n",
    "            info = Event._type_check_octave(int_value)\n",
    "        else:\n",
    "            info = Event._type_check_JE(int_value)\n",
    "        \n",
    "        return Event(info['type'], info['value']) \n",
    "\n",
    "    @staticmethod\n",
    "    def _type_check(int_value):\n",
    "        range_note_on = range(0, RANGE_NOTE_ON)\n",
    "        range_note_off = range(RANGE_NOTE_ON, RANGE_NOTE_ON+RANGE_NOTE_OFF)\n",
    "        range_time_shift = range(RANGE_NOTE_ON+RANGE_NOTE_OFF,RANGE_NOTE_ON+RANGE_NOTE_OFF+RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_note_on:\n",
    "            return {'type': 'note_on', 'value': valid_value}\n",
    "        elif int_value in range_note_off:\n",
    "            valid_value -= RANGE_NOTE_ON\n",
    "            return {'type': 'note_off', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (RANGE_NOTE_ON + RANGE_NOTE_OFF)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (RANGE_NOTE_ON + RANGE_NOTE_OFF + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "    \n",
    "\n",
    "    def _type_check_JE(int_value):\n",
    "        range_note_on = range(0, NOTE_CHANGE)\n",
    "        duration = range(NOTE_CHANGE, NOTE_CHANGE+DURATION)\n",
    "        range_time_shift = range(NOTE_CHANGE+DURATION,NOTE_CHANGE+DURATION+RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_note_on:\n",
    "            return {'type': 'note_on', 'value': valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= NOTE_CHANGE\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (NOTE_CHANGE + DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (NOTE_CHANGE + DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_octave(int_value):\n",
    "        range_octave_shift = range(0, OCTAVE_RANGE)\n",
    "        range_pitch_shift = range(OCTAVE_RANGE, OCTAVE_RANGE + PITCH_RANGE)\n",
    "        duration = range(OCTAVE_RANGE + PITCH_RANGE, OCTAVE_RANGE + PITCH_RANGE+DURATION)\n",
    "        range_time_shift = range(OCTAVE_RANGE + PITCH_RANGE+DURATION, OCTAVE_RANGE + PITCH_RANGE+DURATION + RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_octave_shift:\n",
    "            return {'type': 'octave_shift', 'value': valid_value}\n",
    "        elif int_value in range_pitch_shift:\n",
    "            valid_value -= OCTAVE_RANGE\n",
    "            return {'type':'pitch_shift', 'value':valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE)\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE+DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE+DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "## 내가 쓸 거\n",
    "octave = True\n",
    "def _snote2events_JE_now(snote, prev_vel, duration, pitch, logspace = False, octave = False):\n",
    "    result = []\n",
    "    if snote.velocity is not None:\n",
    "        modified_velocity = snote.velocity // 4\n",
    "        if prev_vel != modified_velocity:\n",
    "            result.append(Event(event_type='velocity', value=modified_velocity))\n",
    "    if octave:        \n",
    "        result.append(Event(event_type='octave_shift', value=(pitch//12)+9 if pitch>=0 else -((-pitch)//12)+9))\n",
    "        result.append(Event(event_type='pitch_shift', value=(pitch%12)+11 if pitch>=0 else -((-pitch)%12)+11))\n",
    "    else:\n",
    "        result.append(Event(event_type='note_on', value=pitch))\n",
    "    if DURATION < int(round(duration*100)-1):\n",
    "        result.append(Event(event_type='duration', value=DURATION-1))\n",
    "    else:\n",
    "        if logspace:\n",
    "            temp = int(round(duration*100))-1\n",
    "            temp = make_logscale(temp)\n",
    "            result.append(Event(event_type='duration', value=temp))\n",
    "        else:\n",
    "            result.append(Event(event_type='duration', value=int(round(duration*100))-1))\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "notes  = []\n",
    "events = []\n",
    "last_pitch = -1\n",
    "\n",
    "octave = True\n",
    "logspace=False\n",
    "\n",
    "mid = pretty_midi.PrettyMIDI(midi_file=file_path)\n",
    "\n",
    "for inst in mid.instruments:\n",
    "    inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "cur_time = 0\n",
    "cur_vel = 0\n",
    "\n",
    "notes.sort(key=lambda x: x.start)\n",
    "for snote in notes:\n",
    "    events += _make_time_sift_events(prev_time=cur_time, post_time=snote.start)\n",
    "\n",
    "    if last_pitch == -1:\n",
    "        events += _snote2events_JE_now(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=0, logspace=logspace, octave = octave)\n",
    "    else:\n",
    "        if not octave:\n",
    "            events += _snote2events_JE_now(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=(snote.pitch-last_pitch)+127, logspace=logspace, octave = octave)\n",
    "        else:\n",
    "            events += _snote2events_JE_now(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch-last_pitch, logspace=logspace, octave = octave)\n",
    "\n",
    "    cur_time = snote.start\n",
    "    cur_vel = snote.velocity\n",
    "    \n",
    "    last_pitch=snote.pitch\n",
    "\n",
    "event2token = [e.to_int_JE(octave) for e in events]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "events"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Octave Decoding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "def _event_seq2snote_seq_JE(event_sequence, start_pitch = 78, octave = False):\n",
    "    timeline = 0\n",
    "    velocity = 0\n",
    "    duration = 0\n",
    "    last_pitch = start_pitch\n",
    "    first_note_on = True\n",
    "    snote_seq = []\n",
    "\n",
    "    for i, event in enumerate(event_sequence):\n",
    "        if event.type == 'time_shift':\n",
    "            timeline += ((event.value+1) / 100)\n",
    "        if event.type == 'velocity':\n",
    "            velocity = event.value * 4\n",
    "        if event.type == 'duration':\n",
    "            duration = ((event.value+1) / 100)\n",
    "            snote = SplitNote('note_off', timeline+duration, last_pitch, velocity)\n",
    "            snote_seq.append(snote)\n",
    "        else:\n",
    "            if octave:\n",
    "                if first_note_on and event.type == 'pitch_shift':\n",
    "                    snote = SplitNote('note_on', timeline, last_pitch, velocity)\n",
    "                    first_note_on = False\n",
    "                    snote_seq.append(snote)\n",
    "                elif event.type == 'pitch_shift':\n",
    "                    octave_interval = 9     # octave move가 -9부터 +9까지임 음수가 나오지않기 위해서 기존에 9를 더해줌\n",
    "                    if event_sequence[i-1].type == 'octave_shift':\n",
    "                        octave_interval = event_sequence[i-1].value    \n",
    "                    curr_octave = last_pitch//12\n",
    "                    curr_pitch = last_pitch%12\n",
    "                    last_pitch = (curr_octave+octave_interval-9)*12 + (curr_pitch+event.value-11)\n",
    "\n",
    "                    snote = SplitNote('note_on', timeline, last_pitch, velocity)\n",
    "                    snote_seq.append(snote)\n",
    "            else:\n",
    "                if first_note_on and event.type=='note_on':\n",
    "                    snote = SplitNote(event.type, timeline, last_pitch, velocity)\n",
    "                    first_note_on = False\n",
    "                elif event.type=='note_on':\n",
    "                    last_pitch += event.value - 127\n",
    "                    snote = SplitNote(event.type, timeline, last_pitch, velocity)\n",
    "                else:\n",
    "                    snote = SplitNote(event.type, timeline, event.value, velocity)\n",
    "                snote_seq.append(snote)\n",
    "            \n",
    "    return snote_seq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "def decode_midi_JE_a(idx_array, octave=False, file_path=None):\n",
    "    event_sequence = [Event.from_int_JE(idx, octave) for idx in idx_array]\n",
    "    snote_seq = _event_seq2snote_seq_JE(event_sequence, octave=octave)\n",
    "    note_seq = _merge_note(snote_seq, octave=octave)\n",
    "    note_seq.sort(key=lambda x:x.start)\n",
    "    print()\n",
    "    print(note_seq[:10])\n",
    "\n",
    "    mid = pretty_midi.PrettyMIDI()\n",
    "    # if want to change instument, see https://www.midi.org/specifications/item/gm-level-1-sound-set\n",
    "    instument = pretty_midi.Instrument(1, False, \"Developed By Yang-Kichang\")\n",
    "    instument.notes = note_seq\n",
    "\n",
    "    mid.instruments.append(instument)\n",
    "    if file_path is not None:\n",
    "        mid.write(file_path)\n",
    "    return mid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "[Note(start=3.760000, end=4.030000, pitch=78, velocity=112), Note(start=4.000000, end=4.180000, pitch=76, velocity=104), Note(start=4.250000, end=4.610000, pitch=75, velocity=116), Note(start=4.270000, end=4.940000, pitch=63, velocity=88), Note(start=4.270000, end=4.950000, pitch=59, velocity=76), Note(start=4.270000, end=5.270000, pitch=47, velocity=80), Note(start=4.780000, end=5.070000, pitch=-44, velocity=108), Note(start=5.240000, end=6.220000, pitch=-60, velocity=80), Note(start=5.240000, end=6.230000, pitch=-175, velocity=84), Note(start=5.260000, end=5.970000, pitch=-282, velocity=116)]\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<pretty_midi.pretty_midi.PrettyMIDI at 0x7f66f8b3cdf0>"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx_array = event2token\n",
    "octave = True\n",
    "decode_midi_JE_a(event2token, octave)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Octave Fusion Encoding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "DURATION = 100\n",
    "NOTE_CHANGE = 255           # 0 -> 127, 127 -> 0, 0 -> 0\n",
    "START_PITCH = 74\n",
    "\n",
    "RANGE_NOTE_ON = 128\n",
    "RANGE_NOTE_OFF = 128\n",
    "RANGE_VEL = 32\n",
    "RANGE_TIME_SHIFT = 100\n",
    "\n",
    "OCTAVE_RANGE = 11\n",
    "PITCH_RANGE = 12\n",
    "\n",
    "OCTAVE_RANGE_INTERVAL = 19\n",
    "PITCH_RANGE_INTERVAL = 23\n",
    "\n",
    "START_IDX_OCTAVE_FUSION_ABSOLUTE={\n",
    "    'absolute_octave': 0,\n",
    "    'absolute_pitch': OCTAVE_RANGE,\n",
    "    'octave': OCTAVE_RANGE+PITCH_RANGE,                                                                            # 0\n",
    "    'pitch': OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE,                                                                   # 19\n",
    "    'duration': OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL,                                        # 42\n",
    "    'time_shift': OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL + DURATION,                           # 142\n",
    "    'velocity': OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL + DURATION + RANGE_TIME_SHIFT           # 242~273\n",
    "}\n",
    "\n",
    "NOTE_ON_RELATIVE = 255\n",
    "DURATION_RELATIVE = 30\n",
    "TIME_SHIFT_RELATIVE = 30\n",
    "\n",
    "# duration!\n",
    "START_IDX_RELATIVE = {\n",
    "    'absolute_note_on' : 0,\n",
    "    'note_on': RANGE_NOTE_ON,                                                   # 0~255\n",
    "    'duration': RANGE_NOTE_ON+NOTE_ON_RELATIVE,                                        # 256~555\n",
    "    'time_shift': RANGE_NOTE_ON+NOTE_ON_RELATIVE + DURATION_RELATIVE,                           # 556~655\n",
    "    'velocity': RANGE_NOTE_ON+NOTE_ON_RELATIVE + DURATION_RELATIVE + TIME_SHIFT_RELATIVE           # 656~687\n",
    "}\n",
    "\n",
    "class Event:\n",
    "    def __init__(self, event_type, value):\n",
    "        self.type = event_type\n",
    "        self.value = value\n",
    "\n",
    "    def __repr__(self):\n",
    "        return '<Event type: {}, value: {}>'.format(self.type, self.value)\n",
    "\n",
    "    def to_int(self):\n",
    "        return START_IDX[self.type] + self.value \n",
    "        # return START_IDX[self.type] + self.value + (100 if self.type == \"time_shift\" else 0) # Jaeho changed range of time_shift\n",
    "\n",
    "    # duration type도 token화 해주는 함수\n",
    "    def to_int_JE(self, octave=False, interval=False, fusion=False, absolute=False):\n",
    "        if octave and interval:\n",
    "            return START_IDX_OCTAVE_INTERVAL[self.type] + self.value \n",
    "        elif octave and fusion and absolute:\n",
    "            return START_IDX_OCTAVE_FUSION_ABSOLUTE[self.type] + self.value\n",
    "        elif octave and fusion:\n",
    "            return START_IDX_OCTAVE_FUSION[self.type] + self.value\n",
    "        elif octave:\n",
    "            return START_IDX_OCTAVE[self.type] + self.value \n",
    "        elif interval:\n",
    "            return START_IDX_RELATIVE[self.type]+self.value\n",
    "        else:\n",
    "            return START_IDX_JE[self.type] + self.value \n",
    "\n",
    "    @staticmethod\n",
    "    def from_int(int_value):\n",
    "        info = Event._type_check(int_value)\n",
    "        return Event(info['type'], info['value'])\n",
    "\n",
    "    # duration type token을 다시 event로 바꿔주는 함수\n",
    "    def from_int_JE(int_value, octave=False, interval=False, fusion=False, absolute=False):\n",
    "        if octave and interval:\n",
    "            info = Event._type_check_octave_interval(int_value)\n",
    "        elif octave and fusion and absolute:\n",
    "            info = Event._type_check_octave_fusion_absolute(int_value)\n",
    "        elif octave and fusion:\n",
    "            info = Event._type_check_octave_fusion(int_value)\n",
    "        elif octave:\n",
    "            info = Event._type_check_octave(int_value)\n",
    "        elif interval:\n",
    "            info = Event._type_check_relative(int_value)\n",
    "        else:\n",
    "            info = Event._type_check_JE(int_value)\n",
    "        \n",
    "        return Event(info['type'], info['value']) \n",
    "\n",
    "\n",
    "    @staticmethod\n",
    "    def _type_check(int_value):\n",
    "        range_note_on = range(0, RANGE_NOTE_ON)\n",
    "        range_note_off = range(RANGE_NOTE_ON, RANGE_NOTE_ON+RANGE_NOTE_OFF)\n",
    "        range_time_shift = range(RANGE_NOTE_ON+RANGE_NOTE_OFF,RANGE_NOTE_ON+RANGE_NOTE_OFF+RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_note_on:\n",
    "            return {'type': 'note_on', 'value': valid_value}\n",
    "        elif int_value in range_note_off:\n",
    "            valid_value -= RANGE_NOTE_ON\n",
    "            return {'type': 'note_off', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (RANGE_NOTE_ON + RANGE_NOTE_OFF)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (RANGE_NOTE_ON + RANGE_NOTE_OFF + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "    \n",
    "\n",
    "    def _type_check_JE(int_value):\n",
    "        range_note_on = range(0, NOTE_CHANGE)\n",
    "        duration = range(NOTE_CHANGE, NOTE_CHANGE+DURATION)\n",
    "        range_time_shift = range(NOTE_CHANGE+DURATION,NOTE_CHANGE+DURATION+RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_note_on:\n",
    "            return {'type': 'note_on', 'value': valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= NOTE_CHANGE\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (NOTE_CHANGE + DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (NOTE_CHANGE + DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_octave_interval(int_value):\n",
    "        range_octave_shift = range(0, OCTAVE_RANGE_INTERVAL)\n",
    "        range_pitch_shift = range(OCTAVE_RANGE_INTERVAL, OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL)\n",
    "        duration = range(OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL, OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL+DURATION)\n",
    "        range_time_shift = range(OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL+DURATION, OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL+DURATION + RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_octave_shift:\n",
    "            return {'type': 'octave_shift', 'value': valid_value}\n",
    "        elif int_value in range_pitch_shift:\n",
    "            valid_value -= OCTAVE_RANGE_INTERVAL\n",
    "            return {'type':'pitch_shift', 'value':valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= (OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL)\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL+DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (OCTAVE_RANGE_INTERVAL + PITCH_RANGE_INTERVAL+DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_octave(int_value):\n",
    "        range_octave_shift = range(0, OCTAVE_RANGE)\n",
    "        range_pitch_shift = range(OCTAVE_RANGE, OCTAVE_RANGE + PITCH_RANGE)\n",
    "        duration = range(OCTAVE_RANGE + PITCH_RANGE, OCTAVE_RANGE + PITCH_RANGE+DURATION)\n",
    "        range_time_shift = range(OCTAVE_RANGE + PITCH_RANGE+DURATION, OCTAVE_RANGE + PITCH_RANGE+DURATION + RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_octave_shift:\n",
    "            return {'type': 'octave', 'value': valid_value}\n",
    "        elif int_value in range_pitch_shift:\n",
    "            valid_value -= OCTAVE_RANGE\n",
    "            return {'type':'pitch', 'value':valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE)\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE + DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE+DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_octave_fusion(int_value):\n",
    "        range_octave_shift = range(0, OCTAVE_RANGE)\n",
    "        range_pitch_shift = range(OCTAVE_RANGE, OCTAVE_RANGE + PITCH_RANGE_INTERVAL)\n",
    "        duration = range(OCTAVE_RANGE + PITCH_RANGE_INTERVAL, OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION)\n",
    "        range_time_shift = range(OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION, OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION + RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in range_octave_shift:\n",
    "            return {'type': 'octave', 'value': valid_value}\n",
    "        elif int_value in range_pitch_shift:\n",
    "            valid_value -= OCTAVE_RANGE\n",
    "            return {'type':'pitch', 'value':valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE_INTERVAL)\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE_INTERVAL + DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (OCTAVE_RANGE + PITCH_RANGE_INTERVAL + DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_octave_fusion_absolute(int_value):\n",
    "        absolute_octave = range(0, OCTAVE_RANGE)\n",
    "        absolute_pitch = range(OCTAVE_RANGE, OCTAVE_RANGE+PITCH_RANGE)\n",
    "        range_octave_shift = range(OCTAVE_RANGE+PITCH_RANGE, OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE)\n",
    "        range_pitch_shift = range(OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE, OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL)\n",
    "        duration = range(OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL, OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION)\n",
    "        range_time_shift = range(OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION, OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION + RANGE_TIME_SHIFT)\n",
    "\n",
    "        valid_value = int_value\n",
    "\n",
    "\n",
    "        if int_value in absolute_octave:\n",
    "            return {'type':'absolute_octave', 'value':valid_value}\n",
    "        elif int_value in absolute_pitch:\n",
    "            valid_value -= OCTAVE_RANGE\n",
    "            return {'type':'absolute_pitch', 'value':valid_value}\n",
    "        elif int_value in range_octave_shift:\n",
    "            valid_value -= (OCTAVE_RANGE+PITCH_RANGE)\n",
    "            return {'type': 'octave', 'value': valid_value}\n",
    "        elif int_value in range_pitch_shift:\n",
    "            valid_value -= (OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE)\n",
    "            return {'type':'pitch', 'value':valid_value}\n",
    "        elif int_value in duration:\n",
    "            valid_value -= (OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL)\n",
    "            return {'type': 'duration', 'value': valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION)\n",
    "            return {'type': 'time_shift', 'value': valid_value}\n",
    "        else:\n",
    "            valid_value -= (OCTAVE_RANGE+PITCH_RANGE+OCTAVE_RANGE + PITCH_RANGE_INTERVAL+DURATION + RANGE_TIME_SHIFT)\n",
    "            return {'type': 'velocity', 'value': valid_value}\n",
    "\n",
    "    def _type_check_relative(int_value):\n",
    "        absolute_note_on = range(0, RANGE_NOTE_ON)\n",
    "        range_note_on_relative = range(RANGE_NOTE_ON, RANGE_NOTE_ON+NOTE_ON_RELATIVE)\n",
    "        range_duration_relative = range(RANGE_NOTE_ON+NOTE_ON_RELATIVE, RANGE_NOTE_ON+NOTE_ON_RELATIVE + DURATION_RELATIVE)\n",
    "        range_time_shift = range(RANGE_NOTE_ON+NOTE_ON_RELATIVE + DURATION_RELATIVE, RANGE_NOTE_ON+NOTE_ON_RELATIVE + DURATION_RELATIVE + TIME_SHIFT_RELATIVE)\n",
    "        \n",
    "        valid_value = int_value\n",
    "\n",
    "        if int_value in absolute_note_on:\n",
    "            return {'type':'absolute_note_on', 'value':valid_value}\n",
    "        elif int_value in range_note_on_relative:\n",
    "            valid_value -= RANGE_NOTE_ON\n",
    "            return {'type': 'note_on', 'value':valid_value}\n",
    "        elif int_value in range_duration_relative:\n",
    "            valid_value -= (RANGE_NOTE_ON + NOTE_ON_RELATIVE)\n",
    "            return {'type':'duration', 'value':valid_value}\n",
    "        elif int_value in range_time_shift:\n",
    "            valid_value -= (RANGE_NOTE_ON + NOTE_ON_RELATIVE + DURATION_RELATIVE)\n",
    "            return {'type':'time_shift', 'value':valid_value}\n",
    "        else:\n",
    "            valid_value -= (RANGE_NOTE_ON + NOTE_ON_RELATIVE + DURATION_RELATIVE + TIME_SHIFT_RELATIVE)\n",
    "            return {'type':'velocity', 'value':valid_value}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def octave2fusion_octave(events):\n",
    "    last_pitch = -1\n",
    "    last_octave = -1\n",
    "\n",
    "    result = []\n",
    "\n",
    "    for i, e in enumerate(events):\n",
    "        if e.type == 'pitch' and last_pitch == -1:\n",
    "            last_pitch = e.value\n",
    "            e.value = 11\n",
    "        elif e.type == 'pitch':\n",
    "            temp = e.value\n",
    "            e.value = e.value - last_pitch + 11\n",
    "            last_pitch = temp\n",
    "\n",
    "        if e.type == 'octave' and e.value == last_octave:\n",
    "            continue\n",
    "        elif e.type == 'octave' and e.value != last_octave:\n",
    "            last_octave = e.value\n",
    "\n",
    "        result.append(e)\n",
    "    \n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def make_logscale(duration):\n",
    "    for i in reversed(logscale_list):\n",
    "        if i <= duration:\n",
    "            return int(np.where(logscale_list==i)[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  1,   2,   3,   4,   6,   8,   9,  12,  14,  17,  20,  23,  27,\n",
       "        31,  35,  40,  46,  52,  59,  67,  75,  85,  96, 107, 121, 135,\n",
       "       152, 170, 190, 200])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "logscale_list = np.append(np.logspace(1, 2.3, num = 29, base = 10, dtype=np.integer).round()-9, 200) # 1, 2, 3, ..., 200\n",
    "logscale_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def _snote2events_JE(snote, prev_vel, duration, pitch, logspace = False, octave = False, interval = False):\n",
    "    result = []\n",
    "    if snote.velocity is not None:\n",
    "        modified_velocity = snote.velocity // 4\n",
    "        if prev_vel != modified_velocity:\n",
    "            result.append(Event(event_type='velocity', value=modified_velocity))\n",
    "    if octave and interval:\n",
    "        result.append(Event(event_type='octave_shift', value=(pitch//12)+9 if pitch>0 else -((-pitch)//12)+9))\n",
    "        result.append(Event(event_type='pitch_shift', value=(pitch%12)+11 if pitch>0 else -((-pitch)%12)+11))\n",
    "    if octave:\n",
    "        result.append(Event(event_type='octave', value=pitch//12))\n",
    "        result.append(Event(event_type='pitch', value=pitch%12))\n",
    "    else:\n",
    "        result.append(Event(event_type='note_on', value=pitch))\n",
    "    if logspace:\n",
    "            temp = int(round(duration*100))-1\n",
    "            temp = make_logscale(temp)\n",
    "            result.append(Event(event_type='duration', value=temp))\n",
    "    else:\n",
    "        if DURATION < int(round(duration*100)-1):\n",
    "            result.append(Event(event_type='duration', value=DURATION-1))\n",
    "        result.append(Event(event_type='duration', value=int(round(duration*100))-1))\n",
    "\n",
    "    return result"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "def _make_time_sift_events(prev_time, post_time, logspace=False):\n",
    "    time_interval = int(round((post_time - prev_time) * 100))\n",
    "    \n",
    "    if logspace:\n",
    "        val = make_logscale(time_interval)\n",
    "        if time_interval == 0 or val == 0:\n",
    "            return []\n",
    "\n",
    "        return [Event(event_type='time_shift', value = val)]\n",
    "\n",
    "    results = []\n",
    "    while time_interval >= RANGE_TIME_SHIFT:\n",
    "        results.append(Event(event_type='time_shift', value=RANGE_TIME_SHIFT-1))\n",
    "        time_interval -= RANGE_TIME_SHIFT\n",
    "        \n",
    "    if time_interval == 0:\n",
    "        return results\n",
    "    else:\n",
    "        return results + [Event(event_type='time_shift', value=time_interval-1)]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# def encode_midi_JE(file_path, logspace=False, octave = False, interval=False, fusion = False):\n",
    "notes  = []\n",
    "events = []\n",
    "last_pitch = -1\n",
    "\n",
    "interval=True\n",
    "octave = False\n",
    "fusion = False\n",
    "logspace=True\n",
    "absolute = True\n",
    "\n",
    "mid = pretty_midi.PrettyMIDI(midi_file='/home/bang/다운로드/maestro-v2.0.0-midi/maestro_midi/MIDI-UNPROCESSED_01-03_R1_2014_MID--AUDIO_01_R1_2014_wav--1.midi')\n",
    "\n",
    "for inst in mid.instruments:\n",
    "    inst_notes = inst.notes\n",
    "    # ctrl.number is the number of sustain control. If you want to know abour the number type of control,\n",
    "    # see https://www.midi.org/specifications-old/item/table-3-control-change-messages-data-bytes-2\n",
    "    ctrls = _control_preprocess([ctrl for ctrl in inst.control_changes if ctrl.number == 64])\n",
    "    notes += _note_preprocess(ctrls, inst_notes)\n",
    "\n",
    "cur_time = 0\n",
    "cur_vel = 0\n",
    "\n",
    "notes.sort(key=lambda x: x.start)\n",
    "\n",
    "for snote in notes:\n",
    "    events += _make_time_sift_events(prev_time=cur_time, post_time=snote.start, logspace=logspace)\n",
    "    if last_pitch == -1 and interval:\n",
    "        events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=0, logspace=logspace, octave = octave)\n",
    "    elif interval:\n",
    "        if not octave:  # interval encoding\n",
    "            events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=(snote.pitch-last_pitch)+127, logspace=logspace, octave = octave, interval = interval)\n",
    "        else:           # octave_interval encoding\n",
    "            events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch-last_pitch, logspace=logspace, octave = octave, interval = interval)\n",
    "    else:               # octave encoding\n",
    "        events += _snote2events_JE(snote=snote, prev_vel=cur_vel, duration=snote.end-snote.start, pitch=snote.pitch, logspace=logspace, octave = octave, interval = interval)\n",
    "    cur_time = snote.start\n",
    "    cur_vel = snote.velocity\n",
    "    \n",
    "    last_pitch=snote.pitch\n",
    "\n",
    "if absolute and octave:\n",
    "    events = [Event(event_type='octave', value=notes[0].pitch//12), Event(event_type='absolute_pitch', value=notes[0].pitch%12)] + events\n",
    "elif absolute:\n",
    "    events = [Event(event_type='absolute_note_on', value=notes[0].pitch)] + events\n",
    "\n",
    "if octave and fusion:\n",
    "    events = octave2fusion_octave(events)\n",
    "\n",
    "results = [e.to_int_JE(octave=octave, interval=interval, fusion=fusion, absolute=absolute) for e in events]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "*note_on, relative encoding*\n",
      "event length 5179\n",
      "token type 141\n",
      "\n",
      "count by token\n",
      "time_shift 1080\n",
      "velocity 1366\n",
      "note_on 1366\n",
      "duration 1366\n"
     ]
    }
   ],
   "source": [
    "print(\"*note_on, relative encoding*\")\n",
    "print(\"event length\", len(events))\n",
    "print(\"token type\", len(set([(x.type, x.value) for x in events])))\n",
    "\n",
    "print()\n",
    "print(\"count by token\")\n",
    "print(\"time_shift\", len([x for x in events if x.type == 'time_shift']))\n",
    "print(\"velocity\", len([x for x in events if x.type == 'velocity']))\n",
    "print(\"note_on\", len([x for x in events if x.type == 'note_on']))\n",
    "print(\"duration\", len([x for x in events if x.type == 'duration']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "def relative2absolute(events, start_note):\n",
    "    last_pitch = -1\n",
    "\n",
    "    for e in events:\n",
    "        if e.type == 'note_on' and last_pitch == -1:\n",
    "            e.value = start_note\n",
    "            last_pitch = start_note\n",
    "        elif e.type == 'note_on':\n",
    "            e.value = last_pitch + e.value  - 127\n",
    "            last_pitch = e.value\n",
    "        \n",
    "        print(last_pitch)\n",
    "\n",
    "    return events"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# def decode_midi_JE(idx_array, octave=False, interval=False, fusion=False file_path=None):\n",
    "event_sequence = [Event.from_int_JE(idx, octave=octave, interval=interval, fusion=fusion, absolute=absolute) for idx in results]\n",
    "\n",
    "if octave and fusion and absolute:\n",
    "    events_sequence = fusion_octave2octave(event_sequence[2:], start_pitch = event_sequence[1].value)\n",
    "elif octave and fusion:\n",
    "    events_sequence = fusion_octave2octave(event_sequence)\n",
    "\n",
    "if interval and absolute:\n",
    "    snote_seq = _event_seq2snote_seq_JE(event_sequence[1:], octave=octave, interval=interval, logscale = logspace, start_pitch=event_sequence[0].value)\n",
    "else:\n",
    "    snote_seq = _event_seq2snote_seq_JE(event_sequence, octave=octave, interval=interval)\n",
    "\n",
    "note_seq = _merge_note(snote_seq)\n",
    "note_seq.sort(key=lambda x:x.start)\n",
    "\n",
    "mid = pretty_midi.PrettyMIDI()\n",
    "# if want to change instument, see https://www.midi.org/specifications/item/gm-level-1-sound-set\n",
    "instument = pretty_midi.Instrument(1, False, \"Developed By Yang-Kichang\")\n",
    "instument.notes = note_seq\n",
    "\n",
    "mid.instruments.append(instument)\n",
    "mid.write(\"./test.mid\")\n",
    "# if file_path is not None:\n",
    "#     mid.write(file_path)\n",
    "# return mid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=0.230000, end=0.270000, pitch=74, velocity=92),\n",
       " Note(start=0.410000, end=0.640000, pitch=81, velocity=92),\n",
       " Note(start=0.580000, end=0.620000, pitch=57, velocity=76),\n",
       " Note(start=0.750000, end=0.780000, pitch=62, velocity=84),\n",
       " Note(start=0.920000, end=1.180000, pitch=78, velocity=96),\n",
       " Note(start=0.920000, end=1.110000, pitch=74, velocity=80),\n",
       " Note(start=1.090000, end=1.210000, pitch=73, velocity=72),\n",
       " Note(start=1.090000, end=1.310000, pitch=76, velocity=76),\n",
       " Note(start=1.170000, end=1.290000, pitch=71, velocity=76),\n",
       " Note(start=1.170000, end=1.370000, pitch=74, velocity=72),\n",
       " Note(start=1.250000, end=1.440000, pitch=73, velocity=76),\n",
       " Note(start=1.250000, end=1.370000, pitch=69, velocity=76),\n",
       " Note(start=1.330000, end=1.500000, pitch=71, velocity=80),\n",
       " Note(start=1.330000, end=1.450000, pitch=67, velocity=76),\n",
       " Note(start=1.410000, end=1.550000, pitch=69, velocity=76),\n",
       " Note(start=1.410000, end=1.540000, pitch=66, velocity=76),\n",
       " Note(start=1.490000, end=1.590000, pitch=64, velocity=72),\n",
       " Note(start=1.490000, end=1.590000, pitch=67, velocity=72),\n",
       " Note(start=1.580000, end=1.610000, pitch=62, velocity=80),\n",
       " Note(start=1.580000, end=1.610000, pitch=66, velocity=84),\n",
       " Note(start=1.750000, end=2.010000, pitch=81, velocity=96),\n",
       " Note(start=1.750000, end=1.940000, pitch=78, velocity=80),\n",
       " Note(start=1.920000, end=2.140000, pitch=79, velocity=84),\n",
       " Note(start=1.940000, end=2.060000, pitch=76, velocity=68),\n",
       " Note(start=2.020000, end=2.220000, pitch=78, velocity=88),\n",
       " Note(start=2.020000, end=2.140000, pitch=74, velocity=80),\n",
       " Note(start=2.100000, end=2.290000, pitch=76, velocity=92),\n",
       " Note(start=2.100000, end=2.220000, pitch=73, velocity=80),\n",
       " Note(start=2.180000, end=2.350000, pitch=74, velocity=88),\n",
       " Note(start=2.180000, end=2.300000, pitch=71, velocity=76),\n",
       " Note(start=2.260000, end=2.400000, pitch=73, velocity=88),\n",
       " Note(start=2.260000, end=2.390000, pitch=69, velocity=80),\n",
       " Note(start=2.340000, end=2.450000, pitch=67, velocity=76),\n",
       " Note(start=2.340000, end=2.450000, pitch=71, velocity=88),\n",
       " Note(start=2.430000, end=2.470000, pitch=66, velocity=80),\n",
       " Note(start=2.430000, end=2.470000, pitch=69, velocity=80),\n",
       " Note(start=2.590000, end=2.860000, pitch=86, velocity=84),\n",
       " Note(start=2.620000, end=2.880000, pitch=66, velocity=60),\n",
       " Note(start=2.700000, end=2.960000, pitch=81, velocity=88),\n",
       " Note(start=2.780000, end=3.000000, pitch=74, velocity=92),\n",
       " Note(start=2.880000, end=3.120000, pitch=67, velocity=60),\n",
       " Note(start=2.880000, end=2.980000, pitch=78, velocity=72),\n",
       " Note(start=2.950000, end=3.040000, pitch=76, velocity=72),\n",
       " Note(start=3.020000, end=3.100000, pitch=78, velocity=72),\n",
       " Note(start=3.070000, end=3.150000, pitch=76, velocity=68),\n",
       " Note(start=3.120000, end=3.200000, pitch=78, velocity=72),\n",
       " Note(start=3.170000, end=3.250000, pitch=76, velocity=68),\n",
       " Note(start=3.220000, end=3.310000, pitch=78, velocity=68),\n",
       " Note(start=3.250000, end=3.430000, pitch=69, velocity=60),\n",
       " Note(start=3.290000, end=3.380000, pitch=76, velocity=64),\n",
       " Note(start=3.350000, end=3.500000, pitch=78, velocity=72),\n",
       " Note(start=3.410000, end=3.500000, pitch=76, velocity=68),\n",
       " Note(start=3.460000, end=3.590000, pitch=74, velocity=68),\n",
       " Note(start=3.530000, end=3.640000, pitch=76, velocity=68),\n",
       " Note(start=3.610000, end=3.690000, pitch=78, velocity=68),\n",
       " Note(start=3.610000, end=3.700000, pitch=62, velocity=44),\n",
       " Note(start=3.780000, end=4.080000, pitch=62, velocity=64),\n",
       " Note(start=3.780000, end=4.080000, pitch=81, velocity=72),\n",
       " Note(start=3.870000, end=4.080000, pitch=74, velocity=68),\n",
       " Note(start=3.950000, end=4.110000, pitch=69, velocity=56),\n",
       " Note(start=4.040000, end=4.340000, pitch=55, velocity=60),\n",
       " Note(start=4.040000, end=4.140000, pitch=71, velocity=64),\n",
       " Note(start=4.110000, end=4.250000, pitch=73, velocity=68),\n",
       " Note(start=4.180000, end=4.270000, pitch=71, velocity=64),\n",
       " Note(start=4.200000, end=4.480000, pitch=64, velocity=56),\n",
       " Note(start=4.250000, end=4.490000, pitch=69, velocity=68),\n",
       " Note(start=4.300000, end=4.440000, pitch=71, velocity=60),\n",
       " Note(start=4.350000, end=4.650000, pitch=57, velocity=60),\n",
       " Note(start=4.350000, end=4.440000, pitch=73, velocity=72),\n",
       " Note(start=4.410000, end=4.550000, pitch=74, velocity=68),\n",
       " Note(start=4.470000, end=4.560000, pitch=73, velocity=64),\n",
       " Note(start=4.510000, end=4.790000, pitch=66, velocity=56),\n",
       " Note(start=4.550000, end=4.790000, pitch=71, velocity=68),\n",
       " Note(start=4.600000, end=4.740000, pitch=73, velocity=56),\n",
       " Note(start=4.650000, end=4.950000, pitch=59, velocity=64),\n",
       " Note(start=4.650000, end=4.740000, pitch=74, velocity=80),\n",
       " Note(start=4.710000, end=4.840000, pitch=76, velocity=64),\n",
       " Note(start=4.770000, end=4.860000, pitch=74, velocity=68),\n",
       " Note(start=4.810000, end=5.090000, pitch=67, velocity=60),\n",
       " Note(start=4.850000, end=5.090000, pitch=73, velocity=72),\n",
       " Note(start=4.920000, end=5.060000, pitch=74, velocity=68),\n",
       " Note(start=4.970000, end=5.070000, pitch=76, velocity=80),\n",
       " Note(start=4.970000, end=5.270000, pitch=61, velocity=60),\n",
       " Note(start=5.040000, end=5.180000, pitch=78, velocity=76),\n",
       " Note(start=5.110000, end=5.200000, pitch=76, velocity=72),\n",
       " Note(start=5.150000, end=5.420000, pitch=69, velocity=64),\n",
       " Note(start=5.190000, end=5.430000, pitch=74, velocity=76),\n",
       " Note(start=5.240000, end=5.380000, pitch=76, velocity=72),\n",
       " Note(start=5.300000, end=5.600000, pitch=62, velocity=64),\n",
       " Note(start=5.300000, end=5.390000, pitch=78, velocity=84),\n",
       " Note(start=5.350000, end=5.490000, pitch=79, velocity=72),\n",
       " Note(start=5.410000, end=5.500000, pitch=78, velocity=72),\n",
       " Note(start=5.460000, end=5.720000, pitch=71, velocity=60),\n",
       " Note(start=5.490000, end=5.790000, pitch=76, velocity=72),\n",
       " Note(start=5.540000, end=5.670000, pitch=78, velocity=76),\n",
       " Note(start=5.610000, end=5.700000, pitch=79, velocity=84),\n",
       " Note(start=5.610000, end=5.910000, pitch=64, velocity=64),\n",
       " Note(start=5.650000, end=5.790000, pitch=81, velocity=76),\n",
       " Note(start=5.720000, end=5.810000, pitch=79, velocity=76),\n",
       " Note(start=5.760000, end=6.060000, pitch=73, velocity=68),\n",
       " Note(start=5.790000, end=6.060000, pitch=78, velocity=80),\n",
       " Note(start=5.860000, end=6.000000, pitch=79, velocity=76),\n",
       " Note(start=5.920000, end=6.020000, pitch=81, velocity=88),\n",
       " Note(start=5.920000, end=6.220000, pitch=66, velocity=76),\n",
       " Note(start=5.980000, end=6.120000, pitch=83, velocity=76),\n",
       " Note(start=6.050000, end=6.140000, pitch=81, velocity=84),\n",
       " Note(start=6.070000, end=6.330000, pitch=74, velocity=80),\n",
       " Note(start=6.120000, end=6.350000, pitch=79, velocity=80),\n",
       " Note(start=6.170000, end=6.380000, pitch=81, velocity=84),\n",
       " Note(start=6.220000, end=6.440000, pitch=67, velocity=80),\n",
       " Note(start=6.240000, end=6.430000, pitch=83, velocity=84),\n",
       " Note(start=6.360000, end=6.560000, pitch=69, velocity=76),\n",
       " Note(start=6.360000, end=6.500000, pitch=85, velocity=84),\n",
       " Note(start=6.470000, end=6.730000, pitch=86, velocity=84),\n",
       " Note(start=6.470000, end=6.730000, pitch=71, velocity=88),\n",
       " Note(start=6.540000, end=6.790000, pitch=85, velocity=80),\n",
       " Note(start=6.610000, end=6.860000, pitch=83, velocity=76),\n",
       " Note(start=6.680000, end=6.870000, pitch=81, velocity=88),\n",
       " Note(start=6.750000, end=6.980000, pitch=67, velocity=80),\n",
       " Note(start=6.750000, end=6.940000, pitch=79, velocity=84),\n",
       " Note(start=6.800000, end=6.940000, pitch=69, velocity=16),\n",
       " Note(start=6.840000, end=7.030000, pitch=78, velocity=84),\n",
       " Note(start=6.910000, end=7.020000, pitch=76, velocity=84),\n",
       " Note(start=6.980000, end=7.170000, pitch=74, velocity=88),\n",
       " Note(start=7.050000, end=7.240000, pitch=69, velocity=68),\n",
       " Note(start=7.070000, end=7.230000, pitch=76, velocity=84),\n",
       " Note(start=7.140000, end=7.310000, pitch=81, velocity=84),\n",
       " Note(start=7.210000, end=7.360000, pitch=79, velocity=80),\n",
       " Note(start=7.280000, end=7.410000, pitch=78, velocity=76),\n",
       " Note(start=7.360000, end=7.450000, pitch=76, velocity=72),\n",
       " Note(start=7.360000, end=7.450000, pitch=57, velocity=56),\n",
       " Note(start=7.430000, end=7.500000, pitch=74, velocity=72),\n",
       " Note(start=7.500000, end=7.680000, pitch=73, velocity=76),\n",
       " Note(start=7.580000, end=7.730000, pitch=71, velocity=76),\n",
       " Note(start=7.680000, end=7.800000, pitch=69, velocity=76),\n",
       " Note(start=7.780000, end=7.840000, pitch=71, velocity=64),\n",
       " Note(start=7.850000, end=7.930000, pitch=69, velocity=68),\n",
       " Note(start=7.900000, end=7.980000, pitch=71, velocity=60),\n",
       " Note(start=7.950000, end=8.030000, pitch=69, velocity=60),\n",
       " Note(start=8.000000, end=8.080000, pitch=71, velocity=64),\n",
       " Note(start=8.000000, end=8.210000, pitch=54, velocity=56),\n",
       " Note(start=8.050000, end=8.130000, pitch=69, velocity=60),\n",
       " Note(start=8.100000, end=8.260000, pitch=71, velocity=64),\n",
       " Note(start=8.140000, end=8.330000, pitch=62, velocity=68),\n",
       " Note(start=8.170000, end=8.250000, pitch=69, velocity=68),\n",
       " Note(start=8.220000, end=8.390000, pitch=67, velocity=76),\n",
       " Note(start=8.270000, end=8.430000, pitch=69, velocity=72),\n",
       " Note(start=8.340000, end=8.490000, pitch=55, velocity=72),\n",
       " Note(start=8.420000, end=8.520000, pitch=71, velocity=68),\n",
       " Note(start=8.490000, end=8.560000, pitch=73, velocity=68),\n",
       " Note(start=8.560000, end=8.600000, pitch=71, velocity=64),\n",
       " Note(start=8.560000, end=8.600000, pitch=64, velocity=64),\n",
       " Note(start=8.620000, end=8.760000, pitch=69, velocity=68),\n",
       " Note(start=8.660000, end=8.790000, pitch=71, velocity=68),\n",
       " Note(start=8.730000, end=8.860000, pitch=57, velocity=80),\n",
       " Note(start=8.730000, end=8.830000, pitch=73, velocity=76),\n",
       " Note(start=8.800000, end=8.870000, pitch=74, velocity=68),\n",
       " Note(start=8.860000, end=8.910000, pitch=73, velocity=72),\n",
       " Note(start=8.880000, end=8.930000, pitch=66, velocity=68),\n",
       " Note(start=8.930000, end=9.070000, pitch=71, velocity=72),\n",
       " Note(start=8.980000, end=9.110000, pitch=73, velocity=68),\n",
       " Note(start=9.050000, end=9.150000, pitch=74, velocity=76),\n",
       " Note(start=9.050000, end=9.160000, pitch=59, velocity=80),\n",
       " Note(start=9.110000, end=9.180000, pitch=76, velocity=72),\n",
       " Note(start=9.180000, end=9.230000, pitch=74, velocity=72),\n",
       " Note(start=9.220000, end=9.250000, pitch=67, velocity=64),\n",
       " Note(start=9.260000, end=9.420000, pitch=73, velocity=72),\n",
       " Note(start=9.330000, end=9.460000, pitch=74, velocity=68),\n",
       " Note(start=9.400000, end=9.500000, pitch=76, velocity=76),\n",
       " Note(start=9.400000, end=9.520000, pitch=61, velocity=64),\n",
       " Note(start=9.460000, end=9.540000, pitch=78, velocity=72),\n",
       " Note(start=9.530000, end=9.570000, pitch=76, velocity=68),\n",
       " Note(start=9.530000, end=9.570000, pitch=69, velocity=60),\n",
       " Note(start=9.590000, end=9.730000, pitch=74, velocity=72),\n",
       " Note(start=9.650000, end=9.770000, pitch=76, velocity=60),\n",
       " Note(start=9.720000, end=9.810000, pitch=78, velocity=72),\n",
       " Note(start=9.740000, end=9.830000, pitch=62, velocity=56),\n",
       " Note(start=9.800000, end=9.860000, pitch=79, velocity=60),\n",
       " Note(start=9.860000, end=9.910000, pitch=78, velocity=64),\n",
       " Note(start=9.890000, end=10.040000, pitch=71, velocity=60),\n",
       " Note(start=9.940000, end=10.080000, pitch=76, velocity=64),\n",
       " Note(start=9.990000, end=10.110000, pitch=78, velocity=60),\n",
       " Note(start=10.060000, end=10.150000, pitch=79, velocity=72),\n",
       " Note(start=10.080000, end=10.170000, pitch=64, velocity=48),\n",
       " Note(start=10.130000, end=10.180000, pitch=81, velocity=64),\n",
       " Note(start=10.200000, end=10.240000, pitch=79, velocity=64),\n",
       " Note(start=10.230000, end=10.370000, pitch=73, velocity=52),\n",
       " Note(start=10.270000, end=10.400000, pitch=78, velocity=64),\n",
       " Note(start=10.340000, end=10.440000, pitch=79, velocity=72),\n",
       " Note(start=10.400000, end=10.470000, pitch=81, velocity=72),\n",
       " Note(start=10.400000, end=10.490000, pitch=66, velocity=56),\n",
       " Note(start=10.460000, end=10.510000, pitch=83, velocity=68),\n",
       " Note(start=10.520000, end=10.610000, pitch=81, velocity=68),\n",
       " Note(start=10.550000, end=10.810000, pitch=74, velocity=60),\n",
       " Note(start=10.590000, end=10.820000, pitch=79, velocity=68),\n",
       " Note(start=10.640000, end=10.860000, pitch=81, velocity=64),\n",
       " Note(start=10.690000, end=10.890000, pitch=83, velocity=80),\n",
       " Note(start=10.710000, end=10.930000, pitch=67, velocity=56),\n",
       " Note(start=10.830000, end=10.970000, pitch=85, velocity=76),\n",
       " Note(start=10.830000, end=11.060000, pitch=69, velocity=60),\n",
       " Note(start=10.950000, end=11.230000, pitch=86, velocity=72),\n",
       " Note(start=10.950000, end=11.230000, pitch=71, velocity=64),\n",
       " Note(start=11.020000, end=11.300000, pitch=85, velocity=72),\n",
       " Note(start=11.090000, end=11.360000, pitch=83, velocity=72),\n",
       " Note(start=11.160000, end=11.420000, pitch=81, velocity=76),\n",
       " Note(start=11.230000, end=11.490000, pitch=67, velocity=60),\n",
       " Note(start=11.230000, end=11.490000, pitch=79, velocity=72),\n",
       " Note(start=11.300000, end=11.440000, pitch=78, velocity=72),\n",
       " Note(start=11.370000, end=11.500000, pitch=76, velocity=64),\n",
       " Note(start=11.430000, end=11.650000, pitch=74, velocity=72),\n",
       " Note(start=11.520000, end=11.750000, pitch=69, velocity=56),\n",
       " Note(start=11.520000, end=11.600000, pitch=78, velocity=72),\n",
       " Note(start=11.570000, end=11.660000, pitch=76, velocity=68),\n",
       " Note(start=11.620000, end=11.700000, pitch=78, velocity=68),\n",
       " Note(start=11.680000, end=11.760000, pitch=76, velocity=60),\n",
       " Note(start=11.730000, end=11.810000, pitch=78, velocity=64),\n",
       " Note(start=11.780000, end=11.870000, pitch=76, velocity=68),\n",
       " Note(start=11.820000, end=12.000000, pitch=57, velocity=52),\n",
       " Note(start=11.840000, end=11.920000, pitch=78, velocity=68),\n",
       " Note(start=11.900000, end=11.980000, pitch=76, velocity=60),\n",
       " Note(start=11.950000, end=12.110000, pitch=78, velocity=68),\n",
       " Note(start=12.010000, end=12.100000, pitch=76, velocity=64),\n",
       " Note(start=12.060000, end=12.150000, pitch=74, velocity=56),\n",
       " Note(start=12.130000, end=12.220000, pitch=76, velocity=56),\n",
       " Note(start=12.190000, end=12.240000, pitch=74, velocity=60),\n",
       " Note(start=12.190000, end=12.250000, pitch=50, velocity=36),\n",
       " Note(start=12.370000, end=12.480000, pitch=82, velocity=72),\n",
       " Note(start=12.370000, end=12.560000, pitch=79, velocity=60),\n",
       " Note(start=12.550000, end=12.710000, pitch=81, velocity=68),\n",
       " Note(start=12.570000, end=12.650000, pitch=77, velocity=56),\n",
       " Note(start=12.730000, end=12.950000, pitch=79, velocity=76),\n",
       " Note(start=12.730000, end=12.990000, pitch=70, velocity=76),\n",
       " Note(start=12.730000, end=12.990000, pitch=73, velocity=68),\n",
       " Note(start=12.730000, end=12.990000, pitch=76, velocity=68),\n",
       " Note(start=12.820000, end=13.070000, pitch=69, velocity=68),\n",
       " Note(start=12.910000, end=13.150000, pitch=67, velocity=72),\n",
       " Note(start=13.000000, end=13.230000, pitch=65, velocity=80),\n",
       " Note(start=13.020000, end=13.240000, pitch=81, velocity=72),\n",
       " Note(start=13.020000, end=13.240000, pitch=77, velocity=64),\n",
       " Note(start=13.020000, end=13.250000, pitch=74, velocity=60),\n",
       " Note(start=13.100000, end=13.230000, pitch=64, velocity=72),\n",
       " Note(start=13.190000, end=13.300000, pitch=62, velocity=64),\n",
       " Note(start=13.280000, end=13.360000, pitch=64, velocity=72),\n",
       " Note(start=13.280000, end=13.460000, pitch=82, velocity=80),\n",
       " Note(start=13.280000, end=13.460000, pitch=79, velocity=80),\n",
       " Note(start=13.320000, end=13.400000, pitch=62, velocity=68),\n",
       " Note(start=13.370000, end=13.450000, pitch=64, velocity=60),\n",
       " Note(start=13.420000, end=13.500000, pitch=62, velocity=56),\n",
       " Note(start=13.470000, end=13.600000, pitch=64, velocity=56),\n",
       " Note(start=13.520000, end=13.630000, pitch=62, velocity=56),\n",
       " Note(start=13.620000, end=13.790000, pitch=81, velocity=72),\n",
       " Note(start=13.620000, end=13.690000, pitch=77, velocity=64),\n",
       " Note(start=13.780000, end=14.040000, pitch=79, velocity=76),\n",
       " Note(start=13.780000, end=14.040000, pitch=70, velocity=80),\n",
       " Note(start=13.780000, end=14.040000, pitch=76, velocity=72),\n",
       " Note(start=13.780000, end=14.040000, pitch=73, velocity=76),\n",
       " Note(start=13.870000, end=14.120000, pitch=69, velocity=76),\n",
       " Note(start=13.960000, end=14.200000, pitch=67, velocity=76),\n",
       " Note(start=14.050000, end=14.280000, pitch=65, velocity=84),\n",
       " Note(start=14.050000, end=14.210000, pitch=81, velocity=72),\n",
       " Note(start=14.050000, end=14.280000, pitch=77, velocity=68),\n",
       " Note(start=14.050000, end=14.280000, pitch=74, velocity=64),\n",
       " Note(start=14.130000, end=14.260000, pitch=64, velocity=76),\n",
       " Note(start=14.210000, end=14.330000, pitch=62, velocity=76),\n",
       " Note(start=14.310000, end=14.390000, pitch=64, velocity=76),\n",
       " Note(start=14.330000, end=14.510000, pitch=84, velocity=80),\n",
       " Note(start=14.330000, end=14.510000, pitch=81, velocity=84),\n",
       " Note(start=14.370000, end=14.450000, pitch=62, velocity=64),\n",
       " Note(start=14.420000, end=14.500000, pitch=64, velocity=68),\n",
       " Note(start=14.470000, end=14.550000, pitch=62, velocity=68),\n",
       " Note(start=14.520000, end=14.640000, pitch=64, velocity=60),\n",
       " Note(start=14.580000, end=14.680000, pitch=62, velocity=60),\n",
       " Note(start=14.670000, end=14.770000, pitch=82, velocity=72),\n",
       " Note(start=14.670000, end=14.760000, pitch=79, velocity=68),\n",
       " Note(start=14.830000, end=15.090000, pitch=72, velocity=84),\n",
       " Note(start=14.830000, end=15.050000, pitch=81, velocity=80),\n",
       " Note(start=14.830000, end=15.090000, pitch=75, velocity=80),\n",
       " Note(start=14.830000, end=15.090000, pitch=78, velocity=68),\n",
       " Note(start=14.910000, end=15.040000, pitch=70, velocity=84),\n",
       " Note(start=15.000000, end=15.130000, pitch=69, velocity=84),\n",
       " Note(start=15.090000, end=15.320000, pitch=70, velocity=84),\n",
       " Note(start=15.110000, end=15.340000, pitch=74, velocity=72),\n",
       " Note(start=15.110000, end=15.330000, pitch=82, velocity=80),\n",
       " Note(start=15.110000, end=15.330000, pitch=79, velocity=72),\n",
       " Note(start=15.190000, end=15.320000, pitch=69, velocity=84),\n",
       " Note(start=15.270000, end=15.390000, pitch=67, velocity=80),\n",
       " Note(start=15.370000, end=15.450000, pitch=69, velocity=76),\n",
       " Note(start=15.370000, end=15.550000, pitch=81, velocity=80),\n",
       " Note(start=15.370000, end=15.550000, pitch=84, velocity=80),\n",
       " Note(start=15.410000, end=15.490000, pitch=67, velocity=72),\n",
       " Note(start=15.470000, end=15.550000, pitch=69, velocity=68),\n",
       " Note(start=15.520000, end=15.600000, pitch=67, velocity=64),\n",
       " Note(start=15.570000, end=15.700000, pitch=69, velocity=60),\n",
       " Note(start=15.620000, end=15.730000, pitch=67, velocity=60),\n",
       " Note(start=15.710000, end=15.800000, pitch=79, velocity=60),\n",
       " Note(start=15.710000, end=15.810000, pitch=82, velocity=72),\n",
       " Note(start=15.880000, end=16.140000, pitch=72, velocity=88),\n",
       " Note(start=15.880000, end=16.140000, pitch=75, velocity=76),\n",
       " Note(start=15.880000, end=16.140000, pitch=81, velocity=72),\n",
       " Note(start=15.880000, end=16.140000, pitch=78, velocity=68),\n",
       " Note(start=15.970000, end=16.100000, pitch=70, velocity=88),\n",
       " Note(start=16.060000, end=16.190000, pitch=69, velocity=84),\n",
       " Note(start=16.150000, end=16.380000, pitch=70, velocity=92),\n",
       " Note(start=16.150000, end=16.380000, pitch=74, velocity=72),\n",
       " Note(start=16.150000, end=16.380000, pitch=79, velocity=68),\n",
       " Note(start=16.150000, end=16.380000, pitch=82, velocity=80),\n",
       " Note(start=16.240000, end=16.370000, pitch=69, velocity=84),\n",
       " Note(start=16.320000, end=16.440000, pitch=67, velocity=88),\n",
       " Note(start=16.420000, end=16.500000, pitch=69, velocity=76),\n",
       " Note(start=16.420000, end=16.600000, pitch=86, velocity=84),\n",
       " Note(start=16.420000, end=16.600000, pitch=83, velocity=80),\n",
       " Note(start=16.470000, end=16.550000, pitch=67, velocity=76),\n",
       " Note(start=16.520000, end=16.600000, pitch=69, velocity=60),\n",
       " Note(start=16.570000, end=16.660000, pitch=67, velocity=68),\n",
       " Note(start=16.620000, end=16.740000, pitch=69, velocity=64),\n",
       " Note(start=16.680000, end=16.780000, pitch=67, velocity=64),\n",
       " Note(start=16.770000, end=16.950000, pitch=84, velocity=72),\n",
       " Note(start=16.770000, end=16.840000, pitch=81, velocity=68),\n",
       " Note(start=16.930000, end=17.190000, pitch=74, velocity=84),\n",
       " Note(start=16.950000, end=17.210000, pitch=80, velocity=68),\n",
       " Note(start=16.950000, end=17.210000, pitch=77, velocity=72),\n",
       " Note(start=16.950000, end=17.170000, pitch=83, velocity=72),\n",
       " Note(start=17.030000, end=17.160000, pitch=72, velocity=88),\n",
       " Note(start=17.120000, end=17.250000, pitch=71, velocity=84),\n",
       " Note(start=17.210000, end=17.440000, pitch=84, velocity=80),\n",
       " Note(start=17.210000, end=17.440000, pitch=76, velocity=72),\n",
       " Note(start=17.210000, end=17.430000, pitch=81, velocity=72),\n",
       " Note(start=17.210000, end=17.440000, pitch=72, velocity=92),\n",
       " Note(start=17.300000, end=17.430000, pitch=71, velocity=84),\n",
       " Note(start=17.370000, end=17.490000, pitch=69, velocity=80),\n",
       " Note(start=17.470000, end=17.550000, pitch=71, velocity=76),\n",
       " Note(start=17.470000, end=17.650000, pitch=86, velocity=84),\n",
       " Note(start=17.470000, end=17.650000, pitch=83, velocity=80),\n",
       " Note(start=17.510000, end=17.590000, pitch=69, velocity=76),\n",
       " Note(start=17.560000, end=17.640000, pitch=71, velocity=64),\n",
       " Note(start=17.610000, end=17.690000, pitch=69, velocity=68),\n",
       " Note(start=17.670000, end=17.790000, pitch=71, velocity=60),\n",
       " Note(start=17.720000, end=17.820000, pitch=69, velocity=60),\n",
       " Note(start=17.810000, end=17.990000, pitch=84, velocity=72),\n",
       " Note(start=17.810000, end=17.880000, pitch=81, velocity=68),\n",
       " Note(start=17.970000, end=18.190000, pitch=74, velocity=76),\n",
       " Note(start=17.990000, end=18.210000, pitch=80, velocity=60),\n",
       " Note(start=17.990000, end=18.210000, pitch=83, velocity=64),\n",
       " Note(start=17.990000, end=18.210000, pitch=77, velocity=60),\n",
       " Note(start=18.080000, end=18.210000, pitch=72, velocity=72),\n",
       " Note(start=18.160000, end=18.300000, pitch=71, velocity=76),\n",
       " Note(start=18.260000, end=18.430000, pitch=84, velocity=76),\n",
       " Note(start=18.260000, end=18.430000, pitch=72, velocity=80),\n",
       " Note(start=18.260000, end=18.420000, pitch=76, velocity=72),\n",
       " Note(start=18.260000, end=18.420000, pitch=81, velocity=68),\n",
       " Note(start=18.350000, end=18.470000, pitch=71, velocity=76),\n",
       " Note(start=18.420000, end=18.520000, pitch=69, velocity=68),\n",
       " Note(start=18.510000, end=18.540000, pitch=71, velocity=72),\n",
       " Note(start=18.530000, end=18.570000, pitch=85, velocity=76),\n",
       " Note(start=18.570000, end=18.600000, pitch=69, velocity=56),\n",
       " Note(start=18.630000, end=18.850000, pitch=71, velocity=64),\n",
       " Note(start=18.680000, end=18.960000, pitch=69, velocity=64),\n",
       " Note(start=18.810000, end=19.100000, pitch=38, velocity=80),\n",
       " Note(start=18.810000, end=19.110000, pitch=78, velocity=76),\n",
       " Note(start=18.900000, end=19.090000, pitch=74, velocity=68),\n",
       " Note(start=18.990000, end=19.130000, pitch=73, velocity=72),\n",
       " Note(start=19.090000, end=19.300000, pitch=71, velocity=76),\n",
       " Note(start=19.090000, end=19.390000, pitch=83, velocity=100),\n",
       " Note(start=19.180000, end=19.340000, pitch=73, velocity=72),\n",
       " Note(start=19.270000, end=19.520000, pitch=74, velocity=72),\n",
       " Note(start=19.360000, end=19.650000, pitch=37, velocity=84),\n",
       " Note(start=19.360000, end=19.650000, pitch=76, velocity=80),\n",
       " Note(start=19.450000, end=19.640000, pitch=73, velocity=72),\n",
       " Note(start=19.540000, end=19.680000, pitch=71, velocity=68),\n",
       " Note(start=19.640000, end=19.900000, pitch=81, velocity=100),\n",
       " Note(start=19.640000, end=19.880000, pitch=69, velocity=72),\n",
       " Note(start=19.730000, end=19.870000, pitch=71, velocity=72),\n",
       " Note(start=19.820000, end=19.990000, pitch=73, velocity=72),\n",
       " Note(start=19.920000, end=20.080000, pitch=71, velocity=76),\n",
       " Note(start=19.920000, end=20.150000, pitch=38, velocity=84),\n",
       " Note(start=20.010000, end=20.220000, pitch=74, velocity=76),\n",
       " Note(start=20.100000, end=20.290000, pitch=73, velocity=64),\n",
       " Note(start=20.190000, end=20.360000, pitch=71, velocity=68),\n",
       " Note(start=20.190000, end=20.360000, pitch=40, velocity=64),\n",
       " Note(start=20.280000, end=20.420000, pitch=69, velocity=56),\n",
       " Note(start=20.370000, end=20.480000, pitch=68, velocity=60),\n",
       " Note(start=20.470000, end=20.490000, pitch=69, velocity=68),\n",
       " Note(start=20.470000, end=20.500000, pitch=33, velocity=60),\n",
       " Note(start=20.640000, end=20.930000, pitch=81, velocity=92),\n",
       " Note(start=20.660000, end=20.920000, pitch=61, velocity=60),\n",
       " Note(start=20.750000, end=21.010000, pitch=64, velocity=56),\n",
       " Note(start=20.840000, end=21.100000, pitch=69, velocity=48),\n",
       " Note(start=20.940000, end=21.110000, pitch=62, velocity=64),\n",
       " Note(start=20.940000, end=21.230000, pitch=38, velocity=84),\n",
       " Note(start=21.030000, end=21.200000, pitch=66, velocity=56),\n",
       " Note(start=21.130000, end=21.300000, pitch=71, velocity=52),\n",
       " Note(start=21.230000, end=21.530000, pitch=83, velocity=92),\n",
       " Note(start=21.250000, end=21.510000, pitch=62, velocity=60),\n",
       " Note(start=21.340000, end=21.600000, pitch=66, velocity=60),\n",
       " Note(start=21.430000, end=21.720000, pitch=71, velocity=48),\n",
       " Note(start=21.530000, end=21.830000, pitch=37, velocity=80),\n",
       " Note(start=21.530000, end=21.700000, pitch=61, velocity=60),\n",
       " Note(start=21.620000, end=21.790000, pitch=64, velocity=56),\n",
       " Note(start=21.710000, end=21.880000, pitch=69, velocity=48),\n",
       " Note(start=21.810000, end=22.070000, pitch=81, velocity=92),\n",
       " Note(start=21.810000, end=22.070000, pitch=61, velocity=60),\n",
       " Note(start=21.900000, end=22.110000, pitch=64, velocity=60),\n",
       " Note(start=21.990000, end=22.150000, pitch=69, velocity=52),\n",
       " Note(start=22.090000, end=22.320000, pitch=38, velocity=76),\n",
       " Note(start=22.090000, end=22.320000, pitch=62, velocity=64),\n",
       " Note(start=22.180000, end=22.400000, pitch=66, velocity=68),\n",
       " Note(start=22.260000, end=22.460000, pitch=69, velocity=56),\n",
       " Note(start=22.360000, end=22.540000, pitch=40, velocity=68),\n",
       " Note(start=22.360000, end=22.540000, pitch=64, velocity=60),\n",
       " Note(start=22.450000, end=22.600000, pitch=68, velocity=60),\n",
       " Note(start=22.530000, end=22.650000, pitch=71, velocity=52),\n",
       " Note(start=22.650000, end=22.670000, pitch=33, velocity=72),\n",
       " Note(start=22.650000, end=22.690000, pitch=57, velocity=56),\n",
       " Note(start=22.830000, end=22.900000, pitch=72, velocity=64),\n",
       " Note(start=22.870000, end=22.940000, pitch=74, velocity=76),\n",
       " Note(start=22.930000, end=23.020000, pitch=76, velocity=76),\n",
       " Note(start=23.080000, end=23.330000, pitch=76, velocity=72),\n",
       " Note(start=23.130000, end=23.370000, pitch=74, velocity=84),\n",
       " Note(start=23.280000, end=23.490000, pitch=65, velocity=44),\n",
       " Note(start=23.340000, end=23.490000, pitch=69, velocity=56),\n",
       " Note(start=23.390000, end=23.580000, pitch=72, velocity=84),\n",
       " Note(start=23.480000, end=23.620000, pitch=71, velocity=88),\n",
       " Note(start=23.570000, end=23.720000, pitch=69, velocity=84),\n",
       " Note(start=23.670000, end=23.850000, pitch=71, velocity=76),\n",
       " Note(start=23.700000, end=23.790000, pitch=68, velocity=52),\n",
       " Note(start=23.700000, end=23.870000, pitch=64, velocity=48),\n",
       " Note(start=23.860000, end=24.060000, pitch=65, velocity=52),\n",
       " Note(start=23.910000, end=24.100000, pitch=69, velocity=60),\n",
       " Note(start=23.950000, end=24.130000, pitch=72, velocity=84),\n",
       " Note(start=24.040000, end=24.200000, pitch=74, velocity=96),\n",
       " Note(start=24.130000, end=24.260000, pitch=76, velocity=88),\n",
       " Note(start=24.230000, end=24.330000, pitch=71, velocity=80),\n",
       " Note(start=24.250000, end=24.350000, pitch=68, velocity=56),\n",
       " Note(start=24.250000, end=24.420000, pitch=64, velocity=44),\n",
       " Note(start=24.380000, end=24.460000, pitch=74, velocity=72),\n",
       " Note(start=24.430000, end=24.500000, pitch=72, velocity=72),\n",
       " Note(start=24.480000, end=24.670000, pitch=74, velocity=60),\n",
       " Note(start=24.520000, end=24.700000, pitch=72, velocity=76),\n",
       " Note(start=24.520000, end=24.660000, pitch=69, velocity=60),\n",
       " Note(start=24.520000, end=24.700000, pitch=65, velocity=56),\n",
       " Note(start=24.620000, end=24.760000, pitch=71, velocity=68),\n",
       " Note(start=24.710000, end=24.810000, pitch=69, velocity=60),\n",
       " Note(start=24.820000, end=24.840000, pitch=71, velocity=68),\n",
       " Note(start=24.820000, end=24.860000, pitch=64, velocity=40),\n",
       " Note(start=24.820000, end=25.040000, pitch=68, velocity=48),\n",
       " Note(start=24.980000, end=25.080000, pitch=64, velocity=64),\n",
       " Note(start=24.980000, end=25.280000, pitch=49, velocity=48),\n",
       " Note(start=25.040000, end=25.180000, pitch=66, velocity=60),\n",
       " Note(start=25.100000, end=25.190000, pitch=64, velocity=64),\n",
       " Note(start=25.140000, end=25.420000, pitch=57, velocity=56),\n",
       " Note(start=25.190000, end=25.430000, pitch=62, velocity=68),\n",
       " Note(start=25.240000, end=25.380000, pitch=64, velocity=56),\n",
       " Note(start=25.300000, end=25.390000, pitch=66, velocity=72),\n",
       " Note(start=25.300000, end=25.600000, pitch=50, velocity=48),\n",
       " Note(start=25.350000, end=25.490000, pitch=68, velocity=68),\n",
       " Note(start=25.420000, end=25.510000, pitch=66, velocity=64),\n",
       " Note(start=25.450000, end=25.730000, pitch=59, velocity=56),\n",
       " Note(start=25.500000, end=25.740000, pitch=64, velocity=64),\n",
       " Note(start=25.550000, end=25.690000, pitch=66, velocity=60),\n",
       " Note(start=25.600000, end=25.900000, pitch=52, velocity=52),\n",
       " Note(start=25.600000, end=25.690000, pitch=68, velocity=76),\n",
       " Note(start=25.670000, end=25.810000, pitch=69, velocity=64),\n",
       " Note(start=25.730000, end=25.820000, pitch=68, velocity=68),\n",
       " Note(start=25.760000, end=26.040000, pitch=61, velocity=56),\n",
       " Note(start=25.800000, end=26.050000, pitch=66, velocity=72),\n",
       " Note(start=25.870000, end=26.010000, pitch=68, velocity=68),\n",
       " Note(start=25.940000, end=26.240000, pitch=54, velocity=56),\n",
       " Note(start=25.940000, end=26.040000, pitch=69, velocity=72),\n",
       " Note(start=26.010000, end=26.150000, pitch=71, velocity=60),\n",
       " Note(start=26.070000, end=26.160000, pitch=69, velocity=64),\n",
       " Note(start=26.070000, end=26.350000, pitch=62, velocity=64),\n",
       " Note(start=26.110000, end=26.350000, pitch=68, velocity=68),\n",
       " Note(start=26.180000, end=26.320000, pitch=69, velocity=68),\n",
       " Note(start=26.220000, end=26.520000, pitch=56, velocity=60),\n",
       " Note(start=26.250000, end=26.350000, pitch=71, velocity=72),\n",
       " Note(start=26.310000, end=26.450000, pitch=73, velocity=72),\n",
       " Note(start=26.380000, end=26.460000, pitch=71, velocity=76),\n",
       " Note(start=26.380000, end=26.650000, pitch=64, velocity=68),\n",
       " Note(start=26.440000, end=26.680000, pitch=69, velocity=68),\n",
       " Note(start=26.490000, end=26.640000, pitch=71, velocity=68),\n",
       " Note(start=26.540000, end=26.840000, pitch=57, velocity=64),\n",
       " Note(start=26.540000, end=26.630000, pitch=73, velocity=80),\n",
       " Note(start=26.600000, end=26.750000, pitch=74, velocity=72),\n",
       " Note(start=26.660000, end=26.760000, pitch=73, velocity=72),\n",
       " Note(start=26.700000, end=26.960000, pitch=66, velocity=68),\n",
       " Note(start=26.750000, end=27.050000, pitch=71, velocity=68),\n",
       " Note(start=26.810000, end=26.940000, pitch=73, velocity=72),\n",
       " Note(start=26.850000, end=27.150000, pitch=59, velocity=60),\n",
       " Note(start=26.880000, end=26.970000, pitch=74, velocity=88),\n",
       " Note(start=26.940000, end=27.070000, pitch=76, velocity=76),\n",
       " Note(start=27.000000, end=27.080000, pitch=74, velocity=76),\n",
       " Note(start=27.000000, end=27.300000, pitch=68, velocity=68),\n",
       " Note(start=27.050000, end=27.320000, pitch=73, velocity=76),\n",
       " Note(start=27.100000, end=27.240000, pitch=74, velocity=72),\n",
       " Note(start=27.150000, end=27.240000, pitch=76, velocity=84),\n",
       " Note(start=27.170000, end=27.470000, pitch=61, velocity=72),\n",
       " Note(start=27.220000, end=27.360000, pitch=78, velocity=84),\n",
       " Note(start=27.280000, end=27.370000, pitch=76, velocity=76),\n",
       " Note(start=27.320000, end=27.580000, pitch=69, velocity=72),\n",
       " Note(start=27.360000, end=27.590000, pitch=74, velocity=84),\n",
       " Note(start=27.420000, end=27.630000, pitch=76, velocity=76),\n",
       " Note(start=27.470000, end=27.690000, pitch=62, velocity=80),\n",
       " Note(start=27.470000, end=27.660000, pitch=78, velocity=96),\n",
       " Note(start=27.590000, end=27.830000, pitch=64, velocity=80),\n",
       " Note(start=27.590000, end=27.730000, pitch=80, velocity=84),\n",
       " Note(start=27.710000, end=27.970000, pitch=81, velocity=80),\n",
       " Note(start=27.710000, end=27.970000, pitch=66, velocity=88),\n",
       " Note(start=27.780000, end=28.040000, pitch=80, velocity=76),\n",
       " Note(start=27.850000, end=28.100000, pitch=78, velocity=80),\n",
       " Note(start=27.920000, end=28.110000, pitch=76, velocity=76),\n",
       " Note(start=27.990000, end=28.230000, pitch=62, velocity=80),\n",
       " Note(start=27.990000, end=28.180000, pitch=74, velocity=80),\n",
       " Note(start=28.070000, end=28.260000, pitch=73, velocity=80),\n",
       " Note(start=28.140000, end=28.250000, pitch=71, velocity=76),\n",
       " Note(start=28.210000, end=28.400000, pitch=69, velocity=76),\n",
       " Note(start=28.280000, end=28.440000, pitch=71, velocity=76),\n",
       " Note(start=28.280000, end=28.470000, pitch=64, velocity=60),\n",
       " Note(start=28.350000, end=28.530000, pitch=76, velocity=76),\n",
       " Note(start=28.420000, end=28.580000, pitch=74, velocity=80),\n",
       " Note(start=28.490000, end=28.630000, pitch=73, velocity=76),\n",
       " Note(start=28.560000, end=28.670000, pitch=52, velocity=56),\n",
       " Note(start=28.560000, end=28.670000, pitch=71, velocity=76),\n",
       " Note(start=28.630000, end=28.700000, pitch=69, velocity=72),\n",
       " Note(start=28.700000, end=28.790000, pitch=68, velocity=76),\n",
       " Note(start=28.780000, end=28.920000, pitch=66, velocity=80),\n",
       " Note(start=28.880000, end=28.990000, pitch=64, velocity=76),\n",
       " Note(start=28.980000, end=29.030000, pitch=66, velocity=68),\n",
       " Note(start=29.040000, end=29.090000, pitch=64, velocity=64),\n",
       " Note(start=29.100000, end=29.180000, pitch=66, velocity=68),\n",
       " Note(start=29.150000, end=29.240000, pitch=64, velocity=60),\n",
       " Note(start=29.210000, end=29.300000, pitch=66, velocity=68),\n",
       " Note(start=29.250000, end=29.460000, pitch=49, velocity=60),\n",
       " Note(start=29.280000, end=29.370000, pitch=64, velocity=64),\n",
       " Note(start=29.340000, end=29.500000, pitch=66, velocity=64),\n",
       " Note(start=29.390000, end=29.580000, pitch=57, velocity=68),\n",
       " Note(start=29.390000, end=29.480000, pitch=64, velocity=68),\n",
       " Note(start=29.450000, end=29.620000, pitch=62, velocity=76),\n",
       " Note(start=29.500000, end=29.660000, pitch=64, velocity=72),\n",
       " Note(start=29.580000, end=29.730000, pitch=50, velocity=72),\n",
       " Note(start=29.650000, end=29.760000, pitch=66, velocity=72),\n",
       " Note(start=29.730000, end=29.800000, pitch=68, velocity=64),\n",
       " Note(start=29.800000, end=29.850000, pitch=66, velocity=68),\n",
       " Note(start=29.820000, end=29.860000, pitch=59, velocity=64),\n",
       " Note(start=29.870000, end=30.010000, pitch=64, velocity=72),\n",
       " Note(start=29.920000, end=30.050000, pitch=66, velocity=68),\n",
       " Note(start=29.980000, end=30.100000, pitch=52, velocity=80),\n",
       " Note(start=29.980000, end=30.080000, pitch=68, velocity=76),\n",
       " Note(start=30.050000, end=30.120000, pitch=69, velocity=68),\n",
       " Note(start=30.120000, end=30.170000, pitch=68, velocity=72),\n",
       " Note(start=30.160000, end=30.320000, pitch=61, velocity=68),\n",
       " Note(start=30.200000, end=30.350000, pitch=66, velocity=76),\n",
       " Note(start=30.270000, end=30.400000, pitch=68, velocity=76),\n",
       " Note(start=30.340000, end=30.460000, pitch=54, velocity=76),\n",
       " Note(start=30.340000, end=30.440000, pitch=69, velocity=76),\n",
       " Note(start=30.410000, end=30.480000, pitch=71, velocity=68),\n",
       " Note(start=30.480000, end=30.530000, pitch=69, velocity=68),\n",
       " Note(start=30.510000, end=30.670000, pitch=62, velocity=72),\n",
       " Note(start=30.560000, end=30.710000, pitch=68, velocity=72),\n",
       " Note(start=30.630000, end=30.760000, pitch=69, velocity=68),\n",
       " Note(start=30.700000, end=30.830000, pitch=56, velocity=72),\n",
       " Note(start=30.700000, end=30.800000, pitch=71, velocity=72),\n",
       " Note(start=30.770000, end=30.840000, pitch=73, velocity=72),\n",
       " Note(start=30.850000, end=30.890000, pitch=71, velocity=68),\n",
       " Note(start=30.850000, end=31.000000, pitch=64, velocity=64),\n",
       " Note(start=30.910000, end=31.040000, pitch=69, velocity=64),\n",
       " Note(start=30.960000, end=31.080000, pitch=71, velocity=56),\n",
       " Note(start=31.020000, end=31.110000, pitch=73, velocity=72),\n",
       " Note(start=31.020000, end=31.130000, pitch=57, velocity=56),\n",
       " Note(start=31.090000, end=31.160000, pitch=74, velocity=64),\n",
       " Note(start=31.150000, end=31.240000, pitch=73, velocity=60),\n",
       " Note(start=31.180000, end=31.330000, pitch=66, velocity=56),\n",
       " Note(start=31.230000, end=31.360000, pitch=71, velocity=68),\n",
       " Note(start=31.280000, end=31.400000, pitch=73, velocity=56),\n",
       " Note(start=31.340000, end=31.430000, pitch=59, velocity=52),\n",
       " Note(start=31.340000, end=31.420000, pitch=74, velocity=68),\n",
       " Note(start=31.410000, end=31.460000, pitch=76, velocity=56),\n",
       " Note(start=31.460000, end=31.550000, pitch=74, velocity=56),\n",
       " Note(start=31.480000, end=31.630000, pitch=68, velocity=52),\n",
       " Note(start=31.530000, end=31.660000, pitch=73, velocity=60),\n",
       " Note(start=31.600000, end=31.710000, pitch=74, velocity=64),\n",
       " Note(start=31.660000, end=31.750000, pitch=61, velocity=56),\n",
       " Note(start=31.660000, end=31.740000, pitch=76, velocity=64),\n",
       " Note(start=31.710000, end=31.780000, pitch=78, velocity=64),\n",
       " Note(start=31.780000, end=31.870000, pitch=76, velocity=60),\n",
       " Note(start=31.820000, end=32.080000, pitch=69, velocity=52),\n",
       " Note(start=31.860000, end=32.100000, pitch=74, velocity=64),\n",
       " Note(start=31.920000, end=32.140000, pitch=76, velocity=56),\n",
       " Note(start=31.980000, end=32.190000, pitch=78, velocity=76),\n",
       " Note(start=32.000000, end=32.220000, pitch=62, velocity=56),\n",
       " Note(start=32.120000, end=32.270000, pitch=80, velocity=68),\n",
       " Note(start=32.140000, end=32.380000, pitch=64, velocity=52),\n",
       " Note(start=32.260000, end=32.540000, pitch=66, velocity=56),\n",
       " Note(start=32.260000, end=32.540000, pitch=81, velocity=64),\n",
       " Note(start=32.330000, end=32.600000, pitch=80, velocity=64),\n",
       " Note(start=32.400000, end=32.670000, pitch=78, velocity=68),\n",
       " Note(start=32.470000, end=32.730000, pitch=76, velocity=64),\n",
       " Note(start=32.540000, end=32.800000, pitch=62, velocity=60),\n",
       " Note(start=32.540000, end=32.800000, pitch=74, velocity=72),\n",
       " Note(start=32.610000, end=32.770000, pitch=73, velocity=72),\n",
       " Note(start=32.680000, end=32.810000, pitch=71, velocity=60),\n",
       " Note(start=32.730000, end=32.820000, pitch=69, velocity=64),\n",
       " Note(start=32.820000, end=33.040000, pitch=64, velocity=56),\n",
       " Note(start=32.820000, end=33.020000, pitch=69, velocity=64),\n",
       " Note(start=32.880000, end=32.960000, pitch=71, velocity=60),\n",
       " Note(start=32.930000, end=33.020000, pitch=73, velocity=68),\n",
       " Note(start=32.990000, end=33.070000, pitch=71, velocity=68),\n",
       " Note(start=33.040000, end=33.120000, pitch=73, velocity=56),\n",
       " Note(start=33.090000, end=33.170000, pitch=71, velocity=64),\n",
       " Note(start=33.140000, end=33.230000, pitch=73, velocity=64),\n",
       " Note(start=33.140000, end=33.310000, pitch=52, velocity=48),\n",
       " Note(start=33.190000, end=33.280000, pitch=71, velocity=64),\n",
       " Note(start=33.240000, end=33.390000, pitch=73, velocity=56),\n",
       " Note(start=33.290000, end=33.380000, pitch=71, velocity=56),\n",
       " Note(start=33.340000, end=33.440000, pitch=69, velocity=56),\n",
       " Note(start=33.410000, end=33.490000, pitch=71, velocity=56),\n",
       " Note(start=33.480000, end=33.530000, pitch=69, velocity=56),\n",
       " Note(start=33.480000, end=33.530000, pitch=45, velocity=44),\n",
       " Note(start=33.660000, end=33.830000, pitch=81, velocity=84),\n",
       " Note(start=33.660000, end=33.830000, pitch=73, velocity=64),\n",
       " Note(start=33.760000, end=33.900000, pitch=69, velocity=56),\n",
       " Note(start=33.860000, end=33.960000, pitch=64, velocity=52),\n",
       " Note(start=33.950000, end=33.980000, pitch=38, velocity=76),\n",
       " Note(start=33.950000, end=34.040000, pitch=74, velocity=68),\n",
       " Note(start=34.040000, end=34.120000, pitch=69, velocity=56),\n",
       " Note(start=34.140000, end=34.250000, pitch=64, velocity=52),\n",
       " Note(start=34.240000, end=34.270000, pitch=40, velocity=68),\n",
       " Note(start=34.240000, end=34.330000, pitch=71, velocity=60),\n",
       " Note(start=34.330000, end=34.400000, pitch=68, velocity=60),\n",
       " Note(start=34.420000, end=34.500000, pitch=64, velocity=52),\n",
       " Note(start=34.510000, end=34.540000, pitch=33, velocity=60),\n",
       " Note(start=34.510000, end=34.600000, pitch=73, velocity=64),\n",
       " Note(start=34.610000, end=34.800000, pitch=69, velocity=60),\n",
       " Note(start=34.700000, end=34.850000, pitch=64, velocity=48),\n",
       " Note(start=34.800000, end=35.070000, pitch=81, velocity=96),\n",
       " Note(start=34.820000, end=35.090000, pitch=61, velocity=56),\n",
       " Note(start=34.910000, end=35.120000, pitch=64, velocity=60),\n",
       " Note(start=34.990000, end=35.160000, pitch=69, velocity=60),\n",
       " Note(start=35.090000, end=35.320000, pitch=62, velocity=64),\n",
       " Note(start=35.090000, end=35.320000, pitch=38, velocity=84),\n",
       " Note(start=35.180000, end=35.400000, pitch=66, velocity=68),\n",
       " Note(start=35.270000, end=35.470000, pitch=69, velocity=56),\n",
       " Note(start=35.370000, end=35.550000, pitch=40, velocity=72),\n",
       " Note(start=35.370000, end=35.550000, pitch=64, velocity=64),\n",
       " Note(start=35.460000, end=35.610000, pitch=68, velocity=64),\n",
       " Note(start=35.550000, end=35.670000, pitch=71, velocity=52),\n",
       " Note(start=35.660000, end=35.730000, pitch=57, velocity=60),\n",
       " Note(start=35.660000, end=35.690000, pitch=33, velocity=64),\n",
       " Note(start=35.840000, end=36.100000, pitch=73, velocity=68),\n",
       " Note(start=35.840000, end=36.140000, pitch=81, velocity=96),\n",
       " Note(start=35.930000, end=36.100000, pitch=69, velocity=64),\n",
       " Note(start=36.020000, end=36.190000, pitch=64, velocity=64),\n",
       " Note(start=36.120000, end=36.420000, pitch=38, velocity=80),\n",
       " Note(start=36.120000, end=36.360000, pitch=74, velocity=76),\n",
       " Note(start=36.210000, end=36.510000, pitch=69, velocity=60),\n",
       " Note(start=36.300000, end=36.470000, pitch=64, velocity=56),\n",
       " Note(start=36.390000, end=36.690000, pitch=40, velocity=68),\n",
       " Note(start=36.390000, end=36.670000, pitch=71, velocity=64),\n",
       " Note(start=36.480000, end=36.780000, pitch=68, velocity=64),\n",
       " Note(start=36.570000, end=36.810000, pitch=64, velocity=60),\n",
       " Note(start=36.660000, end=36.890000, pitch=73, velocity=68),\n",
       " Note(start=36.680000, end=36.980000, pitch=33, velocity=56),\n",
       " Note(start=36.770000, end=36.960000, pitch=74, velocity=72),\n",
       " Note(start=36.860000, end=37.000000, pitch=76, velocity=68),\n",
       " Note(start=36.960000, end=37.260000, pitch=62, velocity=72),\n",
       " Note(start=36.960000, end=37.260000, pitch=78, velocity=76),\n",
       " Note(start=37.050000, end=37.350000, pitch=76, velocity=76),\n",
       " Note(start=37.140000, end=37.280000, pitch=74, velocity=76),\n",
       " Note(start=37.240000, end=37.500000, pitch=64, velocity=72),\n",
       " Note(start=37.240000, end=37.540000, pitch=73, velocity=76),\n",
       " Note(start=37.340000, end=37.640000, pitch=74, velocity=84),\n",
       " Note(start=37.430000, end=37.570000, pitch=71, velocity=76),\n",
       " Note(start=37.530000, end=37.700000, pitch=69, velocity=76),\n",
       " Note(start=37.530000, end=37.790000, pitch=52, velocity=76),\n",
       " Note(start=37.620000, end=37.920000, pitch=71, velocity=72),\n",
       " Note(start=37.710000, end=37.850000, pitch=68, velocity=72),\n",
       " Note(start=37.800000, end=38.100000, pitch=69, velocity=68),\n",
       " Note(start=37.800000, end=38.060000, pitch=57, velocity=68),\n",
       " Note(start=37.900000, end=38.190000, pitch=68, velocity=68),\n",
       " Note(start=37.990000, end=38.130000, pitch=66, velocity=72),\n",
       " Note(start=38.080000, end=38.350000, pitch=64, velocity=68),\n",
       " Note(start=38.080000, end=38.350000, pitch=50, velocity=60),\n",
       " Note(start=38.170000, end=38.430000, pitch=66, velocity=68),\n",
       " Note(start=38.260000, end=38.400000, pitch=62, velocity=64),\n",
       " Note(start=38.360000, end=38.600000, pitch=61, velocity=64),\n",
       " Note(start=38.360000, end=38.600000, pitch=52, velocity=60),\n",
       " Note(start=38.450000, end=38.680000, pitch=62, velocity=68),\n",
       " Note(start=38.550000, end=38.690000, pitch=59, velocity=60),\n",
       " Note(start=38.650000, end=38.830000, pitch=57, velocity=60),\n",
       " Note(start=38.650000, end=38.840000, pitch=40, velocity=48),\n",
       " Note(start=38.740000, end=38.910000, pitch=59, velocity=60),\n",
       " Note(start=38.830000, end=38.970000, pitch=56, velocity=60),\n",
       " Note(start=38.950000, end=39.030000, pitch=57, velocity=60),\n",
       " Note(start=38.970000, end=39.040000, pitch=33, velocity=40),\n",
       " Note(start=39.160000, end=39.380000, pitch=77, velocity=68),\n",
       " Note(start=39.210000, end=39.410000, pitch=79, velocity=80),\n",
       " Note(start=39.260000, end=39.510000, pitch=81, velocity=88),\n",
       " Note(start=39.450000, end=39.650000, pitch=79, velocity=76),\n",
       " Note(start=39.550000, end=39.720000, pitch=77, velocity=80),\n",
       " Note(start=39.640000, end=39.780000, pitch=76, velocity=80),\n",
       " Note(start=39.730000, end=39.830000, pitch=74, velocity=84),\n",
       " Note(start=39.820000, end=39.910000, pitch=73, velocity=80),\n",
       " Note(start=39.900000, end=40.000000, pitch=74, velocity=80),\n",
       " Note(start=40.000000, end=40.070000, pitch=74, velocity=80),\n",
       " Note(start=40.050000, end=40.120000, pitch=73, velocity=68),\n",
       " Note(start=40.090000, end=40.280000, pitch=74, velocity=64),\n",
       " Note(start=40.140000, end=40.350000, pitch=73, velocity=80),\n",
       " Note(start=40.290000, end=40.450000, pitch=70, velocity=64),\n",
       " Note(start=40.450000, end=40.640000, pitch=69, velocity=60),\n",
       " Note(start=40.550000, end=40.690000, pitch=67, velocity=68),\n",
       " Note(start=40.630000, end=40.770000, pitch=65, velocity=68),\n",
       " Note(start=40.720000, end=40.820000, pitch=73, velocity=84),\n",
       " Note(start=40.760000, end=40.850000, pitch=67, velocity=68),\n",
       " Note(start=40.850000, end=40.990000, pitch=65, velocity=64),\n",
       " Note(start=40.930000, end=41.070000, pitch=64, velocity=68),\n",
       " Note(start=41.030000, end=41.150000, pitch=74, velocity=88),\n",
       " Note(start=41.050000, end=41.150000, pitch=65, velocity=56),\n",
       " Note(start=41.140000, end=41.210000, pitch=64, velocity=60),\n",
       " Note(start=41.200000, end=41.330000, pitch=62, velocity=56),\n",
       " Note(start=41.290000, end=41.430000, pitch=74, velocity=68),\n",
       " Note(start=41.340000, end=41.470000, pitch=76, velocity=72),\n",
       " Note(start=41.390000, end=41.570000, pitch=77, velocity=84),\n",
       " Note(start=41.390000, end=41.500000, pitch=69, velocity=48),\n",
       " Note(start=41.390000, end=41.490000, pitch=65, velocity=48),\n",
       " Note(start=41.390000, end=41.500000, pitch=62, velocity=52),\n",
       " Note(start=41.560000, end=41.660000, pitch=76, velocity=72),\n",
       " Note(start=41.600000, end=41.700000, pitch=64, velocity=48),\n",
       " Note(start=41.600000, end=41.690000, pitch=69, velocity=52),\n",
       " Note(start=41.600000, end=41.680000, pitch=60, velocity=44),\n",
       " Note(start=41.750000, end=41.880000, pitch=58, velocity=52),\n",
       " Note(start=41.790000, end=41.900000, pitch=62, velocity=44),\n",
       " Note(start=41.820000, end=41.920000, pitch=76, velocity=64),\n",
       " Note(start=41.820000, end=41.930000, pitch=64, velocity=40),\n",
       " Note(start=41.860000, end=41.960000, pitch=67, velocity=56),\n",
       " Note(start=41.890000, end=41.990000, pitch=74, velocity=76),\n",
       " Note(start=41.980000, end=42.150000, pitch=73, velocity=72),\n",
       " Note(start=42.080000, end=42.220000, pitch=74, velocity=76),\n",
       " Note(start=42.130000, end=42.260000, pitch=57, velocity=48),\n",
       " Note(start=42.180000, end=42.300000, pitch=61, velocity=44),\n",
       " Note(start=42.200000, end=42.310000, pitch=64, velocity=44),\n",
       " Note(start=42.230000, end=42.330000, pitch=76, velocity=68),\n",
       " Note(start=42.250000, end=42.340000, pitch=67, velocity=44),\n",
       " Note(start=42.400000, end=42.510000, pitch=62, velocity=56),\n",
       " Note(start=42.440000, end=42.540000, pitch=65, velocity=64),\n",
       " Note(start=42.470000, end=42.550000, pitch=69, velocity=68),\n",
       " Note(start=42.490000, end=42.590000, pitch=77, velocity=80),\n",
       " Note(start=42.580000, end=42.740000, pitch=76, velocity=84),\n",
       " Note(start=42.670000, end=42.790000, pitch=77, velocity=88),\n",
       " Note(start=42.710000, end=42.820000, pitch=58, velocity=60),\n",
       " Note(start=42.740000, end=42.840000, pitch=62, velocity=60),\n",
       " Note(start=42.760000, end=42.860000, pitch=64, velocity=60),\n",
       " Note(start=42.800000, end=42.900000, pitch=79, velocity=84),\n",
       " Note(start=42.800000, end=42.880000, pitch=67, velocity=60),\n",
       " Note(start=42.890000, end=43.040000, pitch=77, velocity=80),\n",
       " Note(start=42.980000, end=43.090000, pitch=76, velocity=76),\n",
       " Note(start=43.040000, end=43.130000, pitch=57, velocity=52),\n",
       " Note(start=43.070000, end=43.160000, pitch=64, velocity=48),\n",
       " Note(start=43.070000, end=43.160000, pitch=61, velocity=52),\n",
       " Note(start=43.110000, end=43.160000, pitch=67, velocity=64),\n",
       " Note(start=43.110000, end=43.200000, pitch=74, velocity=84),\n",
       " Note(start=43.200000, end=43.360000, pitch=73, velocity=80),\n",
       " Note(start=43.290000, end=43.420000, pitch=74, velocity=80),\n",
       " Note(start=43.360000, end=43.450000, pitch=57, velocity=60),\n",
       " Note(start=43.390000, end=43.480000, pitch=61, velocity=60),\n",
       " Note(start=43.410000, end=43.500000, pitch=64, velocity=60),\n",
       " Note(start=43.430000, end=43.510000, pitch=67, velocity=72),\n",
       " Note(start=43.430000, end=43.540000, pitch=76, velocity=88),\n",
       " Note(start=43.520000, end=43.650000, pitch=77, velocity=80),\n",
       " Note(start=43.600000, end=43.720000, pitch=79, velocity=88),\n",
       " Note(start=43.680000, end=43.780000, pitch=62, velocity=64),\n",
       " Note(start=43.710000, end=43.800000, pitch=65, velocity=64),\n",
       " Note(start=43.730000, end=43.810000, pitch=77, velocity=88),\n",
       " Note(start=43.730000, end=43.800000, pitch=69, velocity=80),\n",
       " Note(start=43.820000, end=43.950000, pitch=79, velocity=88),\n",
       " Note(start=43.910000, end=44.030000, pitch=81, velocity=92),\n",
       " Note(start=43.980000, end=44.080000, pitch=58, velocity=64),\n",
       " Note(start=44.010000, end=44.100000, pitch=62, velocity=64),\n",
       " Note(start=44.040000, end=44.120000, pitch=64, velocity=72),\n",
       " Note(start=44.040000, end=44.140000, pitch=79, velocity=92),\n",
       " Note(start=44.040000, end=44.110000, pitch=67, velocity=80),\n",
       " Note(start=44.130000, end=44.280000, pitch=77, velocity=80),\n",
       " Note(start=44.220000, end=44.330000, pitch=76, velocity=76),\n",
       " Note(start=44.280000, end=44.370000, pitch=58, velocity=56),\n",
       " Note(start=44.320000, end=44.410000, pitch=61, velocity=56),\n",
       " Note(start=44.360000, end=44.430000, pitch=64, velocity=64),\n",
       " Note(start=44.380000, end=44.470000, pitch=74, velocity=84),\n",
       " Note(start=44.380000, end=44.450000, pitch=67, velocity=80),\n",
       " Note(start=44.470000, end=44.600000, pitch=73, velocity=76),\n",
       " Note(start=44.560000, end=44.860000, pitch=74, velocity=76),\n",
       " Note(start=44.640000, end=44.940000, pitch=57, velocity=80),\n",
       " Note(start=44.640000, end=44.810000, pitch=73, velocity=64),\n",
       " Note(start=44.730000, end=44.900000, pitch=69, velocity=56),\n",
       " Note(start=44.830000, end=45.000000, pitch=76, velocity=60),\n",
       " Note(start=44.920000, end=45.210000, pitch=81, velocity=92),\n",
       " Note(start=44.940000, end=45.160000, pitch=73, velocity=76),\n",
       " Note(start=45.030000, end=45.290000, pitch=69, velocity=64),\n",
       " Note(start=45.120000, end=45.290000, pitch=76, velocity=56),\n",
       " Note(start=45.210000, end=45.510000, pitch=70, velocity=60),\n",
       " Note(start=45.210000, end=45.510000, pitch=55, velocity=84),\n",
       " Note(start=45.310000, end=45.480000, pitch=67, velocity=68),\n",
       " Note(start=45.400000, end=45.570000, pitch=76, velocity=60),\n",
       " Note(start=45.500000, end=45.800000, pitch=82, velocity=96),\n",
       " Note(start=45.500000, end=45.800000, pitch=73, velocity=76),\n",
       " Note(start=45.590000, end=45.890000, pitch=67, velocity=64),\n",
       " Note(start=45.680000, end=45.920000, pitch=76, velocity=68),\n",
       " Note(start=45.770000, end=46.070000, pitch=53, velocity=84),\n",
       " Note(start=45.770000, end=45.940000, pitch=74, velocity=72),\n",
       " Note(start=45.870000, end=46.040000, pitch=69, velocity=64),\n",
       " Note(start=45.960000, end=46.130000, pitch=77, velocity=64),\n",
       " Note(start=46.060000, end=46.340000, pitch=81, velocity=100),\n",
       " Note(start=46.060000, end=46.340000, pitch=74, velocity=76),\n",
       " Note(start=46.150000, end=46.320000, pitch=69, velocity=68),\n",
       " Note(start=46.240000, end=46.480000, pitch=77, velocity=68),\n",
       " Note(start=46.330000, end=46.500000, pitch=76, velocity=72),\n",
       " Note(start=46.330000, end=46.630000, pitch=52, velocity=84),\n",
       " Note(start=46.430000, end=46.600000, pitch=69, velocity=68),\n",
       " Note(start=46.510000, end=46.680000, pitch=79, velocity=76),\n",
       " Note(start=46.610000, end=46.800000, pitch=76, velocity=76),\n",
       " Note(start=46.610000, end=46.910000, pitch=85, velocity=104),\n",
       " Note(start=46.700000, end=46.940000, pitch=69, velocity=68),\n",
       " Note(start=46.780000, end=47.050000, pitch=79, velocity=88),\n",
       " Note(start=46.880000, end=47.180000, pitch=50, velocity=76),\n",
       " Note(start=46.880000, end=47.180000, pitch=77, velocity=84),\n",
       " Note(start=46.970000, end=47.270000, pitch=76, velocity=84),\n",
       " Note(start=47.060000, end=47.360000, pitch=74, velocity=84),\n",
       " Note(start=47.160000, end=47.460000, pitch=81, velocity=100),\n",
       " Note(start=47.180000, end=47.370000, pitch=62, velocity=64),\n",
       " Note(start=47.260000, end=47.530000, pitch=65, velocity=72),\n",
       " Note(start=47.350000, end=47.530000, pitch=69, velocity=68),\n",
       " Note(start=47.450000, end=47.750000, pitch=46, velocity=92),\n",
       " Note(start=47.450000, end=47.620000, pitch=58, velocity=64),\n",
       " Note(start=47.550000, end=47.720000, pitch=62, velocity=60),\n",
       " Note(start=47.640000, end=47.940000, pitch=69, velocity=64),\n",
       " Note(start=47.730000, end=48.030000, pitch=79, velocity=92),\n",
       " Note(start=47.730000, end=48.030000, pitch=58, velocity=60),\n",
       " Note(start=47.820000, end=47.990000, pitch=62, velocity=64),\n",
       " Note(start=47.910000, end=48.210000, pitch=67, velocity=60),\n",
       " Note(start=48.010000, end=48.310000, pitch=45, velocity=88),\n",
       " Note(start=48.010000, end=48.180000, pitch=57, velocity=52),\n",
       " Note(start=48.110000, end=48.270000, pitch=62, velocity=56),\n",
       " Note(start=48.200000, end=48.370000, pitch=65, velocity=56),\n",
       " Note(start=48.300000, end=48.570000, pitch=57, velocity=52),\n",
       " Note(start=48.300000, end=48.600000, pitch=77, velocity=88),\n",
       " Note(start=48.390000, end=48.690000, pitch=62, velocity=60),\n",
       " Note(start=48.480000, end=48.780000, pitch=65, velocity=60),\n",
       " Note(start=48.580000, end=48.750000, pitch=55, velocity=52),\n",
       " Note(start=48.580000, end=48.880000, pitch=43, velocity=80),\n",
       " Note(start=48.680000, end=48.850000, pitch=61, velocity=52),\n",
       " Note(start=48.770000, end=48.940000, pitch=64, velocity=56),\n",
       " Note(start=48.860000, end=49.160000, pitch=76, velocity=76),\n",
       " Note(start=48.860000, end=49.130000, pitch=55, velocity=52),\n",
       " Note(start=48.950000, end=49.250000, pitch=61, velocity=52),\n",
       " Note(start=49.030000, end=49.200000, pitch=64, velocity=56),\n",
       " Note(start=49.130000, end=49.430000, pitch=41, velocity=68),\n",
       " Note(start=49.130000, end=49.300000, pitch=53, velocity=56),\n",
       " Note(start=49.220000, end=49.390000, pitch=57, velocity=52),\n",
       " Note(start=49.320000, end=49.610000, pitch=64, velocity=48),\n",
       " Note(start=49.420000, end=49.700000, pitch=74, velocity=72),\n",
       " Note(start=49.420000, end=49.700000, pitch=53, velocity=48),\n",
       " Note(start=49.510000, end=49.780000, pitch=57, velocity=52),\n",
       " Note(start=49.600000, end=49.780000, pitch=62, velocity=52),\n",
       " Note(start=49.700000, end=49.950000, pitch=40, velocity=60),\n",
       " Note(start=49.700000, end=49.880000, pitch=52, velocity=48),\n",
       " Note(start=49.800000, end=49.970000, pitch=55, velocity=52),\n",
       " Note(start=49.900000, end=50.120000, pitch=62, velocity=52),\n",
       " Note(start=50.010000, end=50.210000, pitch=52, velocity=48),\n",
       " Note(start=50.010000, end=50.210000, pitch=73, velocity=72),\n",
       " Note(start=50.100000, end=50.280000, pitch=55, velocity=48),\n",
       " Note(start=50.190000, end=50.340000, pitch=61, velocity=56),\n",
       " Note(start=50.330000, end=50.390000, pitch=50, velocity=44),\n",
       " Note(start=50.350000, end=50.390000, pitch=38, velocity=56),\n",
       " Note(start=50.550000, end=50.770000, pitch=77, velocity=72),\n",
       " Note(start=50.610000, end=50.800000, pitch=79, velocity=80),\n",
       " Note(start=50.650000, end=50.900000, pitch=81, velocity=84),\n",
       " Note(start=50.830000, end=51.030000, pitch=79, velocity=80),\n",
       " Note(start=50.930000, end=51.100000, pitch=77, velocity=88),\n",
       " Note(start=51.020000, end=51.170000, pitch=76, velocity=88),\n",
       " Note(start=51.060000, end=51.220000, pitch=58, velocity=52),\n",
       " Note(start=51.110000, end=51.260000, pitch=62, velocity=52),\n",
       " Note(start=51.140000, end=51.290000, pitch=64, velocity=56),\n",
       " Note(start=51.180000, end=51.290000, pitch=74, velocity=88),\n",
       " Note(start=51.180000, end=51.310000, pitch=67, velocity=72),\n",
       " Note(start=51.280000, end=51.380000, pitch=73, velocity=84),\n",
       " Note(start=51.370000, end=51.510000, pitch=74, velocity=92),\n",
       " Note(start=51.490000, end=51.720000, pitch=57, velocity=48),\n",
       " Note(start=51.530000, end=51.760000, pitch=61, velocity=48),\n",
       " Note(start=51.550000, end=51.780000, pitch=64, velocity=48),\n",
       " Note(start=51.550000, end=51.630000, pitch=74, velocity=76),\n",
       " Note(start=51.570000, end=51.800000, pitch=67, velocity=56),\n",
       " Note(start=51.610000, end=51.690000, pitch=73, velocity=72),\n",
       " Note(start=51.660000, end=51.790000, pitch=74, velocity=68),\n",
       " Note(start=51.710000, end=51.830000, pitch=73, velocity=72),\n",
       " Note(start=51.910000, end=52.110000, pitch=78, velocity=56),\n",
       " Note(start=51.950000, end=52.200000, pitch=79, velocity=72),\n",
       " Note(start=52.000000, end=52.250000, pitch=81, velocity=68),\n",
       " Note(start=52.180000, end=52.380000, pitch=78, velocity=56),\n",
       " Note(start=52.280000, end=52.450000, pitch=76, velocity=60),\n",
       " Note(start=52.380000, end=52.520000, pitch=74, velocity=60),\n",
       " Note(start=52.420000, end=52.550000, pitch=50, velocity=28),\n",
       " Note(start=52.440000, end=52.560000, pitch=54, velocity=36),\n",
       " Note(start=52.470000, end=52.590000, pitch=57, velocity=32),\n",
       " Note(start=52.520000, end=52.650000, pitch=62, velocity=48),\n",
       " Note(start=52.520000, end=52.650000, pitch=60, velocity=40),\n",
       " Note(start=52.550000, end=52.650000, pitch=72, velocity=56),\n",
       " Note(start=52.650000, end=52.820000, pitch=70, velocity=60),\n",
       " Note(start=52.740000, end=52.920000, pitch=69, velocity=56),\n",
       " Note(start=52.850000, end=53.050000, pitch=55, velocity=44),\n",
       " Note(start=52.890000, end=52.980000, pitch=72, velocity=64),\n",
       " Note(start=52.890000, end=53.070000, pitch=58, velocity=44),\n",
       " Note(start=52.940000, end=53.120000, pitch=62, velocity=48),\n",
       " Note(start=52.940000, end=53.020000, pitch=70, velocity=64),\n",
       " Note(start=52.990000, end=53.080000, pitch=72, velocity=56),\n",
       " Note(start=53.040000, end=53.130000, pitch=70, velocity=64),\n",
       " Note(start=53.220000, end=53.410000, pitch=76, velocity=72),\n",
       " Note(start=53.260000, end=53.450000, pitch=77, velocity=80),\n",
       " Note(start=53.300000, end=53.480000, pitch=79, velocity=88),\n",
       " Note(start=53.470000, end=53.570000, pitch=76, velocity=64),\n",
       " Note(start=53.570000, end=53.870000, pitch=74, velocity=76),\n",
       " Note(start=53.660000, end=53.750000, pitch=72, velocity=68),\n",
       " Note(start=53.750000, end=53.980000, pitch=72, velocity=68),\n",
       " Note(start=53.770000, end=54.000000, pitch=62, velocity=64),\n",
       " Note(start=53.770000, end=53.910000, pitch=70, velocity=76),\n",
       " Note(start=53.770000, end=53.940000, pitch=67, velocity=52),\n",
       " Note(start=53.870000, end=54.010000, pitch=69, velocity=64),\n",
       " Note(start=53.960000, end=54.100000, pitch=70, velocity=64),\n",
       " Note(start=54.050000, end=54.280000, pitch=61, velocity=60),\n",
       " Note(start=54.050000, end=54.220000, pitch=67, velocity=56),\n",
       " Note(start=54.050000, end=54.180000, pitch=69, velocity=64),\n",
       " Note(start=54.150000, end=54.290000, pitch=70, velocity=68),\n",
       " Note(start=54.230000, end=54.380000, pitch=69, velocity=68),\n",
       " Note(start=54.320000, end=54.540000, pitch=72, velocity=84),\n",
       " Note(start=54.340000, end=54.560000, pitch=62, velocity=76),\n",
       " Note(start=54.340000, end=54.510000, pitch=67, velocity=68),\n",
       " Note(start=54.340000, end=54.480000, pitch=70, velocity=80),\n",
       " Note(start=54.440000, end=54.570000, pitch=69, velocity=68),\n",
       " Note(start=54.530000, end=54.670000, pitch=70, velocity=72),\n",
       " Note(start=54.630000, end=54.760000, pitch=69, velocity=72),\n",
       " Note(start=54.630000, end=54.790000, pitch=67, velocity=56),\n",
       " Note(start=54.630000, end=54.850000, pitch=61, velocity=56),\n",
       " Note(start=54.720000, end=54.860000, pitch=70, velocity=72),\n",
       " Note(start=54.800000, end=54.960000, pitch=69, velocity=60),\n",
       " Note(start=54.880000, end=54.960000, pitch=72, velocity=72),\n",
       " Note(start=54.910000, end=55.130000, pitch=62, velocity=60),\n",
       " Note(start=54.910000, end=55.080000, pitch=67, velocity=56),\n",
       " Note(start=54.910000, end=55.000000, pitch=70, velocity=72),\n",
       " Note(start=54.970000, end=55.270000, pitch=72, velocity=56),\n",
       " Note(start=55.020000, end=55.110000, pitch=70, velocity=72),\n",
       " Note(start=55.090000, end=55.200000, pitch=69, velocity=64),\n",
       " Note(start=55.150000, end=55.450000, pitch=70, velocity=64),\n",
       " Note(start=55.240000, end=55.540000, pitch=69, velocity=72),\n",
       " Note(start=55.240000, end=55.400000, pitch=67, velocity=60),\n",
       " Note(start=55.240000, end=55.460000, pitch=61, velocity=56),\n",
       " Note(start=55.330000, end=55.630000, pitch=71, velocity=76),\n",
       " Note(start=55.420000, end=55.560000, pitch=73, velocity=84),\n",
       " Note(start=55.490000, end=55.720000, pitch=58, velocity=48),\n",
       " Note(start=55.530000, end=55.750000, pitch=62, velocity=52),\n",
       " Note(start=55.560000, end=55.780000, pitch=76, velocity=84),\n",
       " Note(start=55.560000, end=55.730000, pitch=64, velocity=64),\n",
       " Note(start=55.560000, end=55.730000, pitch=67, velocity=72),\n",
       " Note(start=55.560000, end=55.690000, pitch=74, velocity=88),\n",
       " Note(start=55.650000, end=55.780000, pitch=73, velocity=84),\n",
       " Note(start=55.740000, end=55.880000, pitch=74, velocity=84),\n",
       " Note(start=55.830000, end=55.960000, pitch=73, velocity=76),\n",
       " Note(start=55.830000, end=56.050000, pitch=57, velocity=52),\n",
       " Note(start=55.830000, end=55.990000, pitch=67, velocity=56),\n",
       " Note(start=55.830000, end=56.050000, pitch=61, velocity=48),\n",
       " Note(start=55.830000, end=55.990000, pitch=64, velocity=44),\n",
       " Note(start=55.920000, end=56.060000, pitch=74, velocity=76),\n",
       " Note(start=56.010000, end=56.160000, pitch=73, velocity=72),\n",
       " Note(start=56.090000, end=56.170000, pitch=76, velocity=72),\n",
       " Note(start=56.090000, end=56.390000, pitch=58, velocity=44),\n",
       " Note(start=56.090000, end=56.310000, pitch=62, velocity=44),\n",
       " Note(start=56.110000, end=56.280000, pitch=67, velocity=52),\n",
       " Note(start=56.110000, end=56.280000, pitch=64, velocity=40),\n",
       " Note(start=56.110000, end=56.200000, pitch=74, velocity=68),\n",
       " Note(start=56.170000, end=56.360000, pitch=76, velocity=68),\n",
       " Note(start=56.220000, end=56.300000, pitch=74, velocity=64),\n",
       " Note(start=56.270000, end=56.370000, pitch=73, velocity=68),\n",
       " Note(start=56.320000, end=56.450000, pitch=74, velocity=68),\n",
       " Note(start=56.390000, end=56.690000, pitch=73, velocity=64),\n",
       " Note(start=56.430000, end=56.650000, pitch=61, velocity=48),\n",
       " Note(start=56.430000, end=56.650000, pitch=67, velocity=52),\n",
       " Note(start=56.430000, end=56.650000, pitch=64, velocity=44),\n",
       " Note(start=56.430000, end=56.730000, pitch=57, velocity=40),\n",
       " Note(start=56.510000, end=56.790000, pitch=74, velocity=72),\n",
       " Note(start=56.600000, end=56.740000, pitch=76, velocity=76),\n",
       " Note(start=56.690000, end=56.910000, pitch=79, velocity=76),\n",
       " Note(start=56.720000, end=56.940000, pitch=62, velocity=52),\n",
       " Note(start=56.720000, end=56.940000, pitch=65, velocity=48),\n",
       " Note(start=56.720000, end=56.850000, pitch=77, velocity=72),\n",
       " Note(start=56.720000, end=56.880000, pitch=69, velocity=44),\n",
       " Note(start=56.810000, end=56.940000, pitch=76, velocity=84),\n",
       " Note(start=56.900000, end=57.030000, pitch=77, velocity=88),\n",
       " Note(start=56.990000, end=57.120000, pitch=76, velocity=84),\n",
       " Note(start=56.990000, end=57.210000, pitch=67, velocity=52),\n",
       " Note(start=56.990000, end=57.150000, pitch=69, velocity=52),\n",
       " Note(start=56.990000, end=57.210000, pitch=64, velocity=52),\n",
       " Note(start=56.990000, end=57.210000, pitch=61, velocity=48),\n",
       " Note(start=57.070000, end=57.210000, pitch=77, velocity=84),\n",
       " Note(start=57.150000, end=57.310000, pitch=76, velocity=80),\n",
       " Note(start=57.230000, end=57.320000, pitch=79, velocity=80),\n",
       " ...]"
      ]
     },
     "execution_count": 63,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "note_seq"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 232,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " {'type': 'time_shift', 'value': 22},\n",
       " {'type': 'velocity', 'value': 23},\n",
       " {'type': 'note_on', 'value': 0},\n",
       " {'type': 'duration', 'value': 3},\n",
       " {'type': 'time_shift', 'value': 17},\n",
       " {'type': 'velocity', 'value': 23},\n",
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       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 16},\n",
       " {'type': 'velocity', 'value': 19},\n",
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       " {'type': 'time_shift', 'value': 16},\n",
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       " {'type': 'duration', 'value': 25},\n",
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       " {'type': 'time_shift', 'value': 5},\n",
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       " {'type': 'time_shift', 'value': 3},\n",
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       " {'type': 'note_on', 'value': 120},\n",
       " {'type': 'duration', 'value': 27},\n",
       " {'type': 'time_shift', 'value': 3},\n",
       " {'type': 'velocity', 'value': 17},\n",
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       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 112},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 144},\n",
       " {'type': 'duration', 'value': 4},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 2},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 120},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'time_shift', 'value': 3},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 132},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 20},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 19},\n",
       " {'type': 'time_shift', 'value': 1},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 111},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'time_shift', 'value': 11},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 145},\n",
       " {'type': 'duration', 'value': 13},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 111},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 11},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 144},\n",
       " {'type': 'duration', 'value': 27},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 112},\n",
       " {'type': 'duration', 'value': 27},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 141},\n",
       " {'type': 'duration', 'value': 27},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 26},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 113},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 139},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 126},\n",
       " {'type': 'duration', 'value': 13},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 12},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 122},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 136},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 3},\n",
       " {'type': 'velocity', 'value': 13},\n",
       " {'type': 'note_on', 'value': 108},\n",
       " {'type': 'duration', 'value': 17},\n",
       " {'type': 'time_shift', 'value': 1},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 148},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 15},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 6},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 8},\n",
       " {'type': 'time_shift', 'value': 5},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 4},\n",
       " {'type': 'velocity', 'value': 9},\n",
       " {'type': 'note_on', 'value': 103},\n",
       " {'type': 'duration', 'value': 5},\n",
       " {'type': 'time_shift', 'value': 17},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 159},\n",
       " {'type': 'duration', 'value': 10},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 124},\n",
       " {'type': 'duration', 'value': 18},\n",
       " {'type': 'time_shift', 'value': 17},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 15},\n",
       " {'type': 'time_shift', 'value': 1},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 123},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 15},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 118},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 130},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 130},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 120},\n",
       " {'type': 'duration', 'value': 24},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 23},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 20},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 1},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 143},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 123},\n",
       " {'type': 'duration', 'value': 21},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 124},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 7},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 117},\n",
       " {'type': 'duration', 'value': 12},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 10},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'velocity', 'value': 20},\n",
       " {'type': 'note_on', 'value': 145},\n",
       " {'type': 'duration', 'value': 17},\n",
       " {'type': 'velocity', 'value': 20},\n",
       " {'type': 'note_on', 'value': 124},\n",
       " {'type': 'duration', 'value': 17},\n",
       " {'type': 'time_shift', 'value': 3},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 110},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 15},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 7},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 12},\n",
       " {'type': 'time_shift', 'value': 4},\n",
       " {'type': 'velocity', 'value': 14},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 10},\n",
       " {'type': 'time_shift', 'value': 9},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 146},\n",
       " {'type': 'duration', 'value': 16},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 123},\n",
       " {'type': 'duration', 'value': 6},\n",
       " {'type': 'time_shift', 'value': 15},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 129},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 20},\n",
       " {'type': 'note_on', 'value': 118},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 133},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 124},\n",
       " {'type': 'duration', 'value': 25},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 123},\n",
       " {'type': 'duration', 'value': 24},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 23},\n",
       " {'type': 'time_shift', 'value': 8},\n",
       " {'type': 'velocity', 'value': 21},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'velocity', 'value': 18},\n",
       " {'type': 'note_on', 'value': 143},\n",
       " {'type': 'duration', 'value': 15},\n",
       " {'type': 'velocity', 'value': 17},\n",
       " {'type': 'note_on', 'value': 123},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'velocity', 'value': 16},\n",
       " {'type': 'note_on', 'value': 124},\n",
       " {'type': 'duration', 'value': 22},\n",
       " {'type': 'time_shift', 'value': 7},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 117},\n",
       " {'type': 'duration', 'value': 12},\n",
       " {'type': 'time_shift', 'value': 7},\n",
       " {'type': 'velocity', 'value': 19},\n",
       " {'type': 'note_on', 'value': 125},\n",
       " ...]"
      ]
     },
     "execution_count": 232,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "event_sequence"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=1.020000, end=1.080000, pitch=74, velocity=92),\n",
       " Note(start=1.540000, end=2.540000, pitch=81, velocity=92),\n",
       " Note(start=2.030000, end=2.090000, pitch=57, velocity=76),\n",
       " Note(start=2.530000, end=2.570000, pitch=62, velocity=84),\n",
       " Note(start=3.010000, end=4.010000, pitch=78, velocity=96),\n",
       " Note(start=3.020000, end=3.660000, pitch=74, velocity=80),\n",
       " Note(start=3.510000, end=3.780000, pitch=73, velocity=72),\n",
       " Note(start=3.520000, end=4.390000, pitch=76, velocity=76),\n",
       " Note(start=3.650000, end=3.920000, pitch=71, velocity=76),\n",
       " Note(start=3.660000, end=4.390000, pitch=74, velocity=72)]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "note_seq[:10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 사용된 vocab 비교하기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import glob\n",
    "\n",
    "from third_party.midi_processor.processor import _control_preprocess, _note_preprocess, _divide_note, _make_time_sift_events, _snote2events, _snote2events_JE, _event_seq2snote_seq, _event_seq2snote_seq_JE, encode_midi, encode_midi_JE\n",
    "import pretty_midi\n",
    "import random\n",
    "# 데이터 디렉토리 path 지정하기\n",
    "dir_path = '/home/bang/다운로드/maestro-v2.0.0-midi/maestro_midi'\n",
    "pop_path = '/home/bang/PycharmProjects/POP909-Dataset/pop909_midi'\n",
    "set1 = glob.glob(os.path.join(dir_path, '*'))\n",
    "set2 = glob.glob(os.path.join(pop_path, '*'))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## classic"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### midi-like"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n",
      "Bad key savefig.frameon in file /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle, line 421 ('savefig.frameon : True')\n",
      "You probably need to get an updated matplotlibrc file from\n",
      "https://github.com/matplotlib/matplotlib/blob/v3.4.2/matplotlibrc.template\n",
      "or from the matplotlib source distribution\n",
      "\n",
      "Bad key verbose.level in file /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle, line 472 ('verbose.level  : silent      # one of silent, helpful, debug, debug-annoying')\n",
      "You probably need to get an updated matplotlibrc file from\n",
      "https://github.com/matplotlib/matplotlib/blob/v3.4.2/matplotlibrc.template\n",
      "or from the matplotlib source distribution\n",
      "\n",
      "Bad key verbose.fileo in file /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle, line 473 ('verbose.fileo  : sys.stdout  # a log filename, sys.stdout or sys.stderr')\n",
      "You probably need to get an updated matplotlibrc file from\n",
      "https://github.com/matplotlib/matplotlib/blob/v3.4.2/matplotlibrc.template\n",
      "or from the matplotlib source distribution\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The text.latex.preview rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The mathtext.fallback_to_cm rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: Support for setting the 'mathtext.fallback_to_cm' rcParam is deprecated since 3.3 and will be removed two minor releases later; use 'mathtext.fallback : 'cm' instead.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The validate_bool_maybe_none function was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The savefig.jpeg_quality rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The keymap.all_axes rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The animation.avconv_path rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n",
      "In /home/bang/anaconda3/lib/python3.8/site-packages/matplotlib/mpl-data/stylelib/_classic_test.mplstyle: \n",
      "The animation.avconv_args rcparam was deprecated in Matplotlib 3.3 and will be removed two minor releases later.\n"
     ]
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "midi_count = [0 for i in range(388)]\n",
    "cnt = 0\n",
    "for mid in set1:\n",
    "    encoded = encode_midi(mid)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        midi_count[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "midi-like encoding = 230.3505074160812\n"
     ]
    }
   ],
   "source": [
    "print(\"midi-like encoding =\", cnt/len(set1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(midi_count)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### interval_default 100"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "interval_count = [0 for i in range(687)]\n",
    "cnt = 0\n",
    "for mid in set1:\n",
    "    encoded = encode_midi_JE(mid)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        interval_count[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "interval encoding = 299.3559718969555\n"
     ]
    }
   ],
   "source": [
    "print(\"interval encoding =\", cnt/len(set1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(interval_count)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### interval logscale"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "logscale_count = [0 for i in range(487)]\n",
    "cnt = 0\n",
    "for mid in set1:\n",
    "    encoded = encode_midi_JE(mid, logspace=True)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        logscale_count[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "interval encoding = 232.92818110850897\n"
     ]
    }
   ],
   "source": [
    "print(\"interval encoding =\", cnt/len(set1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(logscale_count)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## pop"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### midi-like"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "midi_count_pop = [0 for i in range(388)]\n",
    "cnt = 0\n",
    "for mid in set2:\n",
    "    encoded = encode_midi(mid)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        midi_count_pop[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "midi-like encoding = 122.28492849284929\n"
     ]
    }
   ],
   "source": [
    "print(\"midi-like encoding =\", cnt/len(set2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(midi_count_pop)\n",
    "plt.title(\"midi-like, POP\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### interval"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "interval_count_pop = [0 for i in range(487)]\n",
    "cnt = 0\n",
    "for mid in set2:\n",
    "    encoded = encode_midi_JE(mid)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        interval_count_pop[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "interval encoding = 154.1034103410341\n"
     ]
    }
   ],
   "source": [
    "print(\"interval encoding =\", cnt/len(set2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(interval_count_pop)\n",
    "plt.title(\"interval, pop\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### logscale"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "logscale_count = [0 for i in range(487)]\n",
    "cnt = 0\n",
    "for mid in set2:\n",
    "    encoded = encode_midi_JE(mid, logspace=True)\n",
    "    temp = set(encoded)\n",
    "    cnt += len(temp)\n",
    "    for i in temp:\n",
    "        logscale_count[i]+=1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "interval encoding = 105.14631463146314\n"
     ]
    }
   ],
   "source": [
    "print(\"interval encoding =\", cnt/len(set2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(logscale_count)\n",
    "plt.title(\"interval, pop\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Pretty MIDI 갖고놀기"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "events = []\n",
    "notes = []\n",
    "file_path = '/home/bang/다운로드/maestro-v2.0.0-midi/maestro_midi/MIDI-UNPROCESSED_01-03_R1_2014_MID--AUDIO_01_R1_2014_wav--1.midi'\n",
    "mid = pretty_midi.PrettyMIDI(midi_file=file_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=1.023438, end=1.085938, pitch=74, velocity=92),\n",
       " Note(start=2.031250, end=2.095052, pitch=57, velocity=79),\n",
       " Note(start=2.533854, end=2.576823, pitch=62, velocity=86),\n",
       " Note(start=1.545573, end=2.598958, pitch=81, velocity=93),\n",
       " Note(start=3.024740, end=3.471354, pitch=74, velocity=82),\n",
       " Note(start=3.015625, end=3.529948, pitch=78, velocity=97),\n",
       " Note(start=3.518229, end=3.562500, pitch=73, velocity=73),\n",
       " Note(start=3.527344, end=3.576823, pitch=76, velocity=79),\n",
       " Note(start=3.661458, end=3.700521, pitch=71, velocity=78),\n",
       " Note(start=3.666667, end=3.714844, pitch=74, velocity=72),\n",
       " Note(start=3.796875, end=3.828125, pitch=69, velocity=76),\n",
       " Note(start=3.785156, end=3.856771, pitch=73, velocity=79),\n",
       " Note(start=3.928385, end=3.966146, pitch=67, velocity=78),\n",
       " Note(start=3.927083, end=3.984375, pitch=71, velocity=83),\n",
       " Note(start=4.063802, end=4.098958, pitch=66, velocity=76),\n",
       " Note(start=4.062500, end=4.113281, pitch=69, velocity=77),\n",
       " Note(start=4.195312, end=4.243490, pitch=64, velocity=73),\n",
       " Note(start=4.195312, end=4.272135, pitch=67, velocity=72),\n",
       " Note(start=4.358073, end=4.385417, pitch=62, velocity=80),\n",
       " Note(start=4.358073, end=4.394531, pitch=66, velocity=85),\n",
       " Note(start=4.846354, end=5.286458, pitch=78, velocity=81),\n",
       " Note(start=4.837240, end=5.302083, pitch=81, velocity=96),\n",
       " Note(start=5.338542, end=5.373698, pitch=76, velocity=70),\n",
       " Note(start=5.319010, end=5.395833, pitch=79, velocity=84),\n",
       " Note(start=5.470052, end=5.514323, pitch=74, velocity=81),\n",
       " Note(start=5.460938, end=5.539062, pitch=78, velocity=89),\n",
       " Note(start=5.600260, end=5.661458, pitch=76, velocity=92),\n",
       " Note(start=5.601562, end=5.666667, pitch=73, velocity=83),\n",
       " Note(start=5.739583, end=5.789062, pitch=71, velocity=79),\n",
       " Note(start=5.729167, end=5.802083, pitch=74, velocity=89),\n",
       " Note(start=5.872396, end=5.904948, pitch=69, velocity=81),\n",
       " Note(start=5.864583, end=5.941406, pitch=73, velocity=90),\n",
       " Note(start=5.996094, end=6.035156, pitch=67, velocity=79),\n",
       " Note(start=6.002604, end=6.059896, pitch=71, velocity=88),\n",
       " Note(start=6.151042, end=6.188802, pitch=66, velocity=80),\n",
       " Note(start=6.158854, end=6.216146, pitch=69, velocity=82),\n",
       " Note(start=6.627604, end=6.704427, pitch=66, velocity=61),\n",
       " Note(start=6.598958, end=6.778646, pitch=86, velocity=87),\n",
       " Note(start=6.748698, end=6.861979, pitch=81, velocity=90),\n",
       " Note(start=6.869792, end=7.053385, pitch=74, velocity=92),\n",
       " Note(start=7.055990, end=7.149740, pitch=78, velocity=75),\n",
       " Note(start=7.053385, end=7.178385, pitch=67, velocity=60),\n",
       " Note(start=7.154948, end=7.229167, pitch=76, velocity=74),\n",
       " Note(start=7.240885, end=7.317708, pitch=78, velocity=74),\n",
       " Note(start=7.313802, end=7.377604, pitch=76, velocity=71),\n",
       " Note(start=7.381510, end=7.457031, pitch=78, velocity=72),\n",
       " Note(start=7.451823, end=7.516927, pitch=76, velocity=71),\n",
       " Note(start=7.546875, end=7.589844, pitch=69, velocity=62),\n",
       " Note(start=7.520833, end=7.596354, pitch=78, velocity=70),\n",
       " Note(start=7.593750, end=7.662760, pitch=76, velocity=67),\n",
       " Note(start=7.673177, end=7.748698, pitch=78, velocity=72),\n",
       " Note(start=7.748698, end=7.813802, pitch=76, velocity=68),\n",
       " Note(start=7.822917, end=7.907552, pitch=74, velocity=71),\n",
       " Note(start=7.911458, end=8.032552, pitch=76, velocity=70),\n",
       " Note(start=8.039062, end=8.180990, pitch=78, velocity=70),\n",
       " Note(start=8.039062, end=8.197917, pitch=62, velocity=46),\n",
       " Note(start=8.537760, end=8.575521, pitch=62, velocity=67),\n",
       " Note(start=8.539062, end=8.674479, pitch=81, velocity=73),\n",
       " Note(start=8.680990, end=8.763021, pitch=74, velocity=68),\n",
       " Note(start=8.805990, end=8.960938, pitch=69, velocity=59),\n",
       " Note(start=8.951823, end=8.990885, pitch=55, velocity=61),\n",
       " Note(start=8.957031, end=9.029948, pitch=71, velocity=66),\n",
       " Note(start=9.046875, end=9.141927, pitch=73, velocity=68),\n",
       " Note(start=9.143229, end=9.179688, pitch=71, velocity=65),\n",
       " Note(start=9.164062, end=9.203125, pitch=64, velocity=59),\n",
       " Note(start=9.233073, end=9.292969, pitch=69, velocity=68),\n",
       " Note(start=9.300781, end=9.402344, pitch=71, velocity=62),\n",
       " Note(start=9.371094, end=9.410156, pitch=57, velocity=61),\n",
       " Note(start=9.375000, end=9.451823, pitch=73, velocity=73),\n",
       " Note(start=9.458333, end=9.550781, pitch=74, velocity=68),\n",
       " Note(start=9.533854, end=9.614583, pitch=73, velocity=67),\n",
       " Note(start=9.582031, end=9.621094, pitch=66, velocity=59),\n",
       " Note(start=9.635417, end=9.709635, pitch=71, velocity=68),\n",
       " Note(start=9.699219, end=9.804688, pitch=73, velocity=59),\n",
       " Note(start=9.773438, end=9.809896, pitch=59, velocity=65),\n",
       " Note(start=9.777344, end=9.842448, pitch=74, velocity=80),\n",
       " Note(start=9.861979, end=9.942708, pitch=76, velocity=67),\n",
       " Note(start=9.940104, end=10.001302, pitch=74, velocity=71),\n",
       " Note(start=9.976562, end=10.013021, pitch=67, velocity=61),\n",
       " Note(start=10.016927, end=10.079427, pitch=73, velocity=75),\n",
       " Note(start=10.104167, end=10.179688, pitch=74, velocity=69),\n",
       " Note(start=10.175781, end=10.216146, pitch=61, velocity=61),\n",
       " Note(start=10.167969, end=10.255208, pitch=76, velocity=80),\n",
       " Note(start=10.261719, end=10.382812, pitch=78, velocity=77),\n",
       " Note(start=10.348958, end=10.410156, pitch=76, velocity=74),\n",
       " Note(start=10.385417, end=10.417969, pitch=69, velocity=66),\n",
       " Note(start=10.438802, end=10.518229, pitch=74, velocity=79),\n",
       " Note(start=10.509115, end=10.617188, pitch=76, velocity=73),\n",
       " Note(start=10.589844, end=10.631510, pitch=62, velocity=66),\n",
       " Note(start=10.596354, end=10.670573, pitch=78, velocity=86),\n",
       " Note(start=10.662760, end=10.766927, pitch=79, velocity=73),\n",
       " Note(start=10.743490, end=10.820312, pitch=78, velocity=72),\n",
       " Note(start=10.800781, end=10.834635, pitch=71, velocity=61),\n",
       " Note(start=10.833333, end=10.912760, pitch=76, velocity=75),\n",
       " Note(start=10.904948, end=11.001302, pitch=78, velocity=79),\n",
       " Note(start=10.997396, end=11.037760, pitch=64, velocity=67),\n",
       " Note(start=10.990885, end=11.054688, pitch=79, velocity=86),\n",
       " Note(start=11.052083, end=11.156250, pitch=81, velocity=77),\n",
       " Note(start=11.139323, end=11.214844, pitch=79, velocity=78),\n",
       " Note(start=11.186198, end=11.234375, pitch=73, velocity=71),\n",
       " Note(start=11.218750, end=11.298177, pitch=78, velocity=80),\n",
       " Note(start=11.308594, end=11.402344, pitch=79, velocity=78),\n",
       " Note(start=11.389323, end=11.457031, pitch=66, velocity=77),\n",
       " Note(start=11.388021, end=11.471354, pitch=81, velocity=89),\n",
       " Note(start=11.472656, end=11.583333, pitch=83, velocity=79),\n",
       " Note(start=11.563802, end=11.631510, pitch=81, velocity=85),\n",
       " Note(start=11.587240, end=11.639323, pitch=74, velocity=82),\n",
       " Note(start=11.643229, end=11.722656, pitch=79, velocity=81),\n",
       " Note(start=11.712240, end=11.803385, pitch=81, velocity=85),\n",
       " Note(start=11.787760, end=11.822917, pitch=83, velocity=87),\n",
       " Note(start=11.769531, end=11.828125, pitch=67, velocity=83),\n",
       " Note(start=12.019531, end=12.083333, pitch=69, velocity=79),\n",
       " Note(start=12.022135, end=12.115885, pitch=85, velocity=87),\n",
       " Note(start=12.242188, end=12.304688, pitch=71, velocity=89),\n",
       " Note(start=12.239583, end=12.385417, pitch=86, velocity=87),\n",
       " Note(start=12.345052, end=12.484375, pitch=85, velocity=82),\n",
       " Note(start=12.446615, end=12.588542, pitch=83, velocity=79),\n",
       " Note(start=12.549479, end=12.649740, pitch=81, velocity=89),\n",
       " Note(start=12.651042, end=12.710938, pitch=67, velocity=81),\n",
       " Note(start=12.657552, end=12.768229, pitch=79, velocity=87),\n",
       " Note(start=12.717448, end=12.778646, pitch=69, velocity=16),\n",
       " Note(start=12.757812, end=12.877604, pitch=78, velocity=87),\n",
       " Note(start=12.854167, end=12.954427, pitch=76, velocity=84),\n",
       " Note(start=12.959635, end=13.100260, pitch=74, velocity=88),\n",
       " Note(start=13.048177, end=13.145833, pitch=69, velocity=71),\n",
       " Note(start=13.070312, end=13.197917, pitch=76, velocity=85),\n",
       " Note(start=13.183594, end=13.332031, pitch=81, velocity=86),\n",
       " Note(start=13.292969, end=13.427083, pitch=79, velocity=81),\n",
       " Note(start=13.391927, end=13.550781, pitch=78, velocity=79),\n",
       " Note(start=13.507812, end=13.587240, pitch=76, velocity=74),\n",
       " Note(start=13.507812, end=13.660156, pitch=57, velocity=59),\n",
       " Note(start=13.604167, end=13.717448, pitch=74, velocity=74),\n",
       " Note(start=13.703125, end=13.861979, pitch=73, velocity=78),\n",
       " Note(start=13.819010, end=14.029948, pitch=71, velocity=79),\n",
       " Note(start=14.001302, end=14.164062, pitch=69, velocity=79),\n",
       " Note(start=14.179688, end=14.269531, pitch=71, velocity=65),\n",
       " Note(start=14.274740, end=14.337240, pitch=69, velocity=68),\n",
       " Note(start=14.347656, end=14.423177, pitch=71, velocity=61),\n",
       " Note(start=14.419271, end=14.489583, pitch=69, velocity=60),\n",
       " Note(start=14.485677, end=14.563802, pitch=71, velocity=64),\n",
       " Note(start=14.561198, end=14.630208, pitch=69, velocity=61),\n",
       " Note(start=14.630208, end=14.716146, pitch=71, velocity=65),\n",
       " Note(start=14.673177, end=14.734375, pitch=62, velocity=70),\n",
       " Note(start=14.489583, end=14.773438, pitch=54, velocity=57),\n",
       " Note(start=14.705729, end=14.774740, pitch=69, velocity=69),\n",
       " Note(start=14.777344, end=14.875000, pitch=67, velocity=79),\n",
       " Note(start=14.847656, end=15.126302, pitch=69, velocity=73),\n",
       " Note(start=15.084635, end=15.170573, pitch=71, velocity=71),\n",
       " Note(start=15.179688, end=15.299479, pitch=73, velocity=69),\n",
       " Note(start=15.283854, end=15.338542, pitch=71, velocity=67),\n",
       " Note(start=15.285156, end=15.348958, pitch=64, velocity=64),\n",
       " Note(start=14.959635, end=15.355469, pitch=55, velocity=75),\n",
       " Note(start=15.364583, end=15.446615, pitch=69, velocity=71),\n",
       " Note(start=15.417969, end=15.566406, pitch=71, velocity=70),\n",
       " Note(start=15.520833, end=15.621094, pitch=73, velocity=79),\n",
       " Note(start=15.625000, end=15.726562, pitch=74, velocity=70),\n",
       " Note(start=15.707031, end=15.789062, pitch=73, velocity=73),\n",
       " Note(start=15.506510, end=15.790365, pitch=57, velocity=82),\n",
       " Note(start=15.731771, end=15.802083, pitch=66, velocity=69),\n",
       " Note(start=15.799479, end=15.884115, pitch=71, velocity=74),\n",
       " Note(start=15.860677, end=15.986979, pitch=73, velocity=68),\n",
       " Note(start=15.950521, end=16.031250, pitch=74, velocity=79),\n",
       " Note(start=16.039062, end=16.143229, pitch=76, velocity=74),\n",
       " Note(start=15.955729, end=16.162760, pitch=59, velocity=82),\n",
       " Note(start=16.134115, end=16.205729, pitch=74, velocity=73),\n",
       " Note(start=16.169271, end=16.209635, pitch=67, velocity=67),\n",
       " Note(start=16.205729, end=16.287760, pitch=73, velocity=74),\n",
       " Note(start=16.305990, end=16.408854, pitch=74, velocity=70),\n",
       " Note(start=16.401042, end=16.476562, pitch=76, velocity=76),\n",
       " Note(start=16.485677, end=16.596354, pitch=78, velocity=75),\n",
       " Note(start=16.597656, end=16.644531, pitch=76, velocity=70),\n",
       " Note(start=16.404948, end=16.651042, pitch=61, velocity=66),\n",
       " Note(start=16.608073, end=16.660156, pitch=69, velocity=60),\n",
       " Note(start=16.683594, end=16.750000, pitch=74, velocity=72),\n",
       " Note(start=16.760417, end=16.878906, pitch=76, velocity=62),\n",
       " Note(start=16.847656, end=16.929688, pitch=78, velocity=73),\n",
       " Note(start=16.863281, end=17.035156, pitch=62, velocity=57),\n",
       " Note(start=16.946615, end=17.037760, pitch=79, velocity=63),\n",
       " Note(start=17.053385, end=17.102865, pitch=71, velocity=61),\n",
       " Note(start=17.027344, end=17.105469, pitch=78, velocity=67),\n",
       " Note(start=17.122396, end=17.190104, pitch=76, velocity=64),\n",
       " Note(start=17.188802, end=17.298177, pitch=78, velocity=61),\n",
       " Note(start=17.285156, end=17.341146, pitch=79, velocity=72),\n",
       " Note(start=17.367188, end=17.449219, pitch=81, velocity=64),\n",
       " Note(start=17.300781, end=17.459635, pitch=64, velocity=51),\n",
       " Note(start=17.455729, end=17.509115, pitch=79, velocity=65),\n",
       " Note(start=17.484375, end=17.524740, pitch=73, velocity=55),\n",
       " Note(start=17.528646, end=17.571615, pitch=78, velocity=64),\n",
       " Note(start=17.618490, end=17.695312, pitch=79, velocity=75),\n",
       " Note(start=17.699219, end=17.769531, pitch=81, velocity=75),\n",
       " Note(start=17.705729, end=17.854167, pitch=66, velocity=56),\n",
       " Note(start=17.787760, end=17.872396, pitch=83, velocity=68),\n",
       " Note(start=17.872396, end=17.914062, pitch=81, velocity=71),\n",
       " Note(start=17.906250, end=17.945312, pitch=74, velocity=63),\n",
       " Note(start=17.947917, end=18.013021, pitch=79, velocity=71),\n",
       " Note(start=18.022135, end=18.105469, pitch=81, velocity=67),\n",
       " Note(start=18.089844, end=18.125000, pitch=83, velocity=81),\n",
       " Note(start=18.113281, end=18.153646, pitch=67, velocity=56),\n",
       " Note(start=18.371094, end=18.411458, pitch=69, velocity=60),\n",
       " Note(start=18.361979, end=18.411458, pitch=85, velocity=76),\n",
       " Note(start=18.602865, end=18.635417, pitch=71, velocity=66),\n",
       " Note(start=18.600260, end=18.726562, pitch=86, velocity=74),\n",
       " Note(start=18.700521, end=18.826823, pitch=85, velocity=74),\n",
       " Note(start=18.809896, end=18.917969, pitch=83, velocity=72),\n",
       " Note(start=18.910156, end=18.983073, pitch=81, velocity=77),\n",
       " Note(start=19.007812, end=19.050781, pitch=67, velocity=60),\n",
       " Note(start=19.019531, end=19.097656, pitch=79, velocity=73),\n",
       " Note(start=19.117188, end=19.235677, pitch=78, velocity=73),\n",
       " Note(start=19.208333, end=19.268229, pitch=76, velocity=64),\n",
       " Note(start=19.290365, end=19.334635, pitch=74, velocity=72),\n",
       " Note(start=19.433594, end=19.471354, pitch=69, velocity=58),\n",
       " Note(start=19.447917, end=19.496094, pitch=78, velocity=74),\n",
       " Note(start=19.514323, end=19.561198, pitch=76, velocity=68),\n",
       " Note(start=19.582031, end=19.649740, pitch=78, velocity=71),\n",
       " Note(start=19.662760, end=19.700521, pitch=76, velocity=62),\n",
       " Note(start=19.718750, end=19.786458, pitch=78, velocity=65),\n",
       " Note(start=19.790365, end=19.841146, pitch=76, velocity=68),\n",
       " Note(start=19.845052, end=19.886719, pitch=57, velocity=53),\n",
       " Note(start=19.861979, end=19.932292, pitch=78, velocity=69),\n",
       " Note(start=19.944010, end=19.988281, pitch=76, velocity=61),\n",
       " Note(start=20.003906, end=20.076823, pitch=78, velocity=70),\n",
       " Note(start=20.085938, end=20.128906, pitch=76, velocity=67),\n",
       " Note(start=20.158854, end=20.203125, pitch=74, velocity=56),\n",
       " Note(start=20.250000, end=20.339844, pitch=76, velocity=56),\n",
       " Note(start=20.333333, end=20.417969, pitch=74, velocity=61),\n",
       " Note(start=20.346354, end=20.437500, pitch=50, velocity=37),\n",
       " Note(start=20.923177, end=21.154948, pitch=82, velocity=72),\n",
       " Note(start=20.928385, end=21.554688, pitch=79, velocity=62),\n",
       " Note(start=21.496094, end=21.632812, pitch=77, velocity=57),\n",
       " Note(start=21.477865, end=21.938802, pitch=81, velocity=68),\n",
       " Note(start=21.938802, end=22.016927, pitch=70, velocity=76),\n",
       " Note(start=21.932292, end=22.022135, pitch=79, velocity=76),\n",
       " Note(start=22.087240, end=22.149740, pitch=69, velocity=71),\n",
       " Note(start=22.235677, end=22.303385, pitch=67, velocity=74),\n",
       " Note(start=21.942708, end=22.403646, pitch=73, velocity=70),\n",
       " Note(start=22.385417, end=22.446615, pitch=65, velocity=80),\n",
       " Note(start=22.408854, end=22.467448, pitch=77, velocity=64),\n",
       " Note(start=21.942708, end=22.471354, pitch=76, velocity=69),\n",
       " Note(start=22.404948, end=22.477865, pitch=81, velocity=73),\n",
       " Note(start=22.421875, end=22.494792, pitch=74, velocity=63),\n",
       " Note(start=22.537760, end=22.569010, pitch=64, velocity=73),\n",
       " Note(start=22.688802, end=22.725260, pitch=62, velocity=66),\n",
       " Note(start=22.842448, end=22.911458, pitch=64, velocity=75),\n",
       " Note(start=22.907552, end=22.972656, pitch=62, velocity=68),\n",
       " Note(start=22.855469, end=23.013021, pitch=82, velocity=82),\n",
       " Note(start=22.973958, end=23.052083, pitch=64, velocity=62),\n",
       " Note(start=23.037760, end=23.108073, pitch=62, velocity=56),\n",
       " Note(start=23.108073, end=23.196615, pitch=64, velocity=58),\n",
       " Note(start=23.177083, end=23.398438, pitch=62, velocity=59),\n",
       " Note(start=22.856771, end=23.412760, pitch=79, velocity=81),\n",
       " Note(start=23.363281, end=23.483073, pitch=77, velocity=66),\n",
       " Note(start=23.354167, end=23.822917, pitch=81, velocity=74),\n",
       " Note(start=23.813802, end=23.884115, pitch=79, velocity=78),\n",
       " Note(start=23.816406, end=23.891927, pitch=70, velocity=82),\n",
       " Note(start=23.963542, end=24.032552, pitch=69, velocity=77),\n",
       " Note(start=24.098958, end=24.162760, pitch=67, velocity=78),\n",
       " Note(start=23.817708, end=24.196615, pitch=76, velocity=73),\n",
       " Note(start=23.821615, end=24.204427, pitch=73, velocity=76),\n",
       " Note(start=24.255208, end=24.321615, pitch=65, velocity=85),\n",
       " Note(start=24.266927, end=24.338542, pitch=77, velocity=70),\n",
       " Note(start=24.269531, end=24.354167, pitch=74, velocity=66),\n",
       " Note(start=24.260417, end=24.367188, pitch=81, velocity=73),\n",
       " Note(start=24.398438, end=24.445312, pitch=64, velocity=79),\n",
       " Note(start=24.524740, end=24.569010, pitch=62, velocity=79),\n",
       " Note(start=24.696615, end=24.759115, pitch=64, velocity=79),\n",
       " Note(start=24.766927, end=24.821615, pitch=62, velocity=67),\n",
       " Note(start=24.833333, end=24.908854, pitch=64, velocity=68),\n",
       " Note(start=24.713542, end=24.947917, pitch=81, velocity=84),\n",
       " Note(start=24.903646, end=24.972656, pitch=62, velocity=69),\n",
       " Note(start=24.971354, end=25.063802, pitch=64, velocity=62),\n",
       " Note(start=25.046875, end=25.221354, pitch=62, velocity=62),\n",
       " Note(start=24.712240, end=25.242188, pitch=84, velocity=83),\n",
       " Note(start=25.213542, end=25.375000, pitch=79, velocity=68),\n",
       " Note(start=25.209635, end=25.394531, pitch=82, velocity=74),\n",
       " Note(start=25.656250, end=25.731771, pitch=72, velocity=86),\n",
       " Note(start=25.669271, end=25.864583, pitch=81, velocity=81),\n",
       " Note(start=25.671875, end=25.880208, pitch=75, velocity=80),\n",
       " Note(start=25.675781, end=25.882812, pitch=78, velocity=69),\n",
       " Note(start=25.808594, end=25.884115, pitch=70, velocity=86),\n",
       " Note(start=25.953125, end=26.015625, pitch=69, velocity=86),\n",
       " Note(start=26.104167, end=26.174479, pitch=70, velocity=87),\n",
       " Note(start=26.119792, end=26.194010, pitch=74, velocity=75),\n",
       " Note(start=26.122396, end=26.234375, pitch=79, velocity=73),\n",
       " Note(start=26.119792, end=26.236979, pitch=82, velocity=82),\n",
       " Note(start=26.255208, end=26.315104, pitch=69, velocity=85),\n",
       " Note(start=26.385417, end=26.429688, pitch=67, velocity=81),\n",
       " Note(start=26.569010, end=26.623698, pitch=69, velocity=77),\n",
       " Note(start=26.631510, end=26.703125, pitch=67, velocity=75),\n",
       " Note(start=26.579427, end=26.765625, pitch=81, velocity=83),\n",
       " Note(start=26.708333, end=26.781250, pitch=69, velocity=69),\n",
       " Note(start=26.776042, end=26.846354, pitch=67, velocity=64),\n",
       " Note(start=26.841146, end=26.928385, pitch=69, velocity=63),\n",
       " Note(start=26.580729, end=27.089844, pitch=84, velocity=83),\n",
       " Note(start=26.914062, end=27.130208, pitch=67, velocity=63),\n",
       " Note(start=27.074219, end=27.229167, pitch=79, velocity=63),\n",
       " Note(start=27.076823, end=27.266927, pitch=82, velocity=73),\n",
       " Note(start=27.540365, end=27.621094, pitch=72, velocity=91),\n",
       " Note(start=27.549479, end=27.695312, pitch=81, velocity=74),\n",
       " Note(start=27.550781, end=27.712240, pitch=78, velocity=70),\n",
       " Note(start=27.545573, end=27.725260, pitch=75, velocity=76),\n",
       " Note(start=27.690104, end=27.764323, pitch=70, velocity=88),\n",
       " Note(start=27.833333, end=27.893229, pitch=69, velocity=87),\n",
       " Note(start=27.979167, end=28.033854, pitch=74, velocity=73),\n",
       " Note(start=27.977865, end=28.054688, pitch=70, velocity=93),\n",
       " Note(start=27.985677, end=28.065104, pitch=79, velocity=69),\n",
       " Note(start=27.986979, end=28.069010, pitch=82, velocity=82),\n",
       " Note(start=28.130208, end=28.187500, pitch=69, velocity=87),\n",
       " Note(start=28.255208, end=28.315104, pitch=67, velocity=89),\n",
       " Note(start=28.428385, end=28.497396, pitch=69, velocity=78),\n",
       " Note(start=28.496094, end=28.554688, pitch=67, velocity=76),\n",
       " Note(start=28.433594, end=28.623698, pitch=86, velocity=86),\n",
       " Note(start=28.567708, end=28.644531, pitch=69, velocity=63),\n",
       " Note(start=28.639323, end=28.709635, pitch=67, velocity=71),\n",
       " Note(start=28.705729, end=28.795573, pitch=69, velocity=64),\n",
       " Note(start=28.434896, end=28.949219, pitch=83, velocity=81),\n",
       " Note(start=28.786458, end=28.963542, pitch=67, velocity=66),\n",
       " Note(start=28.937500, end=29.061198, pitch=81, velocity=70),\n",
       " Note(start=29.378906, end=29.458333, pitch=74, velocity=87),\n",
       " Note(start=28.924479, end=29.490885, pitch=84, velocity=74),\n",
       " Note(start=29.402344, end=29.500000, pitch=77, velocity=75),\n",
       " Note(start=29.404948, end=29.514323, pitch=83, velocity=75),\n",
       " Note(start=29.399740, end=29.537760, pitch=80, velocity=70),\n",
       " Note(start=29.536458, end=29.605469, pitch=72, velocity=91),\n",
       " Note(start=29.674479, end=29.742188, pitch=71, velocity=87),\n",
       " Note(start=29.825521, end=29.897135, pitch=76, velocity=73),\n",
       " Note(start=29.830729, end=29.901042, pitch=72, velocity=95),\n",
       " Note(start=29.824219, end=29.916667, pitch=84, velocity=83),\n",
       " Note(start=29.826823, end=29.925781, pitch=81, velocity=73),\n",
       " Note(start=29.975260, end=30.059896, pitch=71, velocity=85),\n",
       " Note(start=30.078125, end=30.132812, pitch=69, velocity=82),\n",
       " Note(start=30.265625, end=30.326823, pitch=71, velocity=76),\n",
       " Note(start=30.325521, end=30.389323, pitch=69, velocity=76),\n",
       " Note(start=30.265625, end=30.468750, pitch=86, velocity=84),\n",
       " Note(start=30.398438, end=30.472656, pitch=71, velocity=66),\n",
       " Note(start=30.463542, end=30.536458, pitch=69, velocity=70),\n",
       " Note(start=30.539062, end=30.619792, pitch=71, velocity=62),\n",
       " Note(start=30.270833, end=30.752604, pitch=83, velocity=80),\n",
       " Note(start=30.601562, end=30.774740, pitch=69, velocity=63),\n",
       " Note(start=30.756510, end=30.869792, pitch=81, velocity=71),\n",
       " Note(start=31.195312, end=31.281250, pitch=74, velocity=78),\n",
       " Note(start=30.753906, end=31.289062, pitch=84, velocity=72),\n",
       " Note(start=31.217448, end=31.322917, pitch=77, velocity=63),\n",
       " Note(start=31.216146, end=31.325521, pitch=83, velocity=65),\n",
       " Note(start=31.213542, end=31.345052, pitch=80, velocity=62),\n",
       " Note(start=31.358073, end=31.441406, pitch=72, velocity=73),\n",
       " Note(start=31.479167, end=31.537760, pitch=71, velocity=78),\n",
       " Note(start=31.648438, end=31.701823, pitch=76, velocity=72),\n",
       " Note(start=31.644531, end=31.718750, pitch=84, velocity=76),\n",
       " Note(start=31.647135, end=31.722656, pitch=72, velocity=81),\n",
       " Note(start=31.648438, end=31.730469, pitch=81, velocity=69),\n",
       " Note(start=31.802083, end=31.916667, pitch=71, velocity=76),\n",
       " Note(start=31.914062, end=31.950521, pitch=69, velocity=68),\n",
       " Note(start=32.070312, end=32.108073, pitch=71, velocity=72),\n",
       " Note(start=32.088542, end=32.134115, pitch=85, velocity=77),\n",
       " Note(start=32.126302, end=32.169271, pitch=69, velocity=59),\n",
       " Note(start=32.207031, end=32.272135, pitch=71, velocity=66),\n",
       " Note(start=32.277344, end=32.312500, pitch=69, velocity=65),\n",
       " Note(start=32.580729, end=32.615885, pitch=38, velocity=83),\n",
       " Note(start=32.584635, end=32.664062, pitch=78, velocity=77),\n",
       " Note(start=32.746094, end=32.805990, pitch=74, velocity=71),\n",
       " Note(start=32.901042, end=32.967448, pitch=73, velocity=75),\n",
       " Note(start=33.069010, end=33.105469, pitch=83, velocity=100),\n",
       " Note(start=33.066406, end=33.136719, pitch=71, velocity=78),\n",
       " Note(start=33.229167, end=33.307292, pitch=73, velocity=72),\n",
       " Note(start=33.377604, end=33.446615, pitch=74, velocity=74),\n",
       " Note(start=33.540365, end=33.576823, pitch=37, velocity=84),\n",
       " Note(start=33.540365, end=33.611979, pitch=76, velocity=81),\n",
       " Note(start=33.694010, end=33.768229, pitch=73, velocity=74),\n",
       " Note(start=33.839844, end=33.890625, pitch=71, velocity=70),\n",
       " Note(start=34.016927, end=34.050781, pitch=81, velocity=101),\n",
       " Note(start=34.022135, end=34.078125, pitch=69, velocity=74),\n",
       " Note(start=34.166667, end=34.213542, pitch=71, velocity=73),\n",
       " Note(start=34.316406, end=34.406250, pitch=73, velocity=72),\n",
       " Note(start=34.492188, end=34.528646, pitch=38, velocity=85),\n",
       " Note(start=34.486979, end=34.546875, pitch=71, velocity=76),\n",
       " Note(start=34.639323, end=34.687500, pitch=74, velocity=76),\n",
       " Note(start=34.787760, end=34.845052, pitch=73, velocity=66),\n",
       " Note(start=34.957031, end=34.993490, pitch=40, velocity=65),\n",
       " Note(start=34.950521, end=34.997396, pitch=71, velocity=69),\n",
       " Note(start=35.097656, end=35.179688, pitch=69, velocity=58),\n",
       " Note(start=35.248698, end=35.296875, pitch=68, velocity=61),\n",
       " Note(start=35.440104, end=35.473958, pitch=69, velocity=69),\n",
       " Note(start=35.450521, end=35.490885, pitch=33, velocity=60),\n",
       " Note(start=35.932292, end=35.973958, pitch=81, velocity=92),\n",
       " Note(start=35.957031, end=36.122396, pitch=61, velocity=61),\n",
       " Note(start=36.096354, end=36.213542, pitch=64, velocity=57),\n",
       " Note(start=36.247396, end=36.410156, pitch=69, velocity=50),\n",
       " Note(start=36.428385, end=36.468750, pitch=38, velocity=84),\n",
       " Note(start=36.425781, end=36.585938, pitch=62, velocity=64),\n",
       " Note(start=36.592448, end=36.723958, pitch=66, velocity=59),\n",
       " Note(start=36.759115, end=36.919271, pitch=71, velocity=54),\n",
       " Note(start=36.927083, end=36.972656, pitch=83, velocity=95),\n",
       " Note(start=36.947917, end=37.085938, pitch=62, velocity=63),\n",
       " Note(start=37.093750, end=37.238281, pitch=66, velocity=61),\n",
       " Note(start=37.253906, end=37.377604, pitch=71, velocity=51),\n",
       " Note(start=37.429688, end=37.468750, pitch=37, velocity=83),\n",
       " Note(start=37.436198, end=37.598958, pitch=61, velocity=61),\n",
       " Note(start=37.593750, end=37.710938, pitch=64, velocity=56),\n",
       " Note(start=37.739583, end=37.910156, pitch=69, velocity=50),\n",
       " Note(start=37.928385, end=37.971354, pitch=81, velocity=95),\n",
       " Note(start=37.940104, end=38.136719, pitch=61, velocity=61),\n",
       " Note(start=38.096354, end=38.231771, pitch=64, velocity=60),\n",
       " Note(start=38.252604, end=38.420573, pitch=69, velocity=53),\n",
       " Note(start=38.419271, end=38.471354, pitch=38, velocity=78),\n",
       " Note(start=38.420573, end=38.584635, pitch=62, velocity=64),\n",
       " Note(start=38.579427, end=38.697917, pitch=66, velocity=68),\n",
       " Note(start=38.712240, end=38.888021, pitch=69, velocity=58),\n",
       " Note(start=38.886719, end=38.953125, pitch=40, velocity=69),\n",
       " Note(start=38.901042, end=39.022135, pitch=64, velocity=61),\n",
       " Note(start=39.046875, end=39.154948, pitch=68, velocity=61),\n",
       " Note(start=39.179688, end=39.235677, pitch=71, velocity=54),\n",
       " Note(start=39.411458, end=39.444010, pitch=33, velocity=72),\n",
       " Note(start=39.414062, end=39.462240, pitch=57, velocity=59),\n",
       " Note(start=39.937500, end=40.032552, pitch=72, velocity=66),\n",
       " Note(start=39.992188, end=40.102865, pitch=74, velocity=77),\n",
       " Note(start=40.067708, end=40.239583, pitch=76, velocity=76),\n",
       " Note(start=40.460938, end=40.570312, pitch=76, velocity=72),\n",
       " Note(start=40.526042, end=41.066406, pitch=74, velocity=84),\n",
       " Note(start=40.970052, end=41.096354, pitch=69, velocity=56),\n",
       " Note(start=41.028646, end=41.111979, pitch=72, velocity=85),\n",
       " Note(start=40.886719, end=41.121094, pitch=65, velocity=45),\n",
       " Note(start=41.180990, end=41.256510, pitch=71, velocity=88),\n",
       " Note(start=41.337240, end=41.415365, pitch=69, velocity=87),\n",
       " Note(start=41.552083, end=41.710938, pitch=68, velocity=53),\n",
       " Note(start=41.552083, end=42.058594, pitch=64, velocity=48),\n",
       " Note(start=41.526042, end=42.093750, pitch=71, velocity=78),\n",
       " Note(start=42.063802, end=42.145833, pitch=72, velocity=85),\n",
       " Note(start=42.023438, end=42.151042, pitch=69, velocity=62),\n",
       " Note(start=41.962240, end=42.169271, pitch=65, velocity=55),\n",
       " Note(start=42.205729, end=42.283854, pitch=74, velocity=96),\n",
       " Note(start=42.360677, end=42.427083, pitch=76, velocity=89),\n",
       " Note(start=42.548177, end=42.739583, pitch=71, velocity=80),\n",
       " Note(start=42.572917, end=42.770833, pitch=68, velocity=57),\n",
       " Note(start=42.865885, end=42.929688, pitch=74, velocity=73),\n",
       " Note(start=42.937500, end=42.989583, pitch=72, velocity=72),\n",
       " Note(start=42.575521, end=43.071615, pitch=64, velocity=47),\n",
       " Note(start=43.002604, end=43.088542, pitch=74, velocity=61),\n",
       " Note(start=43.069010, end=43.119792, pitch=69, velocity=62),\n",
       " Note(start=43.071615, end=43.126302, pitch=65, velocity=59),\n",
       " Note(start=43.057292, end=43.127604, pitch=72, velocity=78),\n",
       " Note(start=43.265625, end=43.317708, pitch=71, velocity=70),\n",
       " Note(start=43.401042, end=43.441406, pitch=69, velocity=63),\n",
       " Note(start=43.602865, end=43.634115, pitch=71, velocity=70),\n",
       " Note(start=43.618490, end=43.658854, pitch=68, velocity=51),\n",
       " Note(start=43.613281, end=43.662760, pitch=64, velocity=41),\n",
       " Note(start=44.033854, end=44.101562, pitch=64, velocity=67),\n",
       " Note(start=44.048177, end=44.102865, pitch=49, velocity=51),\n",
       " Note(start=44.130208, end=44.240885, pitch=66, velocity=63),\n",
       " Note(start=44.210938, end=44.266927, pitch=64, velocity=64),\n",
       " Note(start=44.246094, end=44.286458, pitch=57, velocity=58),\n",
       " Note(start=44.307292, end=44.373698, pitch=62, velocity=70),\n",
       " Note(start=44.369792, end=44.490885, pitch=64, velocity=58),\n",
       " Note(start=44.455729, end=44.498698, pitch=50, velocity=51),\n",
       " Note(start=44.453125, end=44.526042, pitch=66, velocity=72),\n",
       " Note(start=44.529948, end=44.628906, pitch=68, velocity=69),\n",
       " Note(start=44.651042, end=44.690104, pitch=59, velocity=56),\n",
       " Note(start=44.617188, end=44.692708, pitch=66, velocity=66),\n",
       " Note(start=44.710938, end=44.817708, pitch=64, velocity=65),\n",
       " Note(start=44.773438, end=44.880208, pitch=66, velocity=60),\n",
       " Note(start=44.843750, end=44.888021, pitch=52, velocity=55),\n",
       " Note(start=44.856771, end=44.933594, pitch=68, velocity=76),\n",
       " Note(start=44.946615, end=45.035156, pitch=69, velocity=67),\n",
       " Note(start=45.050781, end=45.089844, pitch=61, velocity=59),\n",
       " Note(start=45.023438, end=45.093750, pitch=68, velocity=70),\n",
       " Note(start=45.105469, end=45.192708, pitch=66, velocity=72),\n",
       " Note(start=45.196615, end=45.282552, pitch=68, velocity=70),\n",
       " Note(start=45.283854, end=45.330729, pitch=54, velocity=58),\n",
       " Note(start=45.294271, end=45.373698, pitch=69, velocity=74),\n",
       " Note(start=45.393229, end=45.470052, pitch=71, velocity=63),\n",
       " Note(start=45.490885, end=45.526042, pitch=62, velocity=65),\n",
       " Note(start=45.477865, end=45.542969, pitch=69, velocity=66),\n",
       " Note(start=45.544271, end=45.617188, pitch=68, velocity=69),\n",
       " Note(start=45.641927, end=45.721354, pitch=69, velocity=70),\n",
       " Note(start=45.692708, end=45.744792, pitch=56, velocity=60),\n",
       " Note(start=45.722656, end=45.799479, pitch=71, velocity=74),\n",
       " Note(start=45.803385, end=45.923177, pitch=73, velocity=75),\n",
       " Note(start=45.908854, end=45.951823, pitch=64, velocity=69),\n",
       " Note(start=45.899740, end=45.960938, pitch=71, velocity=76),\n",
       " Note(start=45.986979, end=46.054688, pitch=69, velocity=70),\n",
       " Note(start=46.111979, end=46.158854, pitch=57, velocity=67),\n",
       " Note(start=46.042969, end=46.160156, pitch=71, velocity=69),\n",
       " Note(start=46.125000, end=46.209635, pitch=73, velocity=83),\n",
       " Note(start=46.204427, end=46.321615, pitch=74, velocity=72),\n",
       " Note(start=46.326823, end=46.368490, pitch=66, velocity=70),\n",
       " Note(start=46.289062, end=46.385417, pitch=73, velocity=72),\n",
       " Note(start=46.398438, end=46.511719, pitch=71, velocity=71),\n",
       " Note(start=46.528646, end=46.566406, pitch=59, velocity=63),\n",
       " Note(start=46.480469, end=46.579427, pitch=73, velocity=73),\n",
       " Note(start=46.561198, end=46.635417, pitch=74, velocity=88),\n",
       " Note(start=46.639323, end=46.727865, pitch=76, velocity=76),\n",
       " Note(start=46.723958, end=46.761719, pitch=68, velocity=71),\n",
       " Note(start=46.717448, end=46.786458, pitch=74, velocity=78),\n",
       " Note(start=46.787760, end=46.852865, pitch=73, velocity=77),\n",
       " Note(start=46.861979, end=46.938802, pitch=74, velocity=72),\n",
       " Note(start=46.946615, end=46.998698, pitch=61, velocity=73),\n",
       " Note(start=46.925781, end=47.020833, pitch=76, velocity=86),\n",
       " Note(start=47.016927, end=47.132812, pitch=78, velocity=87),\n",
       " Note(start=47.097656, end=47.170573, pitch=76, velocity=79),\n",
       " Note(start=47.136719, end=47.177083, pitch=69, velocity=72),\n",
       " Note(start=47.186198, end=47.281250, pitch=74, velocity=87),\n",
       " Note(start=47.268229, end=47.364583, pitch=76, velocity=76),\n",
       " Note(start=47.330729, end=47.385417, pitch=62, velocity=81),\n",
       " Note(start=47.338542, end=47.408854, pitch=78, velocity=99),\n",
       " Note(start=47.579427, end=47.636719, pitch=64, velocity=80),\n",
       " Note(start=47.579427, end=47.674479, pitch=80, velocity=87),\n",
       " Note(start=47.809896, end=47.880208, pitch=66, velocity=89),\n",
       " Note(start=47.808594, end=47.932292, pitch=81, velocity=83),\n",
       " Note(start=47.908854, end=48.029948, pitch=80, velocity=78),\n",
       " Note(start=48.000000, end=48.161458, pitch=78, velocity=82),\n",
       " Note(start=48.104167, end=48.196615, pitch=76, velocity=79),\n",
       " Note(start=48.208333, end=48.290365, pitch=62, velocity=80),\n",
       " Note(start=48.208333, end=48.325521, pitch=74, velocity=83),\n",
       " Note(start=48.324219, end=48.451823, pitch=73, velocity=83),\n",
       " Note(start=48.430990, end=48.522135, pitch=71, velocity=79),\n",
       " Note(start=48.535156, end=48.688802, pitch=69, velocity=76),\n",
       " Note(start=48.656250, end=48.717448, pitch=64, velocity=63),\n",
       " Note(start=48.645833, end=48.766927, pitch=71, velocity=79),\n",
       " Note(start=48.766927, end=48.894531, pitch=76, velocity=78),\n",
       " Note(start=48.865885, end=49.015625, pitch=74, velocity=81),\n",
       " Note(start=48.977865, end=49.158854, pitch=73, velocity=78),\n",
       " Note(start=49.095052, end=49.182292, pitch=71, velocity=76),\n",
       " Note(start=49.088542, end=49.268229, pitch=52, velocity=59),\n",
       " Note(start=49.199219, end=49.319010, pitch=69, velocity=73),\n",
       " Note(start=49.309896, end=49.466146, pitch=68, velocity=78),\n",
       " Note(start=49.425781, end=49.622396, pitch=66, velocity=83),\n",
       " Note(start=49.601562, end=49.764323, pitch=64, velocity=76),\n",
       " Note(start=49.770833, end=49.854167, pitch=66, velocity=70),\n",
       " Note(start=49.850260, end=49.930990, pitch=64, velocity=67),\n",
       " Note(start=49.928385, end=50.006510, pitch=66, velocity=68),\n",
       " Note(start=49.994792, end=50.074219, pitch=64, velocity=63),\n",
       " Note(start=50.070312, end=50.152344, pitch=66, velocity=68),\n",
       " Note(start=50.145833, end=50.230469, pitch=64, velocity=65),\n",
       " Note(start=50.230469, end=50.319010, pitch=66, velocity=66),\n",
       " Note(start=50.294271, end=50.354167, pitch=57, velocity=69),\n",
       " Note(start=50.303385, end=50.377604, pitch=64, velocity=71),\n",
       " Note(start=50.113281, end=50.408854, pitch=49, velocity=63),\n",
       " Note(start=50.382812, end=50.489583, pitch=62, velocity=76),\n",
       " Note(start=50.449219, end=50.739583, pitch=64, velocity=74),\n",
       " Note(start=50.675781, end=50.792969, pitch=66, velocity=73),\n",
       " Note(start=50.791667, end=50.914062, pitch=68, velocity=65),\n",
       " Note(start=50.886719, end=50.962240, pitch=66, velocity=69),\n",
       " Note(start=50.903646, end=50.964844, pitch=59, velocity=64),\n",
       " Note(start=50.575521, end=50.966146, pitch=50, velocity=73),\n",
       " Note(start=50.973958, end=51.061198, pitch=64, velocity=72),\n",
       " Note(start=51.032552, end=51.149740, pitch=66, velocity=70),\n",
       " Note(start=51.126302, end=51.213542, pitch=68, velocity=79),\n",
       " Note(start=51.222656, end=51.325521, pitch=69, velocity=69),\n",
       " Note(start=51.114583, end=51.369792, pitch=52, velocity=81),\n",
       " Note(start=51.312500, end=51.385417, pitch=68, velocity=75),\n",
       " Note(start=51.348958, end=51.420573, pitch=61, velocity=68),\n",
       " Note(start=51.389323, end=51.484375, pitch=66, velocity=78),\n",
       " Note(start=51.480469, end=51.569010, pitch=68, velocity=79),\n",
       " Note(start=51.575521, end=51.665365, pitch=69, velocity=76),\n",
       " Note(start=51.670573, end=51.760417, pitch=71, velocity=69),\n",
       " Note(start=51.572917, end=51.839844, pitch=54, velocity=78),\n",
       " Note(start=51.800781, end=51.842448, pitch=62, velocity=72),\n",
       " Note(start=51.772135, end=51.843750, pitch=69, velocity=71),\n",
       " Note(start=51.860677, end=51.933594, pitch=68, velocity=73),\n",
       " Note(start=51.954427, end=52.046875, pitch=69, velocity=71),\n",
       " Note(start=52.041667, end=52.132812, pitch=71, velocity=75),\n",
       " Note(start=52.140625, end=52.265625, pitch=73, velocity=72),\n",
       " Note(start=52.264323, end=52.307292, pitch=64, velocity=65),\n",
       " Note(start=52.260417, end=52.313802, pitch=71, velocity=68),\n",
       " Note(start=52.041667, end=52.338542, pitch=56, velocity=72),\n",
       " Note(start=52.345052, end=52.416667, pitch=69, velocity=66),\n",
       " Note(start=52.415365, end=52.539062, pitch=71, velocity=57),\n",
       " Note(start=52.498698, end=52.593750, pitch=73, velocity=73),\n",
       " Note(start=52.597656, end=52.696615, pitch=74, velocity=67),\n",
       " Note(start=52.505208, end=52.712240, pitch=57, velocity=59),\n",
       " Note(start=52.708333, end=52.756510, pitch=66, velocity=58),\n",
       " Note(start=52.682292, end=52.763021, pitch=73, velocity=62),\n",
       " Note(start=52.778646, end=52.860677, pitch=71, velocity=68),\n",
       " Note(start=52.852865, end=52.964844, pitch=73, velocity=59),\n",
       " Note(start=52.947917, end=53.011719, pitch=74, velocity=70),\n",
       " Note(start=52.933594, end=53.075521, pitch=59, velocity=55),\n",
       " Note(start=53.037760, end=53.113281, pitch=76, velocity=58),\n",
       " Note(start=53.111979, end=53.173177, pitch=74, velocity=59),\n",
       " Note(start=53.134115, end=53.182292, pitch=68, velocity=54),\n",
       " Note(start=53.191406, end=53.247396, pitch=73, velocity=60),\n",
       " Note(start=53.282552, end=53.368490, pitch=74, velocity=65),\n",
       " Note(start=53.365885, end=53.424479, pitch=76, velocity=67),\n",
       " Note(start=53.363281, end=53.536458, pitch=61, velocity=56),\n",
       " Note(start=53.440104, end=53.540365, pitch=78, velocity=64),\n",
       " Note(start=53.531250, end=53.582031, pitch=76, velocity=61),\n",
       " Note(start=53.571615, end=53.618490, pitch=69, velocity=52),\n",
       " Note(start=53.622396, end=53.682292, pitch=74, velocity=64),\n",
       " Note(start=53.699219, end=53.804688, pitch=76, velocity=59),\n",
       " Note(start=53.803385, end=53.852865, pitch=62, velocity=58),\n",
       " Note(start=53.782552, end=53.863281, pitch=78, velocity=78),\n",
       " Note(start=54.062500, end=54.121094, pitch=80, velocity=68),\n",
       " Note(start=54.079427, end=54.127604, pitch=64, velocity=53),\n",
       " Note(start=54.338542, end=54.386719, pitch=66, velocity=57),\n",
       " Note(start=54.342448, end=54.441406, pitch=81, velocity=67),\n",
       " Note(start=54.442708, end=54.565104, pitch=80, velocity=66),\n",
       " Note(start=54.557292, end=54.707031, pitch=78, velocity=69),\n",
       " Note(start=54.660156, end=54.742188, pitch=76, velocity=65),\n",
       " Note(start=54.756510, end=54.807292, pitch=62, velocity=62),\n",
       " Note(start=54.765625, end=54.841146, pitch=74, velocity=72),\n",
       " Note(start=54.868490, end=54.979167, pitch=73, velocity=74),\n",
       " Note(start=54.966146, end=55.031250, pitch=71, velocity=63),\n",
       " Note(start=55.029948, end=55.080729, pitch=69, velocity=66),\n",
       " Note(start=55.188802, end=55.238281, pitch=64, velocity=58),\n",
       " Note(start=55.200521, end=55.248698, pitch=69, velocity=66),\n",
       " Note(start=55.276042, end=55.316406, pitch=71, velocity=61),\n",
       " Note(start=55.333333, end=55.406250, pitch=73, velocity=69),\n",
       " Note(start=55.410156, end=55.447917, pitch=71, velocity=69),\n",
       " Note(start=55.484375, end=55.541667, pitch=73, velocity=58),\n",
       " Note(start=55.553385, end=55.597656, pitch=71, velocity=66),\n",
       " Note(start=55.622396, end=55.666667, pitch=52, velocity=49),\n",
       " Note(start=55.615885, end=55.687500, pitch=73, velocity=66),\n",
       " Note(start=55.691406, end=55.747396, pitch=71, velocity=66),\n",
       " Note(start=55.764323, end=55.839844, pitch=73, velocity=58),\n",
       " Note(start=55.838542, end=55.881510, pitch=71, velocity=58),\n",
       " Note(start=55.895833, end=55.953125, pitch=69, velocity=59),\n",
       " Note(start=55.994792, end=56.069010, pitch=71, velocity=59),\n",
       " Note(start=56.084635, end=56.153646, pitch=69, velocity=59),\n",
       " Note(start=56.097656, end=56.174479, pitch=45, velocity=46),\n",
       " Note(start=56.644531, end=56.670573, pitch=81, velocity=86),\n",
       " Note(start=56.644531, end=56.791667, pitch=73, velocity=64),\n",
       " Note(start=56.809896, end=57.027344, pitch=69, velocity=58),\n",
       " Note(start=56.976562, end=57.141927, pitch=64, velocity=55),\n",
       " Note(start=57.127604, end=57.169271, pitch=38, velocity=76),\n",
       " Note(start=57.135417, end=57.281250, pitch=74, velocity=68),\n",
       " Note(start=57.291667, end=57.430990, pitch=69, velocity=59),\n",
       " Note(start=57.643229, end=57.678385, pitch=40, velocity=71),\n",
       " Note(start=57.467448, end=57.684896, pitch=64, velocity=55),\n",
       " Note(start=57.649740, end=57.803385, pitch=71, velocity=61),\n",
       " Note(start=57.813802, end=57.930990, pitch=68, velocity=60),\n",
       " Note(start=57.968750, end=58.113281, pitch=64, velocity=52),\n",
       " Note(start=58.130208, end=58.173177, pitch=33, velocity=63),\n",
       " Note(start=58.135417, end=58.286458, pitch=73, velocity=67),\n",
       " Note(start=58.305990, end=58.414062, pitch=69, velocity=60),\n",
       " Note(start=58.447917, end=58.480469, pitch=64, velocity=48),\n",
       " Note(start=58.640625, end=58.678385, pitch=81, velocity=96),\n",
       " Note(start=58.660156, end=58.864583, pitch=61, velocity=59),\n",
       " Note(start=58.821615, end=58.954427, pitch=64, velocity=60),\n",
       " Note(start=58.954427, end=59.118490, pitch=69, velocity=60),\n",
       " Note(start=59.141927, end=59.186198, pitch=38, velocity=86),\n",
       " Note(start=59.131510, end=59.305990, pitch=62, velocity=67),\n",
       " Note(start=59.302083, end=59.442708, pitch=66, velocity=70),\n",
       " Note(start=59.460938, end=59.626302, pitch=69, velocity=57),\n",
       " Note(start=59.630208, end=59.696615, pitch=40, velocity=74),\n",
       " Note(start=59.643229, end=59.789062, pitch=64, velocity=64),\n",
       " Note(start=59.791667, end=59.907552, pitch=68, velocity=66),\n",
       " Note(start=59.936198, end=59.980469, pitch=71, velocity=54),\n",
       " Note(start=60.157552, end=60.200521, pitch=33, velocity=66),\n",
       " Note(start=60.149740, end=60.246094, pitch=57, velocity=62),\n",
       " Note(start=60.694010, end=60.731771, pitch=81, velocity=98),\n",
       " Note(start=60.688802, end=60.847656, pitch=73, velocity=71),\n",
       " Note(start=60.848958, end=61.052083, pitch=69, velocity=66),\n",
       " Note(start=60.997396, end=61.208333, pitch=64, velocity=64),\n",
       " Note(start=61.175781, end=61.257812, pitch=38, velocity=80),\n",
       " Note(start=61.175781, end=61.359375, pitch=74, velocity=77),\n",
       " Note(start=61.339844, end=61.479167, pitch=69, velocity=61),\n",
       " Note(start=61.494792, end=61.678385, pitch=64, velocity=59),\n",
       " Note(start=61.658854, end=61.716146, pitch=40, velocity=68),\n",
       " Note(start=61.666667, end=61.812500, pitch=71, velocity=65),\n",
       " Note(start=61.819010, end=61.925781, pitch=68, velocity=65),\n",
       " Note(start=61.975260, end=62.087240, pitch=64, velocity=63),\n",
       " Note(start=62.149740, end=62.213542, pitch=33, velocity=58),\n",
       " Note(start=62.134115, end=62.292969, pitch=73, velocity=68),\n",
       " Note(start=62.312500, end=62.472656, pitch=74, velocity=72),\n",
       " Note(start=62.467448, end=62.667969, pitch=76, velocity=70),\n",
       " Note(start=62.640625, end=62.742188, pitch=62, velocity=72),\n",
       " Note(start=62.640625, end=62.812500, pitch=78, velocity=77),\n",
       " Note(start=62.800781, end=62.929688, pitch=76, velocity=76),\n",
       " Note(start=62.945312, end=63.148438, pitch=74, velocity=77),\n",
       " Note(start=63.110677, end=63.246094, pitch=64, velocity=74),\n",
       " Note(start=63.115885, end=63.294271, pitch=73, velocity=77),\n",
       " Note(start=63.282552, end=63.447917, pitch=74, velocity=85),\n",
       " Note(start=63.428385, end=63.589844, pitch=71, velocity=77),\n",
       " Note(start=63.598958, end=63.709635, pitch=52, velocity=77),\n",
       " Note(start=63.597656, end=63.768229, pitch=69, velocity=76),\n",
       " Note(start=63.744792, end=63.910156, pitch=71, velocity=73),\n",
       " Note(start=63.902344, end=64.089844, pitch=68, velocity=75),\n",
       " Note(start=64.069010, end=64.147135, pitch=57, velocity=68),\n",
       " Note(start=64.063802, end=64.266927, pitch=69, velocity=70),\n",
       " Note(start=64.243490, end=64.406250, pitch=68, velocity=70),\n",
       " Note(start=64.390625, end=64.536458, pitch=66, velocity=75),\n",
       " Note(start=64.558594, end=64.661458, pitch=50, velocity=61),\n",
       " Note(start=64.549479, end=64.707031, pitch=64, velocity=69),\n",
       " Note(start=64.705729, end=64.850260, pitch=66, velocity=68),\n",
       " Note(start=64.855469, end=65.040365, pitch=62, velocity=67),\n",
       " Note(start=65.033854, end=65.113281, pitch=52, velocity=62),\n",
       " Note(start=65.028646, end=65.174479, pitch=61, velocity=64),\n",
       " Note(start=65.180990, end=65.324219, pitch=62, velocity=68),\n",
       " Note(start=65.348958, end=65.464844, pitch=59, velocity=63),\n",
       " Note(start=65.520833, end=65.634115, pitch=40, velocity=51),\n",
       " Note(start=65.516927, end=65.662760, pitch=57, velocity=62),\n",
       " Note(start=65.674479, end=65.843750, pitch=59, velocity=63),\n",
       " Note(start=65.822917, end=65.885417, pitch=56, velocity=63),\n",
       " Note(start=66.106771, end=66.217448, pitch=33, velocity=41),\n",
       " Note(start=66.087240, end=66.217448, pitch=57, velocity=60),\n",
       " Note(start=66.740885, end=66.842448, pitch=77, velocity=70),\n",
       " Note(start=66.802083, end=66.908854, pitch=79, velocity=81),\n",
       " Note(start=66.861979, end=67.563802, pitch=81, velocity=91),\n",
       " Note(start=67.485677, end=67.790365, pitch=79, velocity=78),\n",
       " Note(start=67.678385, end=67.881510, pitch=77, velocity=81),\n",
       " Note(start=67.837240, end=67.990885, pitch=76, velocity=83),\n",
       " Note(start=67.983073, end=68.143229, pitch=74, velocity=86),\n",
       " Note(start=68.125000, end=68.272135, pitch=73, velocity=83),\n",
       " Note(start=68.256510, end=68.315104, pitch=74, velocity=81),\n",
       " Note(start=68.438802, end=68.494792, pitch=74, velocity=83),\n",
       " Note(start=68.502604, end=68.558594, pitch=73, velocity=70),\n",
       " Note(start=68.552083, end=68.653646, pitch=74, velocity=67),\n",
       " Note(start=68.615885, end=69.411458, pitch=73, velocity=80),\n",
       " Note(start=68.973958, end=69.417969, pitch=70, velocity=65),\n",
       " Note(start=69.414062, end=69.608073, pitch=69, velocity=61),\n",
       " Note(start=69.601562, end=69.742188, pitch=67, velocity=68),\n",
       " Note(start=69.733073, end=69.779948, pitch=65, velocity=68),\n",
       " Note(start=69.916667, end=70.074219, pitch=67, velocity=70),\n",
       " Note(start=69.881510, end=70.079427, pitch=73, velocity=85),\n",
       " Note(start=70.071615, end=70.208333, pitch=65, velocity=65),\n",
       " Note(start=70.194010, end=70.261719, pitch=64, velocity=69),\n",
       " Note(start=70.393229, end=70.528646, pitch=65, velocity=59),\n",
       " Note(start=70.371094, end=70.606771, pitch=74, velocity=90),\n",
       " Note(start=70.537760, end=70.648438, pitch=64, velocity=60),\n",
       " Note(start=70.622396, end=70.667969, pitch=62, velocity=57),\n",
       " Note(start=70.764323, end=70.908854, pitch=74, velocity=69),\n",
       " Note(start=70.829427, end=70.934896, pitch=76, velocity=74),\n",
       " Note(start=70.907552, end=71.108073, pitch=65, velocity=48),\n",
       " Note(start=70.911458, end=71.132812, pitch=62, velocity=53),\n",
       " Note(start=70.903646, end=71.134115, pitch=69, velocity=50),\n",
       " Note(start=70.895833, end=71.459635, pitch=77, velocity=84),\n",
       " Note(start=71.445312, end=71.554688, pitch=60, velocity=44),\n",
       " Note(start=71.389323, end=71.582031, pitch=76, velocity=73),\n",
       " Note(start=71.430990, end=71.597656, pitch=69, velocity=53),\n",
       " Note(start=71.427083, end=71.627604, pitch=64, velocity=50),\n",
       " Note(start=71.890625, end=72.029948, pitch=76, velocity=67),\n",
       " Note(start=71.858073, end=72.082031, pitch=62, velocity=46),\n",
       " Note(start=71.808594, end=72.101562, pitch=58, velocity=55),\n",
       " Note(start=71.891927, end=72.119792, pitch=64, velocity=42),\n",
       " Note(start=71.937500, end=72.132812, pitch=67, velocity=58),\n",
       " Note(start=71.968750, end=72.153646, pitch=74, velocity=79),\n",
       " Note(start=72.123698, end=72.304688, pitch=73, velocity=73),\n",
       " Note(start=72.295573, end=72.486979, pitch=74, velocity=77),\n",
       " Note(start=72.428385, end=72.667969, pitch=61, velocity=45),\n",
       " Note(start=72.453125, end=72.667969, pitch=64, velocity=45),\n",
       " Note(start=72.485677, end=72.673177, pitch=76, velocity=71),\n",
       " Note(start=72.364583, end=72.678385, pitch=57, velocity=49),\n",
       " Note(start=72.506510, end=72.679688, pitch=67, velocity=46),\n",
       " Note(start=72.953125, end=73.082031, pitch=69, velocity=68),\n",
       " Note(start=72.878906, end=73.089844, pitch=62, velocity=59),\n",
       " Note(start=72.920573, end=73.097656, pitch=65, velocity=66),\n",
       " Note(start=72.976562, end=73.153646, pitch=77, velocity=82),\n",
       " Note(start=73.119792, end=73.307292, pitch=76, velocity=86),\n",
       " Note(start=73.272135, end=73.446615, pitch=77, velocity=88),\n",
       " Note(start=73.356771, end=73.542969, pitch=62, velocity=62),\n",
       " Note(start=73.326823, end=73.549479, pitch=58, velocity=61),\n",
       " Note(start=73.427083, end=73.569010, pitch=67, velocity=63),\n",
       " Note(start=73.380208, end=73.575521, pitch=64, velocity=61),\n",
       " Note(start=73.425781, end=73.613281, pitch=79, velocity=86),\n",
       " Note(start=73.576823, end=73.781250, pitch=77, velocity=82),\n",
       " Note(start=73.738281, end=73.878906, pitch=76, velocity=78),\n",
       " Note(start=73.890625, end=73.950521, pitch=67, velocity=67),\n",
       " Note(start=73.817708, end=73.967448, pitch=57, velocity=53),\n",
       " Note(start=73.847656, end=74.000000, pitch=64, velocity=49),\n",
       " Note(start=73.851562, end=74.010417, pitch=61, velocity=53),\n",
       " Note(start=73.894531, end=74.042969, pitch=74, velocity=85),\n",
       " Note(start=74.040365, end=74.209635, pitch=73, velocity=81),\n",
       " Note(start=74.196615, end=74.424479, pitch=74, velocity=83),\n",
       " Note(start=74.311198, end=74.479167, pitch=57, velocity=60),\n",
       " Note(start=74.359375, end=74.506510, pitch=64, velocity=62),\n",
       " Note(start=74.343750, end=74.507812, pitch=61, velocity=62),\n",
       " Note(start=74.378906, end=74.510417, pitch=67, velocity=72),\n",
       " Note(start=74.391927, end=74.614583, pitch=76, velocity=88),\n",
       " Note(start=74.550781, end=74.716146, pitch=77, velocity=82),\n",
       " Note(start=74.680990, end=74.864583, pitch=79, velocity=88),\n",
       " Note(start=74.850260, end=74.955729, pitch=69, velocity=80),\n",
       " Note(start=74.800781, end=74.979167, pitch=62, velocity=64),\n",
       " Note(start=74.829427, end=74.979167, pitch=65, velocity=67),\n",
       " Note(start=74.848958, end=74.986979, pitch=77, velocity=89),\n",
       " Note(start=74.992188, end=75.166667, pitch=79, velocity=89),\n",
       " Note(start=75.132812, end=75.307292, pitch=81, velocity=92),\n",
       " Note(start=75.240885, end=75.417969, pitch=58, velocity=65),\n",
       " Note(start=75.266927, end=75.427083, pitch=62, velocity=67),\n",
       " Note(start=75.307292, end=75.429688, pitch=67, velocity=81),\n",
       " Note(start=75.292969, end=75.436198, pitch=64, velocity=73),\n",
       " Note(start=75.292969, end=75.483073, pitch=79, velocity=93),\n",
       " Note(start=75.454427, end=75.625000, pitch=77, velocity=80),\n",
       " Note(start=75.597656, end=75.666667, pitch=76, velocity=79),\n",
       " Note(start=75.673177, end=75.847656, pitch=58, velocity=56),\n",
       " Note(start=75.776042, end=75.873698, pitch=67, velocity=80),\n",
       " Note(start=75.759115, end=75.875000, pitch=64, velocity=64),\n",
       " Note(start=75.721354, end=75.878906, pitch=61, velocity=59),\n",
       " Note(start=75.774740, end=75.945312, pitch=74, velocity=84),\n",
       " Note(start=75.924479, end=76.069010, pitch=73, velocity=76),\n",
       " Note(start=76.075521, end=76.255208, pitch=74, velocity=77),\n",
       " Note(start=76.209635, end=76.263021, pitch=57, velocity=80),\n",
       " Note(start=76.221354, end=76.365885, pitch=73, velocity=67),\n",
       " Note(start=76.382812, end=76.567708, pitch=69, velocity=58),\n",
       " Note(start=76.553385, end=76.748698, pitch=76, velocity=62),\n",
       " Note(start=76.717448, end=76.759115, pitch=81, velocity=95),\n",
       " Note(start=76.735677, end=76.861979, pitch=73, velocity=76),\n",
       " Note(start=76.884115, end=77.026042, pitch=69, velocity=66),\n",
       " Note(start=77.033854, end=77.208333, pitch=76, velocity=59),\n",
       " Note(start=77.188802, end=77.248698, pitch=55, velocity=85),\n",
       " Note(start=77.186198, end=77.341146, pitch=70, velocity=63),\n",
       " Note(start=77.356771, end=77.561198, pitch=67, velocity=69),\n",
       " Note(start=77.510417, end=77.703125, pitch=76, velocity=60),\n",
       " Note(start=77.686198, end=77.738281, pitch=82, velocity=99),\n",
       " Note(start=77.694010, end=77.859375, pitch=73, velocity=79),\n",
       " Note(start=77.851562, end=78.010417, pitch=67, velocity=65),\n",
       " Note(start=77.996094, end=78.149740, pitch=76, velocity=68),\n",
       " Note(start=78.156250, end=78.205729, pitch=53, velocity=84),\n",
       " Note(start=78.165365, end=78.339844, pitch=74, velocity=74),\n",
       " Note(start=78.339844, end=78.502604, pitch=69, velocity=66),\n",
       " Note(start=78.480469, end=78.671875, pitch=77, velocity=67),\n",
       " Note(start=78.658854, end=78.699219, pitch=81, velocity=103),\n",
       " Note(start=78.665365, end=78.832031, pitch=74, velocity=79),\n",
       " Note(start=78.817708, end=79.031250, pitch=69, velocity=68),\n",
       " Note(start=78.964844, end=79.115885, pitch=77, velocity=70),\n",
       " Note(start=79.128906, end=79.173177, pitch=52, velocity=86),\n",
       " Note(start=79.119792, end=79.313802, pitch=76, velocity=72),\n",
       " Note(start=79.295573, end=79.488281, pitch=69, velocity=70),\n",
       " Note(start=79.424479, end=79.630208, pitch=79, velocity=78),\n",
       " Note(start=79.611979, end=79.649740, pitch=85, velocity=104),\n",
       " Note(start=79.610677, end=79.785156, pitch=76, velocity=78),\n",
       " Note(start=79.766927, end=79.906250, pitch=69, velocity=71),\n",
       " Note(start=79.897135, end=80.104167, pitch=79, velocity=88),\n",
       " Note(start=80.076823, end=80.108073, pitch=50, velocity=77),\n",
       " Note(start=80.078125, end=80.250000, pitch=77, velocity=87),\n",
       " Note(start=80.235677, end=80.401042, pitch=76, velocity=86),\n",
       " Note(start=80.377604, end=80.598958, pitch=74, velocity=86),\n",
       " Note(start=80.546875, end=80.613281, pitch=81, velocity=100),\n",
       " Note(start=80.566406, end=80.776042, pitch=62, velocity=66),\n",
       " Note(start=80.700521, end=80.854167, pitch=65, velocity=72),\n",
       " Note(start=80.856771, end=81.070312, pitch=69, velocity=68),\n",
       " Note(start=81.045573, end=81.110677, pitch=46, velocity=92),\n",
       " Note(start=81.054688, end=81.243490, pitch=58, velocity=64),\n",
       " Note(start=81.234375, end=81.388021, pitch=62, velocity=63),\n",
       " Note(start=81.385417, end=81.524740, pitch=69, velocity=64),\n",
       " Note(start=81.546875, end=81.618490, pitch=79, velocity=95),\n",
       " Note(start=81.554688, end=81.694010, pitch=58, velocity=61),\n",
       " Note(start=81.703125, end=81.848958, pitch=62, velocity=65),\n",
       " Note(start=81.859375, end=82.053385, pitch=67, velocity=61),\n",
       " Note(start=82.045573, end=82.098958, pitch=45, velocity=88),\n",
       " Note(start=82.046875, end=82.191406, pitch=57, velocity=53),\n",
       " Note(start=82.220052, end=82.347656, pitch=62, velocity=57),\n",
       " Note(start=82.373698, end=82.579427, pitch=65, velocity=59),\n",
       " Note(start=82.548177, end=82.617188, pitch=77, velocity=88),\n",
       " Note(start=82.544271, end=82.661458, pitch=57, velocity=53),\n",
       " Note(start=82.683594, end=82.786458, pitch=62, velocity=61),\n",
       " Note(start=82.839844, end=83.020833, pitch=65, velocity=60),\n",
       " Note(start=83.028646, end=83.079427, pitch=43, velocity=81),\n",
       " Note(start=83.027344, end=83.197917, pitch=55, velocity=52),\n",
       " Note(start=83.213542, end=83.326823, pitch=61, velocity=54),\n",
       " Note(start=83.371094, end=83.569010, pitch=64, velocity=59),\n",
       " Note(start=83.535156, end=83.608073, pitch=76, velocity=77),\n",
       " Note(start=83.549479, end=83.682292, pitch=55, velocity=53),\n",
       " Note(start=83.709635, end=83.802083, pitch=61, velocity=55),\n",
       " Note(start=83.841146, end=84.044271, pitch=64, velocity=58),\n",
       " Note(start=84.020833, end=84.065104, pitch=41, velocity=69),\n",
       " Note(start=84.035156, end=84.191406, pitch=53, velocity=56),\n",
       " Note(start=84.192708, end=84.328125, pitch=57, velocity=52),\n",
       " Note(start=84.364583, end=84.549479, pitch=64, velocity=49),\n",
       " Note(start=84.544271, end=84.613281, pitch=74, velocity=75),\n",
       " Note(start=84.552083, end=84.673177, pitch=53, velocity=49),\n",
       " Note(start=84.697917, end=84.799479, pitch=57, velocity=53),\n",
       " Note(start=84.854167, end=85.045573, pitch=62, velocity=55),\n",
       " Note(start=85.042969, end=85.088542, pitch=40, velocity=63),\n",
       " Note(start=85.044271, end=85.191406, pitch=52, velocity=48),\n",
       " Note(start=85.210938, end=85.355469, pitch=55, velocity=52),\n",
       " Note(start=85.381510, end=85.576823, pitch=62, velocity=54),\n",
       " Note(start=85.585938, end=85.667969, pitch=73, velocity=72),\n",
       " Note(start=85.584635, end=85.688802, pitch=52, velocity=48),\n",
       " Note(start=85.731771, end=85.867188, pitch=55, velocity=48),\n",
       " Note(start=85.895833, end=85.945312, pitch=61, velocity=58),\n",
       " Note(start=86.257812, end=86.312500, pitch=38, velocity=56),\n",
       " Note(start=86.235677, end=86.328125, pitch=50, velocity=45),\n",
       " Note(start=86.977865, end=87.076823, pitch=77, velocity=75),\n",
       " Note(start=87.053385, end=87.143229, pitch=79, velocity=82),\n",
       " Note(start=87.088542, end=87.733073, pitch=81, velocity=86),\n",
       " Note(start=87.666667, end=87.946615, pitch=79, velocity=81),\n",
       " Note(start=87.856771, end=88.059896, pitch=77, velocity=88),\n",
       " Note(start=88.010417, end=88.209635, pitch=76, velocity=89),\n",
       " Note(start=88.190104, end=88.407552, pitch=74, velocity=88),\n",
       " Note(start=88.053385, end=88.459635, pitch=58, velocity=52),\n",
       " Note(start=88.200521, end=88.479167, pitch=67, velocity=75),\n",
       " Note(start=88.111979, end=88.500000, pitch=62, velocity=55),\n",
       " Note(start=88.145833, end=88.502604, pitch=64, velocity=58),\n",
       " Note(start=88.368490, end=88.546875, pitch=73, velocity=87),\n",
       " Note(start=88.522135, end=88.585938, pitch=74, velocity=92),\n",
       " Note(start=88.839844, end=88.908854, pitch=74, velocity=76),\n",
       " Note(start=88.907552, end=88.977865, pitch=73, velocity=75),\n",
       " Note(start=88.975260, end=89.084635, pitch=74, velocity=71),\n",
       " Note(start=89.048177, end=89.300781, pitch=73, velocity=73),\n",
       " Note(start=88.769531, end=89.789062, pitch=57, velocity=50),\n",
       " Note(start=89.733073, end=89.817708, pitch=78, velocity=58),\n",
       " Note(start=88.855469, end=89.821615, pitch=67, velocity=57),\n",
       " Note(start=88.832031, end=89.830729, pitch=64, velocity=50),\n",
       " Note(start=88.813802, end=89.873698, pitch=61, velocity=50),\n",
       " Note(start=89.781250, end=89.885417, pitch=79, velocity=73),\n",
       " Note(start=89.855469, end=90.558594, pitch=81, velocity=69),\n",
       " Note(start=90.429688, end=90.657552, pitch=78, velocity=56),\n",
       " Note(start=90.618490, end=90.753906, pitch=76, velocity=60),\n",
       " Note(start=90.789062, end=90.996094, pitch=74, velocity=61),\n",
       " Note(start=90.829427, end=91.091146, pitch=50, velocity=28),\n",
       " Note(start=90.845052, end=91.115885, pitch=54, velocity=36),\n",
       " Note(start=90.878906, end=91.128906, pitch=57, velocity=35),\n",
       " Note(start=90.973958, end=91.171875, pitch=72, velocity=59),\n",
       " Note(start=90.941406, end=91.217448, pitch=60, velocity=42),\n",
       " Note(start=90.937500, end=91.218750, pitch=62, velocity=50),\n",
       " Note(start=91.153646, end=91.309896, pitch=70, velocity=61),\n",
       " Note(start=91.304688, end=91.352865, pitch=69, velocity=59),\n",
       " Note(start=91.545573, end=91.602865, pitch=72, velocity=66),\n",
       " Note(start=91.623698, end=91.671875, pitch=70, velocity=65),\n",
       " Note(start=91.697917, end=91.772135, pitch=72, velocity=59),\n",
       " Note(start=91.760417, end=91.920573, pitch=70, velocity=66),\n",
       " Note(start=91.553385, end=92.134115, pitch=58, velocity=46),\n",
       " Note(start=91.613281, end=92.152344, pitch=62, velocity=48),\n",
       " Note(start=91.500000, end=92.182292, pitch=55, velocity=44),\n",
       " Note(start=92.294271, end=92.369792, pitch=76, velocity=72),\n",
       " Note(start=92.330729, end=92.432292, pitch=77, velocity=83),\n",
       " Note(start=92.385417, end=92.962240, pitch=79, velocity=89),\n",
       " Note(start=92.898438, end=93.075521, pitch=76, velocity=67),\n",
       " Note(start=93.076823, end=93.160156, pitch=74, velocity=77),\n",
       " Note(start=93.229167, end=93.270833, pitch=72, velocity=69),\n",
       " Note(start=93.382812, end=93.417969, pitch=72, velocity=69),\n",
       " Note(start=93.412760, end=93.479167, pitch=70, velocity=78),\n",
       " Note(start=93.412760, end=93.515625, pitch=67, velocity=55),\n",
       " Note(start=93.598958, end=93.658854, pitch=69, velocity=64),\n",
       " Note(start=93.743490, end=93.789062, pitch=70, velocity=65),\n",
       " Note(start=93.407552, end=93.898438, pitch=62, velocity=64),\n",
       " Note(start=93.914062, end=93.970052, pitch=69, velocity=64),\n",
       " Note(start=93.910156, end=94.015625, pitch=67, velocity=56),\n",
       " Note(start=94.079427, end=94.121094, pitch=70, velocity=68),\n",
       " Note(start=94.213542, end=94.292969, pitch=69, velocity=69),\n",
       " Note(start=93.906250, end=94.386719, pitch=61, velocity=60),\n",
       " Note(start=94.364583, end=94.438802, pitch=72, velocity=84),\n",
       " Note(start=94.403646, end=94.475260, pitch=70, velocity=82),\n",
       " Note(start=94.394531, end=94.494792, pitch=67, velocity=71),\n",
       " Note(start=94.585938, end=94.662760, pitch=69, velocity=69),\n",
       " Note(start=94.726562, end=94.799479, pitch=70, velocity=75),\n",
       " Note(start=94.388021, end=94.929688, pitch=62, velocity=76),\n",
       " Note(start=94.899740, end=94.972656, pitch=69, velocity=72),\n",
       " Note(start=94.904948, end=95.023438, pitch=67, velocity=59),\n",
       " Note(start=95.044271, end=95.089844, pitch=70, velocity=72),\n",
       " Note(start=95.177083, end=95.214844, pitch=69, velocity=62),\n",
       " Note(start=94.908854, end=95.328125, pitch=61, velocity=56),\n",
       " Note(start=95.309896, end=95.364583, pitch=72, velocity=75),\n",
       " Note(start=95.365885, end=95.423177, pitch=70, velocity=73),\n",
       " Note(start=95.352865, end=95.450521, pitch=67, velocity=56),\n",
       " Note(start=95.449219, end=95.520833, pitch=72, velocity=57),\n",
       " Note(start=95.511719, end=95.587240, pitch=70, velocity=73),\n",
       " Note(start=95.606771, end=95.692708, pitch=69, velocity=65),\n",
       " Note(start=95.684896, end=95.769531, pitch=70, velocity=65),\n",
       " Note(start=95.343750, end=95.865885, pitch=62, velocity=62),\n",
       " Note(start=95.825521, end=95.895833, pitch=69, velocity=74),\n",
       " Note(start=95.834635, end=95.970052, pitch=61, velocity=58),\n",
       " Note(start=95.832031, end=95.975260, pitch=67, velocity=60),\n",
       " Note(start=95.984375, end=96.032552, pitch=71, velocity=79),\n",
       " Note(start=96.119792, end=96.191406, pitch=73, velocity=84),\n",
       " Note(start=96.283854, end=96.350260, pitch=76, velocity=84),\n",
       " Note(start=96.304688, end=96.378906, pitch=74, velocity=90),\n",
       " Note(start=96.251302, end=96.515625, pitch=62, velocity=54),\n",
       " Note(start=96.212240, end=96.524740, pitch=58, velocity=50),\n",
       " Note(start=96.464844, end=96.539062, pitch=73, velocity=87),\n",
       " Note(start=96.292969, end=96.553385, pitch=67, velocity=75),\n",
       " Note(start=96.285156, end=96.555990, pitch=64, velocity=66),\n",
       " Note(start=96.610677, end=96.679688, pitch=74, velocity=85),\n",
       " Note(start=96.769531, end=96.843750, pitch=73, velocity=79),\n",
       " Note(start=96.781250, end=96.942708, pitch=57, velocity=52),\n",
       " Note(start=96.781250, end=96.980469, pitch=67, velocity=56),\n",
       " Note(start=96.792969, end=96.984375, pitch=64, velocity=45),\n",
       " Note(start=96.783854, end=96.986979, pitch=61, velocity=51),\n",
       " Note(start=96.930990, end=96.986979, pitch=74, velocity=78),\n",
       " Note(start=97.070312, end=97.115885, pitch=73, velocity=74),\n",
       " Note(start=97.188802, end=97.246094, pitch=76, velocity=73),\n",
       " Note(start=97.251302, end=97.329427, pitch=74, velocity=71),\n",
       " Note(start=97.208333, end=97.398438, pitch=62, velocity=47),\n",
       " Note(start=97.333333, end=97.399740, pitch=76, velocity=68),\n",
       " Note(start=97.195312, end=97.438802, pitch=58, velocity=47),\n",
       " Note(start=97.238281, end=97.441406, pitch=64, velocity=42),\n",
       " Note(start=97.233073, end=97.441406, pitch=67, velocity=54),\n",
       " Note(start=97.403646, end=97.468750, pitch=74, velocity=66),\n",
       " Note(start=97.475260, end=97.545573, pitch=73, velocity=70),\n",
       " Note(start=97.548177, end=97.658854, pitch=74, velocity=69),\n",
       " Note(start=97.658854, end=97.755208, pitch=73, velocity=66),\n",
       " Note(start=97.707031, end=97.863281, pitch=64, velocity=46),\n",
       " Note(start=97.703125, end=97.863281, pitch=67, velocity=54),\n",
       " Note(start=97.696615, end=97.867188, pitch=61, velocity=50),\n",
       " Note(start=97.707031, end=97.873698, pitch=57, velocity=41),\n",
       " Note(start=97.837240, end=97.910156, pitch=74, velocity=72),\n",
       " Note(start=97.972656, end=98.033854, pitch=76, velocity=78),\n",
       " Note(start=98.113281, end=98.184896, pitch=79, velocity=78),\n",
       " Note(start=98.148438, end=98.234375, pitch=77, velocity=72),\n",
       " Note(start=98.145833, end=98.272135, pitch=65, velocity=50),\n",
       " Note(start=98.140625, end=98.273438, pitch=62, velocity=53),\n",
       " Note(start=98.151042, end=98.308594, pitch=69, velocity=44),\n",
       " Note(start=98.300781, end=98.372396, pitch=76, velocity=87),\n",
       " Note(start=98.447917, end=98.515625, pitch=77, velocity=90),\n",
       " Note(start=98.600260, end=98.671875, pitch=76, velocity=87),\n",
       " Note(start=98.602865, end=98.709635, pitch=67, velocity=53),\n",
       " Note(start=98.605469, end=98.721354, pitch=69, velocity=55),\n",
       " Note(start=98.753906, end=98.813802, pitch=77, velocity=84),\n",
       " Note(start=98.882812, end=98.937500, pitch=76, velocity=83),\n",
       " Note(start=98.618490, end=98.980469, pitch=64, velocity=55),\n",
       " Note(start=98.631510, end=99.027344, pitch=61, velocity=51),\n",
       " Note(start=99.013021, end=99.082031, pitch=79, velocity=83),\n",
       " ...]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mid.instruments[0].notes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "74"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mid.instruments[0].notes[0].pitch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "pitch = set()\n",
    "for i in range(len(mid.instruments[0].notes)):\n",
    "    pitch.add(mid.instruments[0].notes[i].pitch)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{33, 37, 38, 40, 41, 43, 45, 46, 49, 50, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86}\n"
     ]
    }
   ],
   "source": [
    "print(pitch)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'Note' object has no attribute 'duration'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_31890/228963490.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mmid\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minstruments\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mnotes\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mduration\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m: 'Note' object has no attribute 'duration'"
     ]
    }
   ],
   "source": [
    "mid.instruments[0].notes[0].duration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Note(start=1.023438, end=1.085938, pitch=74, velocity=92),\n",
       " Note(start=2.031250, end=2.095052, pitch=57, velocity=79),\n",
       " Note(start=2.533854, end=2.576823, pitch=62, velocity=86),\n",
       " Note(start=1.545573, end=2.598958, pitch=81, velocity=93),\n",
       " Note(start=3.024740, end=3.471354, pitch=74, velocity=82),\n",
       " Note(start=3.015625, end=3.529948, pitch=78, velocity=97),\n",
       " Note(start=3.518229, end=3.562500, pitch=73, velocity=73),\n",
       " Note(start=3.527344, end=3.576823, pitch=76, velocity=79),\n",
       " Note(start=3.661458, end=3.700521, pitch=71, velocity=78),\n",
       " Note(start=3.666667, end=3.714844, pitch=74, velocity=72),\n",
       " Note(start=3.796875, end=3.828125, pitch=69, velocity=76),\n",
       " Note(start=3.785156, end=3.856771, pitch=73, velocity=79),\n",
       " Note(start=3.928385, end=3.966146, pitch=67, velocity=78),\n",
       " Note(start=3.927083, end=3.984375, pitch=71, velocity=83),\n",
       " Note(start=4.063802, end=4.098958, pitch=66, velocity=76),\n",
       " Note(start=4.062500, end=4.113281, pitch=69, velocity=77),\n",
       " Note(start=4.195312, end=4.243490, pitch=64, velocity=73),\n",
       " Note(start=4.195312, end=4.272135, pitch=67, velocity=72),\n",
       " Note(start=4.358073, end=4.385417, pitch=62, velocity=80),\n",
       " Note(start=4.358073, end=4.394531, pitch=66, velocity=85),\n",
       " Note(start=4.846354, end=5.286458, pitch=78, velocity=81),\n",
       " Note(start=4.837240, end=5.302083, pitch=81, velocity=96),\n",
       " Note(start=5.338542, end=5.373698, pitch=76, velocity=70),\n",
       " Note(start=5.319010, end=5.395833, pitch=79, velocity=84),\n",
       " Note(start=5.470052, end=5.514323, pitch=74, velocity=81),\n",
       " Note(start=5.460938, end=5.539062, pitch=78, velocity=89),\n",
       " Note(start=5.600260, end=5.661458, pitch=76, velocity=92),\n",
       " Note(start=5.601562, end=5.666667, pitch=73, velocity=83),\n",
       " Note(start=5.739583, end=5.789062, pitch=71, velocity=79),\n",
       " Note(start=5.729167, end=5.802083, pitch=74, velocity=89),\n",
       " Note(start=5.872396, end=5.904948, pitch=69, velocity=81),\n",
       " Note(start=5.864583, end=5.941406, pitch=73, velocity=90),\n",
       " Note(start=5.996094, end=6.035156, pitch=67, velocity=79),\n",
       " Note(start=6.002604, end=6.059896, pitch=71, velocity=88),\n",
       " Note(start=6.151042, end=6.188802, pitch=66, velocity=80),\n",
       " Note(start=6.158854, end=6.216146, pitch=69, velocity=82),\n",
       " Note(start=6.627604, end=6.704427, pitch=66, velocity=61),\n",
       " Note(start=6.598958, end=6.778646, pitch=86, velocity=87),\n",
       " Note(start=6.748698, end=6.861979, pitch=81, velocity=90),\n",
       " Note(start=6.869792, end=7.053385, pitch=74, velocity=92),\n",
       " Note(start=7.055990, end=7.149740, pitch=78, velocity=75),\n",
       " Note(start=7.053385, end=7.178385, pitch=67, velocity=60),\n",
       " Note(start=7.154948, end=7.229167, pitch=76, velocity=74),\n",
       " Note(start=7.240885, end=7.317708, pitch=78, velocity=74),\n",
       " Note(start=7.313802, end=7.377604, pitch=76, velocity=71),\n",
       " Note(start=7.381510, end=7.457031, pitch=78, velocity=72),\n",
       " Note(start=7.451823, end=7.516927, pitch=76, velocity=71),\n",
       " Note(start=7.546875, end=7.589844, pitch=69, velocity=62),\n",
       " Note(start=7.520833, end=7.596354, pitch=78, velocity=70),\n",
       " Note(start=7.593750, end=7.662760, pitch=76, velocity=67),\n",
       " Note(start=7.673177, end=7.748698, pitch=78, velocity=72),\n",
       " Note(start=7.748698, end=7.813802, pitch=76, velocity=68),\n",
       " Note(start=7.822917, end=7.907552, pitch=74, velocity=71),\n",
       " Note(start=7.911458, end=8.032552, pitch=76, velocity=70),\n",
       " Note(start=8.039062, end=8.180990, pitch=78, velocity=70),\n",
       " Note(start=8.039062, end=8.197917, pitch=62, velocity=46),\n",
       " Note(start=8.537760, end=8.575521, pitch=62, velocity=67),\n",
       " Note(start=8.539062, end=8.674479, pitch=81, velocity=73),\n",
       " Note(start=8.680990, end=8.763021, pitch=74, velocity=68),\n",
       " Note(start=8.805990, end=8.960938, pitch=69, velocity=59),\n",
       " Note(start=8.951823, end=8.990885, pitch=55, velocity=61),\n",
       " Note(start=8.957031, end=9.029948, pitch=71, velocity=66),\n",
       " Note(start=9.046875, end=9.141927, pitch=73, velocity=68),\n",
       " Note(start=9.143229, end=9.179688, pitch=71, velocity=65),\n",
       " Note(start=9.164062, end=9.203125, pitch=64, velocity=59),\n",
       " Note(start=9.233073, end=9.292969, pitch=69, velocity=68),\n",
       " Note(start=9.300781, end=9.402344, pitch=71, velocity=62),\n",
       " Note(start=9.371094, end=9.410156, pitch=57, velocity=61),\n",
       " Note(start=9.375000, end=9.451823, pitch=73, velocity=73),\n",
       " Note(start=9.458333, end=9.550781, pitch=74, velocity=68),\n",
       " Note(start=9.533854, end=9.614583, pitch=73, velocity=67),\n",
       " Note(start=9.582031, end=9.621094, pitch=66, velocity=59),\n",
       " Note(start=9.635417, end=9.709635, pitch=71, velocity=68),\n",
       " Note(start=9.699219, end=9.804688, pitch=73, velocity=59),\n",
       " Note(start=9.773438, end=9.809896, pitch=59, velocity=65),\n",
       " Note(start=9.777344, end=9.842448, pitch=74, velocity=80),\n",
       " Note(start=9.861979, end=9.942708, pitch=76, velocity=67),\n",
       " Note(start=9.940104, end=10.001302, pitch=74, velocity=71),\n",
       " Note(start=9.976562, end=10.013021, pitch=67, velocity=61),\n",
       " Note(start=10.016927, end=10.079427, pitch=73, velocity=75),\n",
       " Note(start=10.104167, end=10.179688, pitch=74, velocity=69),\n",
       " Note(start=10.175781, end=10.216146, pitch=61, velocity=61),\n",
       " Note(start=10.167969, end=10.255208, pitch=76, velocity=80),\n",
       " Note(start=10.261719, end=10.382812, pitch=78, velocity=77),\n",
       " Note(start=10.348958, end=10.410156, pitch=76, velocity=74),\n",
       " Note(start=10.385417, end=10.417969, pitch=69, velocity=66),\n",
       " Note(start=10.438802, end=10.518229, pitch=74, velocity=79),\n",
       " Note(start=10.509115, end=10.617188, pitch=76, velocity=73),\n",
       " Note(start=10.589844, end=10.631510, pitch=62, velocity=66),\n",
       " Note(start=10.596354, end=10.670573, pitch=78, velocity=86),\n",
       " Note(start=10.662760, end=10.766927, pitch=79, velocity=73),\n",
       " Note(start=10.743490, end=10.820312, pitch=78, velocity=72),\n",
       " Note(start=10.800781, end=10.834635, pitch=71, velocity=61),\n",
       " Note(start=10.833333, end=10.912760, pitch=76, velocity=75),\n",
       " Note(start=10.904948, end=11.001302, pitch=78, velocity=79),\n",
       " Note(start=10.997396, end=11.037760, pitch=64, velocity=67),\n",
       " Note(start=10.990885, end=11.054688, pitch=79, velocity=86),\n",
       " Note(start=11.052083, end=11.156250, pitch=81, velocity=77),\n",
       " Note(start=11.139323, end=11.214844, pitch=79, velocity=78),\n",
       " Note(start=11.186198, end=11.234375, pitch=73, velocity=71),\n",
       " Note(start=11.218750, end=11.298177, pitch=78, velocity=80),\n",
       " Note(start=11.308594, end=11.402344, pitch=79, velocity=78),\n",
       " Note(start=11.389323, end=11.457031, pitch=66, velocity=77),\n",
       " Note(start=11.388021, end=11.471354, pitch=81, velocity=89),\n",
       " Note(start=11.472656, end=11.583333, pitch=83, velocity=79),\n",
       " Note(start=11.563802, end=11.631510, pitch=81, velocity=85),\n",
       " Note(start=11.587240, end=11.639323, pitch=74, velocity=82),\n",
       " Note(start=11.643229, end=11.722656, pitch=79, velocity=81),\n",
       " Note(start=11.712240, end=11.803385, pitch=81, velocity=85),\n",
       " Note(start=11.787760, end=11.822917, pitch=83, velocity=87),\n",
       " Note(start=11.769531, end=11.828125, pitch=67, velocity=83),\n",
       " Note(start=12.019531, end=12.083333, pitch=69, velocity=79),\n",
       " Note(start=12.022135, end=12.115885, pitch=85, velocity=87),\n",
       " Note(start=12.242188, end=12.304688, pitch=71, velocity=89),\n",
       " Note(start=12.239583, end=12.385417, pitch=86, velocity=87),\n",
       " Note(start=12.345052, end=12.484375, pitch=85, velocity=82),\n",
       " Note(start=12.446615, end=12.588542, pitch=83, velocity=79),\n",
       " Note(start=12.549479, end=12.649740, pitch=81, velocity=89),\n",
       " Note(start=12.651042, end=12.710938, pitch=67, velocity=81),\n",
       " Note(start=12.657552, end=12.768229, pitch=79, velocity=87),\n",
       " Note(start=12.717448, end=12.778646, pitch=69, velocity=16),\n",
       " Note(start=12.757812, end=12.877604, pitch=78, velocity=87),\n",
       " Note(start=12.854167, end=12.954427, pitch=76, velocity=84),\n",
       " Note(start=12.959635, end=13.100260, pitch=74, velocity=88),\n",
       " Note(start=13.048177, end=13.145833, pitch=69, velocity=71),\n",
       " Note(start=13.070312, end=13.197917, pitch=76, velocity=85),\n",
       " Note(start=13.183594, end=13.332031, pitch=81, velocity=86),\n",
       " Note(start=13.292969, end=13.427083, pitch=79, velocity=81),\n",
       " Note(start=13.391927, end=13.550781, pitch=78, velocity=79),\n",
       " Note(start=13.507812, end=13.587240, pitch=76, velocity=74),\n",
       " Note(start=13.507812, end=13.660156, pitch=57, velocity=59),\n",
       " Note(start=13.604167, end=13.717448, pitch=74, velocity=74),\n",
       " Note(start=13.703125, end=13.861979, pitch=73, velocity=78),\n",
       " Note(start=13.819010, end=14.029948, pitch=71, velocity=79),\n",
       " Note(start=14.001302, end=14.164062, pitch=69, velocity=79),\n",
       " Note(start=14.179688, end=14.269531, pitch=71, velocity=65),\n",
       " Note(start=14.274740, end=14.337240, pitch=69, velocity=68),\n",
       " Note(start=14.347656, end=14.423177, pitch=71, velocity=61),\n",
       " Note(start=14.419271, end=14.489583, pitch=69, velocity=60),\n",
       " Note(start=14.485677, end=14.563802, pitch=71, velocity=64),\n",
       " Note(start=14.561198, end=14.630208, pitch=69, velocity=61),\n",
       " Note(start=14.630208, end=14.716146, pitch=71, velocity=65),\n",
       " Note(start=14.673177, end=14.734375, pitch=62, velocity=70),\n",
       " Note(start=14.489583, end=14.773438, pitch=54, velocity=57),\n",
       " Note(start=14.705729, end=14.774740, pitch=69, velocity=69),\n",
       " Note(start=14.777344, end=14.875000, pitch=67, velocity=79),\n",
       " Note(start=14.847656, end=15.126302, pitch=69, velocity=73),\n",
       " Note(start=15.084635, end=15.170573, pitch=71, velocity=71),\n",
       " Note(start=15.179688, end=15.299479, pitch=73, velocity=69),\n",
       " Note(start=15.283854, end=15.338542, pitch=71, velocity=67),\n",
       " Note(start=15.285156, end=15.348958, pitch=64, velocity=64),\n",
       " Note(start=14.959635, end=15.355469, pitch=55, velocity=75),\n",
       " Note(start=15.364583, end=15.446615, pitch=69, velocity=71),\n",
       " Note(start=15.417969, end=15.566406, pitch=71, velocity=70),\n",
       " Note(start=15.520833, end=15.621094, pitch=73, velocity=79),\n",
       " Note(start=15.625000, end=15.726562, pitch=74, velocity=70),\n",
       " Note(start=15.707031, end=15.789062, pitch=73, velocity=73),\n",
       " Note(start=15.506510, end=15.790365, pitch=57, velocity=82),\n",
       " Note(start=15.731771, end=15.802083, pitch=66, velocity=69),\n",
       " Note(start=15.799479, end=15.884115, pitch=71, velocity=74),\n",
       " Note(start=15.860677, end=15.986979, pitch=73, velocity=68),\n",
       " Note(start=15.950521, end=16.031250, pitch=74, velocity=79),\n",
       " Note(start=16.039062, end=16.143229, pitch=76, velocity=74),\n",
       " Note(start=15.955729, end=16.162760, pitch=59, velocity=82),\n",
       " Note(start=16.134115, end=16.205729, pitch=74, velocity=73),\n",
       " Note(start=16.169271, end=16.209635, pitch=67, velocity=67),\n",
       " Note(start=16.205729, end=16.287760, pitch=73, velocity=74),\n",
       " Note(start=16.305990, end=16.408854, pitch=74, velocity=70),\n",
       " Note(start=16.401042, end=16.476562, pitch=76, velocity=76),\n",
       " Note(start=16.485677, end=16.596354, pitch=78, velocity=75),\n",
       " Note(start=16.597656, end=16.644531, pitch=76, velocity=70),\n",
       " Note(start=16.404948, end=16.651042, pitch=61, velocity=66),\n",
       " Note(start=16.608073, end=16.660156, pitch=69, velocity=60),\n",
       " Note(start=16.683594, end=16.750000, pitch=74, velocity=72),\n",
       " Note(start=16.760417, end=16.878906, pitch=76, velocity=62),\n",
       " Note(start=16.847656, end=16.929688, pitch=78, velocity=73),\n",
       " Note(start=16.863281, end=17.035156, pitch=62, velocity=57),\n",
       " Note(start=16.946615, end=17.037760, pitch=79, velocity=63),\n",
       " Note(start=17.053385, end=17.102865, pitch=71, velocity=61),\n",
       " Note(start=17.027344, end=17.105469, pitch=78, velocity=67),\n",
       " Note(start=17.122396, end=17.190104, pitch=76, velocity=64),\n",
       " Note(start=17.188802, end=17.298177, pitch=78, velocity=61),\n",
       " Note(start=17.285156, end=17.341146, pitch=79, velocity=72),\n",
       " Note(start=17.367188, end=17.449219, pitch=81, velocity=64),\n",
       " Note(start=17.300781, end=17.459635, pitch=64, velocity=51),\n",
       " Note(start=17.455729, end=17.509115, pitch=79, velocity=65),\n",
       " Note(start=17.484375, end=17.524740, pitch=73, velocity=55),\n",
       " Note(start=17.528646, end=17.571615, pitch=78, velocity=64),\n",
       " Note(start=17.618490, end=17.695312, pitch=79, velocity=75),\n",
       " Note(start=17.699219, end=17.769531, pitch=81, velocity=75),\n",
       " Note(start=17.705729, end=17.854167, pitch=66, velocity=56),\n",
       " Note(start=17.787760, end=17.872396, pitch=83, velocity=68),\n",
       " Note(start=17.872396, end=17.914062, pitch=81, velocity=71),\n",
       " Note(start=17.906250, end=17.945312, pitch=74, velocity=63),\n",
       " Note(start=17.947917, end=18.013021, pitch=79, velocity=71),\n",
       " Note(start=18.022135, end=18.105469, pitch=81, velocity=67),\n",
       " Note(start=18.089844, end=18.125000, pitch=83, velocity=81),\n",
       " Note(start=18.113281, end=18.153646, pitch=67, velocity=56),\n",
       " Note(start=18.371094, end=18.411458, pitch=69, velocity=60),\n",
       " Note(start=18.361979, end=18.411458, pitch=85, velocity=76),\n",
       " Note(start=18.602865, end=18.635417, pitch=71, velocity=66),\n",
       " Note(start=18.600260, end=18.726562, pitch=86, velocity=74),\n",
       " Note(start=18.700521, end=18.826823, pitch=85, velocity=74),\n",
       " Note(start=18.809896, end=18.917969, pitch=83, velocity=72),\n",
       " Note(start=18.910156, end=18.983073, pitch=81, velocity=77),\n",
       " Note(start=19.007812, end=19.050781, pitch=67, velocity=60),\n",
       " Note(start=19.019531, end=19.097656, pitch=79, velocity=73),\n",
       " Note(start=19.117188, end=19.235677, pitch=78, velocity=73),\n",
       " Note(start=19.208333, end=19.268229, pitch=76, velocity=64),\n",
       " Note(start=19.290365, end=19.334635, pitch=74, velocity=72),\n",
       " Note(start=19.433594, end=19.471354, pitch=69, velocity=58),\n",
       " Note(start=19.447917, end=19.496094, pitch=78, velocity=74),\n",
       " Note(start=19.514323, end=19.561198, pitch=76, velocity=68),\n",
       " Note(start=19.582031, end=19.649740, pitch=78, velocity=71),\n",
       " Note(start=19.662760, end=19.700521, pitch=76, velocity=62),\n",
       " Note(start=19.718750, end=19.786458, pitch=78, velocity=65),\n",
       " Note(start=19.790365, end=19.841146, pitch=76, velocity=68),\n",
       " Note(start=19.845052, end=19.886719, pitch=57, velocity=53),\n",
       " Note(start=19.861979, end=19.932292, pitch=78, velocity=69),\n",
       " Note(start=19.944010, end=19.988281, pitch=76, velocity=61),\n",
       " Note(start=20.003906, end=20.076823, pitch=78, velocity=70),\n",
       " Note(start=20.085938, end=20.128906, pitch=76, velocity=67),\n",
       " Note(start=20.158854, end=20.203125, pitch=74, velocity=56),\n",
       " Note(start=20.250000, end=20.339844, pitch=76, velocity=56),\n",
       " Note(start=20.333333, end=20.417969, pitch=74, velocity=61),\n",
       " Note(start=20.346354, end=20.437500, pitch=50, velocity=37),\n",
       " Note(start=20.923177, end=21.154948, pitch=82, velocity=72),\n",
       " Note(start=20.928385, end=21.554688, pitch=79, velocity=62),\n",
       " Note(start=21.496094, end=21.632812, pitch=77, velocity=57),\n",
       " Note(start=21.477865, end=21.938802, pitch=81, velocity=68),\n",
       " Note(start=21.938802, end=22.016927, pitch=70, velocity=76),\n",
       " Note(start=21.932292, end=22.022135, pitch=79, velocity=76),\n",
       " Note(start=22.087240, end=22.149740, pitch=69, velocity=71),\n",
       " Note(start=22.235677, end=22.303385, pitch=67, velocity=74),\n",
       " Note(start=21.942708, end=22.403646, pitch=73, velocity=70),\n",
       " Note(start=22.385417, end=22.446615, pitch=65, velocity=80),\n",
       " Note(start=22.408854, end=22.467448, pitch=77, velocity=64),\n",
       " Note(start=21.942708, end=22.471354, pitch=76, velocity=69),\n",
       " Note(start=22.404948, end=22.477865, pitch=81, velocity=73),\n",
       " Note(start=22.421875, end=22.494792, pitch=74, velocity=63),\n",
       " Note(start=22.537760, end=22.569010, pitch=64, velocity=73),\n",
       " Note(start=22.688802, end=22.725260, pitch=62, velocity=66),\n",
       " Note(start=22.842448, end=22.911458, pitch=64, velocity=75),\n",
       " Note(start=22.907552, end=22.972656, pitch=62, velocity=68),\n",
       " Note(start=22.855469, end=23.013021, pitch=82, velocity=82),\n",
       " Note(start=22.973958, end=23.052083, pitch=64, velocity=62),\n",
       " Note(start=23.037760, end=23.108073, pitch=62, velocity=56),\n",
       " Note(start=23.108073, end=23.196615, pitch=64, velocity=58),\n",
       " Note(start=23.177083, end=23.398438, pitch=62, velocity=59),\n",
       " Note(start=22.856771, end=23.412760, pitch=79, velocity=81),\n",
       " Note(start=23.363281, end=23.483073, pitch=77, velocity=66),\n",
       " Note(start=23.354167, end=23.822917, pitch=81, velocity=74),\n",
       " Note(start=23.813802, end=23.884115, pitch=79, velocity=78),\n",
       " Note(start=23.816406, end=23.891927, pitch=70, velocity=82),\n",
       " Note(start=23.963542, end=24.032552, pitch=69, velocity=77),\n",
       " Note(start=24.098958, end=24.162760, pitch=67, velocity=78),\n",
       " Note(start=23.817708, end=24.196615, pitch=76, velocity=73),\n",
       " Note(start=23.821615, end=24.204427, pitch=73, velocity=76),\n",
       " Note(start=24.255208, end=24.321615, pitch=65, velocity=85),\n",
       " Note(start=24.266927, end=24.338542, pitch=77, velocity=70),\n",
       " Note(start=24.269531, end=24.354167, pitch=74, velocity=66),\n",
       " Note(start=24.260417, end=24.367188, pitch=81, velocity=73),\n",
       " Note(start=24.398438, end=24.445312, pitch=64, velocity=79),\n",
       " Note(start=24.524740, end=24.569010, pitch=62, velocity=79),\n",
       " Note(start=24.696615, end=24.759115, pitch=64, velocity=79),\n",
       " Note(start=24.766927, end=24.821615, pitch=62, velocity=67),\n",
       " Note(start=24.833333, end=24.908854, pitch=64, velocity=68),\n",
       " Note(start=24.713542, end=24.947917, pitch=81, velocity=84),\n",
       " Note(start=24.903646, end=24.972656, pitch=62, velocity=69),\n",
       " Note(start=24.971354, end=25.063802, pitch=64, velocity=62),\n",
       " Note(start=25.046875, end=25.221354, pitch=62, velocity=62),\n",
       " Note(start=24.712240, end=25.242188, pitch=84, velocity=83),\n",
       " Note(start=25.213542, end=25.375000, pitch=79, velocity=68),\n",
       " Note(start=25.209635, end=25.394531, pitch=82, velocity=74),\n",
       " Note(start=25.656250, end=25.731771, pitch=72, velocity=86),\n",
       " Note(start=25.669271, end=25.864583, pitch=81, velocity=81),\n",
       " Note(start=25.671875, end=25.880208, pitch=75, velocity=80),\n",
       " Note(start=25.675781, end=25.882812, pitch=78, velocity=69),\n",
       " Note(start=25.808594, end=25.884115, pitch=70, velocity=86),\n",
       " Note(start=25.953125, end=26.015625, pitch=69, velocity=86),\n",
       " Note(start=26.104167, end=26.174479, pitch=70, velocity=87),\n",
       " Note(start=26.119792, end=26.194010, pitch=74, velocity=75),\n",
       " Note(start=26.122396, end=26.234375, pitch=79, velocity=73),\n",
       " Note(start=26.119792, end=26.236979, pitch=82, velocity=82),\n",
       " Note(start=26.255208, end=26.315104, pitch=69, velocity=85),\n",
       " Note(start=26.385417, end=26.429688, pitch=67, velocity=81),\n",
       " Note(start=26.569010, end=26.623698, pitch=69, velocity=77),\n",
       " Note(start=26.631510, end=26.703125, pitch=67, velocity=75),\n",
       " Note(start=26.579427, end=26.765625, pitch=81, velocity=83),\n",
       " Note(start=26.708333, end=26.781250, pitch=69, velocity=69),\n",
       " Note(start=26.776042, end=26.846354, pitch=67, velocity=64),\n",
       " Note(start=26.841146, end=26.928385, pitch=69, velocity=63),\n",
       " Note(start=26.580729, end=27.089844, pitch=84, velocity=83),\n",
       " Note(start=26.914062, end=27.130208, pitch=67, velocity=63),\n",
       " Note(start=27.074219, end=27.229167, pitch=79, velocity=63),\n",
       " Note(start=27.076823, end=27.266927, pitch=82, velocity=73),\n",
       " Note(start=27.540365, end=27.621094, pitch=72, velocity=91),\n",
       " Note(start=27.549479, end=27.695312, pitch=81, velocity=74),\n",
       " Note(start=27.550781, end=27.712240, pitch=78, velocity=70),\n",
       " Note(start=27.545573, end=27.725260, pitch=75, velocity=76),\n",
       " Note(start=27.690104, end=27.764323, pitch=70, velocity=88),\n",
       " Note(start=27.833333, end=27.893229, pitch=69, velocity=87),\n",
       " Note(start=27.979167, end=28.033854, pitch=74, velocity=73),\n",
       " Note(start=27.977865, end=28.054688, pitch=70, velocity=93),\n",
       " Note(start=27.985677, end=28.065104, pitch=79, velocity=69),\n",
       " Note(start=27.986979, end=28.069010, pitch=82, velocity=82),\n",
       " Note(start=28.130208, end=28.187500, pitch=69, velocity=87),\n",
       " Note(start=28.255208, end=28.315104, pitch=67, velocity=89),\n",
       " Note(start=28.428385, end=28.497396, pitch=69, velocity=78),\n",
       " Note(start=28.496094, end=28.554688, pitch=67, velocity=76),\n",
       " Note(start=28.433594, end=28.623698, pitch=86, velocity=86),\n",
       " Note(start=28.567708, end=28.644531, pitch=69, velocity=63),\n",
       " Note(start=28.639323, end=28.709635, pitch=67, velocity=71),\n",
       " Note(start=28.705729, end=28.795573, pitch=69, velocity=64),\n",
       " Note(start=28.434896, end=28.949219, pitch=83, velocity=81),\n",
       " Note(start=28.786458, end=28.963542, pitch=67, velocity=66),\n",
       " Note(start=28.937500, end=29.061198, pitch=81, velocity=70),\n",
       " Note(start=29.378906, end=29.458333, pitch=74, velocity=87),\n",
       " Note(start=28.924479, end=29.490885, pitch=84, velocity=74),\n",
       " Note(start=29.402344, end=29.500000, pitch=77, velocity=75),\n",
       " Note(start=29.404948, end=29.514323, pitch=83, velocity=75),\n",
       " Note(start=29.399740, end=29.537760, pitch=80, velocity=70),\n",
       " Note(start=29.536458, end=29.605469, pitch=72, velocity=91),\n",
       " Note(start=29.674479, end=29.742188, pitch=71, velocity=87),\n",
       " Note(start=29.825521, end=29.897135, pitch=76, velocity=73),\n",
       " Note(start=29.830729, end=29.901042, pitch=72, velocity=95),\n",
       " Note(start=29.824219, end=29.916667, pitch=84, velocity=83),\n",
       " Note(start=29.826823, end=29.925781, pitch=81, velocity=73),\n",
       " Note(start=29.975260, end=30.059896, pitch=71, velocity=85),\n",
       " Note(start=30.078125, end=30.132812, pitch=69, velocity=82),\n",
       " Note(start=30.265625, end=30.326823, pitch=71, velocity=76),\n",
       " Note(start=30.325521, end=30.389323, pitch=69, velocity=76),\n",
       " Note(start=30.265625, end=30.468750, pitch=86, velocity=84),\n",
       " Note(start=30.398438, end=30.472656, pitch=71, velocity=66),\n",
       " Note(start=30.463542, end=30.536458, pitch=69, velocity=70),\n",
       " Note(start=30.539062, end=30.619792, pitch=71, velocity=62),\n",
       " Note(start=30.270833, end=30.752604, pitch=83, velocity=80),\n",
       " Note(start=30.601562, end=30.774740, pitch=69, velocity=63),\n",
       " Note(start=30.756510, end=30.869792, pitch=81, velocity=71),\n",
       " Note(start=31.195312, end=31.281250, pitch=74, velocity=78),\n",
       " Note(start=30.753906, end=31.289062, pitch=84, velocity=72),\n",
       " Note(start=31.217448, end=31.322917, pitch=77, velocity=63),\n",
       " Note(start=31.216146, end=31.325521, pitch=83, velocity=65),\n",
       " Note(start=31.213542, end=31.345052, pitch=80, velocity=62),\n",
       " Note(start=31.358073, end=31.441406, pitch=72, velocity=73),\n",
       " Note(start=31.479167, end=31.537760, pitch=71, velocity=78),\n",
       " Note(start=31.648438, end=31.701823, pitch=76, velocity=72),\n",
       " Note(start=31.644531, end=31.718750, pitch=84, velocity=76),\n",
       " Note(start=31.647135, end=31.722656, pitch=72, velocity=81),\n",
       " Note(start=31.648438, end=31.730469, pitch=81, velocity=69),\n",
       " Note(start=31.802083, end=31.916667, pitch=71, velocity=76),\n",
       " Note(start=31.914062, end=31.950521, pitch=69, velocity=68),\n",
       " Note(start=32.070312, end=32.108073, pitch=71, velocity=72),\n",
       " Note(start=32.088542, end=32.134115, pitch=85, velocity=77),\n",
       " Note(start=32.126302, end=32.169271, pitch=69, velocity=59),\n",
       " Note(start=32.207031, end=32.272135, pitch=71, velocity=66),\n",
       " Note(start=32.277344, end=32.312500, pitch=69, velocity=65),\n",
       " Note(start=32.580729, end=32.615885, pitch=38, velocity=83),\n",
       " Note(start=32.584635, end=32.664062, pitch=78, velocity=77),\n",
       " Note(start=32.746094, end=32.805990, pitch=74, velocity=71),\n",
       " Note(start=32.901042, end=32.967448, pitch=73, velocity=75),\n",
       " Note(start=33.069010, end=33.105469, pitch=83, velocity=100),\n",
       " Note(start=33.066406, end=33.136719, pitch=71, velocity=78),\n",
       " Note(start=33.229167, end=33.307292, pitch=73, velocity=72),\n",
       " Note(start=33.377604, end=33.446615, pitch=74, velocity=74),\n",
       " Note(start=33.540365, end=33.576823, pitch=37, velocity=84),\n",
       " Note(start=33.540365, end=33.611979, pitch=76, velocity=81),\n",
       " Note(start=33.694010, end=33.768229, pitch=73, velocity=74),\n",
       " Note(start=33.839844, end=33.890625, pitch=71, velocity=70),\n",
       " Note(start=34.016927, end=34.050781, pitch=81, velocity=101),\n",
       " Note(start=34.022135, end=34.078125, pitch=69, velocity=74),\n",
       " Note(start=34.166667, end=34.213542, pitch=71, velocity=73),\n",
       " Note(start=34.316406, end=34.406250, pitch=73, velocity=72),\n",
       " Note(start=34.492188, end=34.528646, pitch=38, velocity=85),\n",
       " Note(start=34.486979, end=34.546875, pitch=71, velocity=76),\n",
       " Note(start=34.639323, end=34.687500, pitch=74, velocity=76),\n",
       " Note(start=34.787760, end=34.845052, pitch=73, velocity=66),\n",
       " Note(start=34.957031, end=34.993490, pitch=40, velocity=65),\n",
       " Note(start=34.950521, end=34.997396, pitch=71, velocity=69),\n",
       " Note(start=35.097656, end=35.179688, pitch=69, velocity=58),\n",
       " Note(start=35.248698, end=35.296875, pitch=68, velocity=61),\n",
       " Note(start=35.440104, end=35.473958, pitch=69, velocity=69),\n",
       " Note(start=35.450521, end=35.490885, pitch=33, velocity=60),\n",
       " Note(start=35.932292, end=35.973958, pitch=81, velocity=92),\n",
       " Note(start=35.957031, end=36.122396, pitch=61, velocity=61),\n",
       " Note(start=36.096354, end=36.213542, pitch=64, velocity=57),\n",
       " Note(start=36.247396, end=36.410156, pitch=69, velocity=50),\n",
       " Note(start=36.428385, end=36.468750, pitch=38, velocity=84),\n",
       " Note(start=36.425781, end=36.585938, pitch=62, velocity=64),\n",
       " Note(start=36.592448, end=36.723958, pitch=66, velocity=59),\n",
       " Note(start=36.759115, end=36.919271, pitch=71, velocity=54),\n",
       " Note(start=36.927083, end=36.972656, pitch=83, velocity=95),\n",
       " Note(start=36.947917, end=37.085938, pitch=62, velocity=63),\n",
       " Note(start=37.093750, end=37.238281, pitch=66, velocity=61),\n",
       " Note(start=37.253906, end=37.377604, pitch=71, velocity=51),\n",
       " Note(start=37.429688, end=37.468750, pitch=37, velocity=83),\n",
       " Note(start=37.436198, end=37.598958, pitch=61, velocity=61),\n",
       " Note(start=37.593750, end=37.710938, pitch=64, velocity=56),\n",
       " Note(start=37.739583, end=37.910156, pitch=69, velocity=50),\n",
       " Note(start=37.928385, end=37.971354, pitch=81, velocity=95),\n",
       " Note(start=37.940104, end=38.136719, pitch=61, velocity=61),\n",
       " Note(start=38.096354, end=38.231771, pitch=64, velocity=60),\n",
       " Note(start=38.252604, end=38.420573, pitch=69, velocity=53),\n",
       " Note(start=38.419271, end=38.471354, pitch=38, velocity=78),\n",
       " Note(start=38.420573, end=38.584635, pitch=62, velocity=64),\n",
       " Note(start=38.579427, end=38.697917, pitch=66, velocity=68),\n",
       " Note(start=38.712240, end=38.888021, pitch=69, velocity=58),\n",
       " Note(start=38.886719, end=38.953125, pitch=40, velocity=69),\n",
       " Note(start=38.901042, end=39.022135, pitch=64, velocity=61),\n",
       " Note(start=39.046875, end=39.154948, pitch=68, velocity=61),\n",
       " Note(start=39.179688, end=39.235677, pitch=71, velocity=54),\n",
       " Note(start=39.411458, end=39.444010, pitch=33, velocity=72),\n",
       " Note(start=39.414062, end=39.462240, pitch=57, velocity=59),\n",
       " Note(start=39.937500, end=40.032552, pitch=72, velocity=66),\n",
       " Note(start=39.992188, end=40.102865, pitch=74, velocity=77),\n",
       " Note(start=40.067708, end=40.239583, pitch=76, velocity=76),\n",
       " Note(start=40.460938, end=40.570312, pitch=76, velocity=72),\n",
       " Note(start=40.526042, end=41.066406, pitch=74, velocity=84),\n",
       " Note(start=40.970052, end=41.096354, pitch=69, velocity=56),\n",
       " Note(start=41.028646, end=41.111979, pitch=72, velocity=85),\n",
       " Note(start=40.886719, end=41.121094, pitch=65, velocity=45),\n",
       " Note(start=41.180990, end=41.256510, pitch=71, velocity=88),\n",
       " Note(start=41.337240, end=41.415365, pitch=69, velocity=87),\n",
       " Note(start=41.552083, end=41.710938, pitch=68, velocity=53),\n",
       " Note(start=41.552083, end=42.058594, pitch=64, velocity=48),\n",
       " Note(start=41.526042, end=42.093750, pitch=71, velocity=78),\n",
       " Note(start=42.063802, end=42.145833, pitch=72, velocity=85),\n",
       " Note(start=42.023438, end=42.151042, pitch=69, velocity=62),\n",
       " Note(start=41.962240, end=42.169271, pitch=65, velocity=55),\n",
       " Note(start=42.205729, end=42.283854, pitch=74, velocity=96),\n",
       " Note(start=42.360677, end=42.427083, pitch=76, velocity=89),\n",
       " Note(start=42.548177, end=42.739583, pitch=71, velocity=80),\n",
       " Note(start=42.572917, end=42.770833, pitch=68, velocity=57),\n",
       " Note(start=42.865885, end=42.929688, pitch=74, velocity=73),\n",
       " Note(start=42.937500, end=42.989583, pitch=72, velocity=72),\n",
       " Note(start=42.575521, end=43.071615, pitch=64, velocity=47),\n",
       " Note(start=43.002604, end=43.088542, pitch=74, velocity=61),\n",
       " Note(start=43.069010, end=43.119792, pitch=69, velocity=62),\n",
       " Note(start=43.071615, end=43.126302, pitch=65, velocity=59),\n",
       " Note(start=43.057292, end=43.127604, pitch=72, velocity=78),\n",
       " Note(start=43.265625, end=43.317708, pitch=71, velocity=70),\n",
       " Note(start=43.401042, end=43.441406, pitch=69, velocity=63),\n",
       " Note(start=43.602865, end=43.634115, pitch=71, velocity=70),\n",
       " Note(start=43.618490, end=43.658854, pitch=68, velocity=51),\n",
       " Note(start=43.613281, end=43.662760, pitch=64, velocity=41),\n",
       " Note(start=44.033854, end=44.101562, pitch=64, velocity=67),\n",
       " Note(start=44.048177, end=44.102865, pitch=49, velocity=51),\n",
       " Note(start=44.130208, end=44.240885, pitch=66, velocity=63),\n",
       " Note(start=44.210938, end=44.266927, pitch=64, velocity=64),\n",
       " Note(start=44.246094, end=44.286458, pitch=57, velocity=58),\n",
       " Note(start=44.307292, end=44.373698, pitch=62, velocity=70),\n",
       " Note(start=44.369792, end=44.490885, pitch=64, velocity=58),\n",
       " Note(start=44.455729, end=44.498698, pitch=50, velocity=51),\n",
       " Note(start=44.453125, end=44.526042, pitch=66, velocity=72),\n",
       " Note(start=44.529948, end=44.628906, pitch=68, velocity=69),\n",
       " Note(start=44.651042, end=44.690104, pitch=59, velocity=56),\n",
       " Note(start=44.617188, end=44.692708, pitch=66, velocity=66),\n",
       " Note(start=44.710938, end=44.817708, pitch=64, velocity=65),\n",
       " Note(start=44.773438, end=44.880208, pitch=66, velocity=60),\n",
       " Note(start=44.843750, end=44.888021, pitch=52, velocity=55),\n",
       " Note(start=44.856771, end=44.933594, pitch=68, velocity=76),\n",
       " Note(start=44.946615, end=45.035156, pitch=69, velocity=67),\n",
       " Note(start=45.050781, end=45.089844, pitch=61, velocity=59),\n",
       " Note(start=45.023438, end=45.093750, pitch=68, velocity=70),\n",
       " Note(start=45.105469, end=45.192708, pitch=66, velocity=72),\n",
       " Note(start=45.196615, end=45.282552, pitch=68, velocity=70),\n",
       " Note(start=45.283854, end=45.330729, pitch=54, velocity=58),\n",
       " Note(start=45.294271, end=45.373698, pitch=69, velocity=74),\n",
       " Note(start=45.393229, end=45.470052, pitch=71, velocity=63),\n",
       " Note(start=45.490885, end=45.526042, pitch=62, velocity=65),\n",
       " Note(start=45.477865, end=45.542969, pitch=69, velocity=66),\n",
       " Note(start=45.544271, end=45.617188, pitch=68, velocity=69),\n",
       " Note(start=45.641927, end=45.721354, pitch=69, velocity=70),\n",
       " Note(start=45.692708, end=45.744792, pitch=56, velocity=60),\n",
       " Note(start=45.722656, end=45.799479, pitch=71, velocity=74),\n",
       " Note(start=45.803385, end=45.923177, pitch=73, velocity=75),\n",
       " Note(start=45.908854, end=45.951823, pitch=64, velocity=69),\n",
       " Note(start=45.899740, end=45.960938, pitch=71, velocity=76),\n",
       " Note(start=45.986979, end=46.054688, pitch=69, velocity=70),\n",
       " Note(start=46.111979, end=46.158854, pitch=57, velocity=67),\n",
       " Note(start=46.042969, end=46.160156, pitch=71, velocity=69),\n",
       " Note(start=46.125000, end=46.209635, pitch=73, velocity=83),\n",
       " Note(start=46.204427, end=46.321615, pitch=74, velocity=72),\n",
       " Note(start=46.326823, end=46.368490, pitch=66, velocity=70),\n",
       " Note(start=46.289062, end=46.385417, pitch=73, velocity=72),\n",
       " Note(start=46.398438, end=46.511719, pitch=71, velocity=71),\n",
       " Note(start=46.528646, end=46.566406, pitch=59, velocity=63),\n",
       " Note(start=46.480469, end=46.579427, pitch=73, velocity=73),\n",
       " Note(start=46.561198, end=46.635417, pitch=74, velocity=88),\n",
       " Note(start=46.639323, end=46.727865, pitch=76, velocity=76),\n",
       " Note(start=46.723958, end=46.761719, pitch=68, velocity=71),\n",
       " Note(start=46.717448, end=46.786458, pitch=74, velocity=78),\n",
       " Note(start=46.787760, end=46.852865, pitch=73, velocity=77),\n",
       " Note(start=46.861979, end=46.938802, pitch=74, velocity=72),\n",
       " Note(start=46.946615, end=46.998698, pitch=61, velocity=73),\n",
       " Note(start=46.925781, end=47.020833, pitch=76, velocity=86),\n",
       " Note(start=47.016927, end=47.132812, pitch=78, velocity=87),\n",
       " Note(start=47.097656, end=47.170573, pitch=76, velocity=79),\n",
       " Note(start=47.136719, end=47.177083, pitch=69, velocity=72),\n",
       " Note(start=47.186198, end=47.281250, pitch=74, velocity=87),\n",
       " Note(start=47.268229, end=47.364583, pitch=76, velocity=76),\n",
       " Note(start=47.330729, end=47.385417, pitch=62, velocity=81),\n",
       " Note(start=47.338542, end=47.408854, pitch=78, velocity=99),\n",
       " Note(start=47.579427, end=47.636719, pitch=64, velocity=80),\n",
       " Note(start=47.579427, end=47.674479, pitch=80, velocity=87),\n",
       " Note(start=47.809896, end=47.880208, pitch=66, velocity=89),\n",
       " Note(start=47.808594, end=47.932292, pitch=81, velocity=83),\n",
       " Note(start=47.908854, end=48.029948, pitch=80, velocity=78),\n",
       " Note(start=48.000000, end=48.161458, pitch=78, velocity=82),\n",
       " Note(start=48.104167, end=48.196615, pitch=76, velocity=79),\n",
       " Note(start=48.208333, end=48.290365, pitch=62, velocity=80),\n",
       " Note(start=48.208333, end=48.325521, pitch=74, velocity=83),\n",
       " Note(start=48.324219, end=48.451823, pitch=73, velocity=83),\n",
       " Note(start=48.430990, end=48.522135, pitch=71, velocity=79),\n",
       " Note(start=48.535156, end=48.688802, pitch=69, velocity=76),\n",
       " Note(start=48.656250, end=48.717448, pitch=64, velocity=63),\n",
       " Note(start=48.645833, end=48.766927, pitch=71, velocity=79),\n",
       " Note(start=48.766927, end=48.894531, pitch=76, velocity=78),\n",
       " Note(start=48.865885, end=49.015625, pitch=74, velocity=81),\n",
       " Note(start=48.977865, end=49.158854, pitch=73, velocity=78),\n",
       " Note(start=49.095052, end=49.182292, pitch=71, velocity=76),\n",
       " Note(start=49.088542, end=49.268229, pitch=52, velocity=59),\n",
       " Note(start=49.199219, end=49.319010, pitch=69, velocity=73),\n",
       " Note(start=49.309896, end=49.466146, pitch=68, velocity=78),\n",
       " Note(start=49.425781, end=49.622396, pitch=66, velocity=83),\n",
       " Note(start=49.601562, end=49.764323, pitch=64, velocity=76),\n",
       " Note(start=49.770833, end=49.854167, pitch=66, velocity=70),\n",
       " Note(start=49.850260, end=49.930990, pitch=64, velocity=67),\n",
       " Note(start=49.928385, end=50.006510, pitch=66, velocity=68),\n",
       " Note(start=49.994792, end=50.074219, pitch=64, velocity=63),\n",
       " Note(start=50.070312, end=50.152344, pitch=66, velocity=68),\n",
       " Note(start=50.145833, end=50.230469, pitch=64, velocity=65),\n",
       " Note(start=50.230469, end=50.319010, pitch=66, velocity=66),\n",
       " Note(start=50.294271, end=50.354167, pitch=57, velocity=69),\n",
       " Note(start=50.303385, end=50.377604, pitch=64, velocity=71),\n",
       " Note(start=50.113281, end=50.408854, pitch=49, velocity=63),\n",
       " Note(start=50.382812, end=50.489583, pitch=62, velocity=76),\n",
       " Note(start=50.449219, end=50.739583, pitch=64, velocity=74),\n",
       " Note(start=50.675781, end=50.792969, pitch=66, velocity=73),\n",
       " Note(start=50.791667, end=50.914062, pitch=68, velocity=65),\n",
       " Note(start=50.886719, end=50.962240, pitch=66, velocity=69),\n",
       " Note(start=50.903646, end=50.964844, pitch=59, velocity=64),\n",
       " Note(start=50.575521, end=50.966146, pitch=50, velocity=73),\n",
       " Note(start=50.973958, end=51.061198, pitch=64, velocity=72),\n",
       " Note(start=51.032552, end=51.149740, pitch=66, velocity=70),\n",
       " Note(start=51.126302, end=51.213542, pitch=68, velocity=79),\n",
       " Note(start=51.222656, end=51.325521, pitch=69, velocity=69),\n",
       " Note(start=51.114583, end=51.369792, pitch=52, velocity=81),\n",
       " Note(start=51.312500, end=51.385417, pitch=68, velocity=75),\n",
       " Note(start=51.348958, end=51.420573, pitch=61, velocity=68),\n",
       " Note(start=51.389323, end=51.484375, pitch=66, velocity=78),\n",
       " Note(start=51.480469, end=51.569010, pitch=68, velocity=79),\n",
       " Note(start=51.575521, end=51.665365, pitch=69, velocity=76),\n",
       " Note(start=51.670573, end=51.760417, pitch=71, velocity=69),\n",
       " Note(start=51.572917, end=51.839844, pitch=54, velocity=78),\n",
       " Note(start=51.800781, end=51.842448, pitch=62, velocity=72),\n",
       " Note(start=51.772135, end=51.843750, pitch=69, velocity=71),\n",
       " Note(start=51.860677, end=51.933594, pitch=68, velocity=73),\n",
       " Note(start=51.954427, end=52.046875, pitch=69, velocity=71),\n",
       " Note(start=52.041667, end=52.132812, pitch=71, velocity=75),\n",
       " Note(start=52.140625, end=52.265625, pitch=73, velocity=72),\n",
       " Note(start=52.264323, end=52.307292, pitch=64, velocity=65),\n",
       " Note(start=52.260417, end=52.313802, pitch=71, velocity=68),\n",
       " Note(start=52.041667, end=52.338542, pitch=56, velocity=72),\n",
       " Note(start=52.345052, end=52.416667, pitch=69, velocity=66),\n",
       " Note(start=52.415365, end=52.539062, pitch=71, velocity=57),\n",
       " Note(start=52.498698, end=52.593750, pitch=73, velocity=73),\n",
       " Note(start=52.597656, end=52.696615, pitch=74, velocity=67),\n",
       " Note(start=52.505208, end=52.712240, pitch=57, velocity=59),\n",
       " Note(start=52.708333, end=52.756510, pitch=66, velocity=58),\n",
       " Note(start=52.682292, end=52.763021, pitch=73, velocity=62),\n",
       " Note(start=52.778646, end=52.860677, pitch=71, velocity=68),\n",
       " Note(start=52.852865, end=52.964844, pitch=73, velocity=59),\n",
       " Note(start=52.947917, end=53.011719, pitch=74, velocity=70),\n",
       " Note(start=52.933594, end=53.075521, pitch=59, velocity=55),\n",
       " Note(start=53.037760, end=53.113281, pitch=76, velocity=58),\n",
       " Note(start=53.111979, end=53.173177, pitch=74, velocity=59),\n",
       " Note(start=53.134115, end=53.182292, pitch=68, velocity=54),\n",
       " Note(start=53.191406, end=53.247396, pitch=73, velocity=60),\n",
       " Note(start=53.282552, end=53.368490, pitch=74, velocity=65),\n",
       " Note(start=53.365885, end=53.424479, pitch=76, velocity=67),\n",
       " Note(start=53.363281, end=53.536458, pitch=61, velocity=56),\n",
       " Note(start=53.440104, end=53.540365, pitch=78, velocity=64),\n",
       " Note(start=53.531250, end=53.582031, pitch=76, velocity=61),\n",
       " Note(start=53.571615, end=53.618490, pitch=69, velocity=52),\n",
       " Note(start=53.622396, end=53.682292, pitch=74, velocity=64),\n",
       " Note(start=53.699219, end=53.804688, pitch=76, velocity=59),\n",
       " Note(start=53.803385, end=53.852865, pitch=62, velocity=58),\n",
       " Note(start=53.782552, end=53.863281, pitch=78, velocity=78),\n",
       " Note(start=54.062500, end=54.121094, pitch=80, velocity=68),\n",
       " Note(start=54.079427, end=54.127604, pitch=64, velocity=53),\n",
       " Note(start=54.338542, end=54.386719, pitch=66, velocity=57),\n",
       " Note(start=54.342448, end=54.441406, pitch=81, velocity=67),\n",
       " Note(start=54.442708, end=54.565104, pitch=80, velocity=66),\n",
       " Note(start=54.557292, end=54.707031, pitch=78, velocity=69),\n",
       " Note(start=54.660156, end=54.742188, pitch=76, velocity=65),\n",
       " Note(start=54.756510, end=54.807292, pitch=62, velocity=62),\n",
       " Note(start=54.765625, end=54.841146, pitch=74, velocity=72),\n",
       " Note(start=54.868490, end=54.979167, pitch=73, velocity=74),\n",
       " Note(start=54.966146, end=55.031250, pitch=71, velocity=63),\n",
       " Note(start=55.029948, end=55.080729, pitch=69, velocity=66),\n",
       " Note(start=55.188802, end=55.238281, pitch=64, velocity=58),\n",
       " Note(start=55.200521, end=55.248698, pitch=69, velocity=66),\n",
       " Note(start=55.276042, end=55.316406, pitch=71, velocity=61),\n",
       " Note(start=55.333333, end=55.406250, pitch=73, velocity=69),\n",
       " Note(start=55.410156, end=55.447917, pitch=71, velocity=69),\n",
       " Note(start=55.484375, end=55.541667, pitch=73, velocity=58),\n",
       " Note(start=55.553385, end=55.597656, pitch=71, velocity=66),\n",
       " Note(start=55.622396, end=55.666667, pitch=52, velocity=49),\n",
       " Note(start=55.615885, end=55.687500, pitch=73, velocity=66),\n",
       " Note(start=55.691406, end=55.747396, pitch=71, velocity=66),\n",
       " Note(start=55.764323, end=55.839844, pitch=73, velocity=58),\n",
       " Note(start=55.838542, end=55.881510, pitch=71, velocity=58),\n",
       " Note(start=55.895833, end=55.953125, pitch=69, velocity=59),\n",
       " Note(start=55.994792, end=56.069010, pitch=71, velocity=59),\n",
       " Note(start=56.084635, end=56.153646, pitch=69, velocity=59),\n",
       " Note(start=56.097656, end=56.174479, pitch=45, velocity=46),\n",
       " Note(start=56.644531, end=56.670573, pitch=81, velocity=86),\n",
       " Note(start=56.644531, end=56.791667, pitch=73, velocity=64),\n",
       " Note(start=56.809896, end=57.027344, pitch=69, velocity=58),\n",
       " Note(start=56.976562, end=57.141927, pitch=64, velocity=55),\n",
       " Note(start=57.127604, end=57.169271, pitch=38, velocity=76),\n",
       " Note(start=57.135417, end=57.281250, pitch=74, velocity=68),\n",
       " Note(start=57.291667, end=57.430990, pitch=69, velocity=59),\n",
       " Note(start=57.643229, end=57.678385, pitch=40, velocity=71),\n",
       " Note(start=57.467448, end=57.684896, pitch=64, velocity=55),\n",
       " Note(start=57.649740, end=57.803385, pitch=71, velocity=61),\n",
       " Note(start=57.813802, end=57.930990, pitch=68, velocity=60),\n",
       " Note(start=57.968750, end=58.113281, pitch=64, velocity=52),\n",
       " Note(start=58.130208, end=58.173177, pitch=33, velocity=63),\n",
       " Note(start=58.135417, end=58.286458, pitch=73, velocity=67),\n",
       " Note(start=58.305990, end=58.414062, pitch=69, velocity=60),\n",
       " Note(start=58.447917, end=58.480469, pitch=64, velocity=48),\n",
       " Note(start=58.640625, end=58.678385, pitch=81, velocity=96),\n",
       " Note(start=58.660156, end=58.864583, pitch=61, velocity=59),\n",
       " Note(start=58.821615, end=58.954427, pitch=64, velocity=60),\n",
       " Note(start=58.954427, end=59.118490, pitch=69, velocity=60),\n",
       " Note(start=59.141927, end=59.186198, pitch=38, velocity=86),\n",
       " Note(start=59.131510, end=59.305990, pitch=62, velocity=67),\n",
       " Note(start=59.302083, end=59.442708, pitch=66, velocity=70),\n",
       " Note(start=59.460938, end=59.626302, pitch=69, velocity=57),\n",
       " Note(start=59.630208, end=59.696615, pitch=40, velocity=74),\n",
       " Note(start=59.643229, end=59.789062, pitch=64, velocity=64),\n",
       " Note(start=59.791667, end=59.907552, pitch=68, velocity=66),\n",
       " Note(start=59.936198, end=59.980469, pitch=71, velocity=54),\n",
       " Note(start=60.157552, end=60.200521, pitch=33, velocity=66),\n",
       " Note(start=60.149740, end=60.246094, pitch=57, velocity=62),\n",
       " Note(start=60.694010, end=60.731771, pitch=81, velocity=98),\n",
       " Note(start=60.688802, end=60.847656, pitch=73, velocity=71),\n",
       " Note(start=60.848958, end=61.052083, pitch=69, velocity=66),\n",
       " Note(start=60.997396, end=61.208333, pitch=64, velocity=64),\n",
       " Note(start=61.175781, end=61.257812, pitch=38, velocity=80),\n",
       " Note(start=61.175781, end=61.359375, pitch=74, velocity=77),\n",
       " Note(start=61.339844, end=61.479167, pitch=69, velocity=61),\n",
       " Note(start=61.494792, end=61.678385, pitch=64, velocity=59),\n",
       " Note(start=61.658854, end=61.716146, pitch=40, velocity=68),\n",
       " Note(start=61.666667, end=61.812500, pitch=71, velocity=65),\n",
       " Note(start=61.819010, end=61.925781, pitch=68, velocity=65),\n",
       " Note(start=61.975260, end=62.087240, pitch=64, velocity=63),\n",
       " Note(start=62.149740, end=62.213542, pitch=33, velocity=58),\n",
       " Note(start=62.134115, end=62.292969, pitch=73, velocity=68),\n",
       " Note(start=62.312500, end=62.472656, pitch=74, velocity=72),\n",
       " Note(start=62.467448, end=62.667969, pitch=76, velocity=70),\n",
       " Note(start=62.640625, end=62.742188, pitch=62, velocity=72),\n",
       " Note(start=62.640625, end=62.812500, pitch=78, velocity=77),\n",
       " Note(start=62.800781, end=62.929688, pitch=76, velocity=76),\n",
       " Note(start=62.945312, end=63.148438, pitch=74, velocity=77),\n",
       " Note(start=63.110677, end=63.246094, pitch=64, velocity=74),\n",
       " Note(start=63.115885, end=63.294271, pitch=73, velocity=77),\n",
       " Note(start=63.282552, end=63.447917, pitch=74, velocity=85),\n",
       " Note(start=63.428385, end=63.589844, pitch=71, velocity=77),\n",
       " Note(start=63.598958, end=63.709635, pitch=52, velocity=77),\n",
       " Note(start=63.597656, end=63.768229, pitch=69, velocity=76),\n",
       " Note(start=63.744792, end=63.910156, pitch=71, velocity=73),\n",
       " Note(start=63.902344, end=64.089844, pitch=68, velocity=75),\n",
       " Note(start=64.069010, end=64.147135, pitch=57, velocity=68),\n",
       " Note(start=64.063802, end=64.266927, pitch=69, velocity=70),\n",
       " Note(start=64.243490, end=64.406250, pitch=68, velocity=70),\n",
       " Note(start=64.390625, end=64.536458, pitch=66, velocity=75),\n",
       " Note(start=64.558594, end=64.661458, pitch=50, velocity=61),\n",
       " Note(start=64.549479, end=64.707031, pitch=64, velocity=69),\n",
       " Note(start=64.705729, end=64.850260, pitch=66, velocity=68),\n",
       " Note(start=64.855469, end=65.040365, pitch=62, velocity=67),\n",
       " Note(start=65.033854, end=65.113281, pitch=52, velocity=62),\n",
       " Note(start=65.028646, end=65.174479, pitch=61, velocity=64),\n",
       " Note(start=65.180990, end=65.324219, pitch=62, velocity=68),\n",
       " Note(start=65.348958, end=65.464844, pitch=59, velocity=63),\n",
       " Note(start=65.520833, end=65.634115, pitch=40, velocity=51),\n",
       " Note(start=65.516927, end=65.662760, pitch=57, velocity=62),\n",
       " Note(start=65.674479, end=65.843750, pitch=59, velocity=63),\n",
       " Note(start=65.822917, end=65.885417, pitch=56, velocity=63),\n",
       " Note(start=66.106771, end=66.217448, pitch=33, velocity=41),\n",
       " Note(start=66.087240, end=66.217448, pitch=57, velocity=60),\n",
       " Note(start=66.740885, end=66.842448, pitch=77, velocity=70),\n",
       " Note(start=66.802083, end=66.908854, pitch=79, velocity=81),\n",
       " Note(start=66.861979, end=67.563802, pitch=81, velocity=91),\n",
       " Note(start=67.485677, end=67.790365, pitch=79, velocity=78),\n",
       " Note(start=67.678385, end=67.881510, pitch=77, velocity=81),\n",
       " Note(start=67.837240, end=67.990885, pitch=76, velocity=83),\n",
       " Note(start=67.983073, end=68.143229, pitch=74, velocity=86),\n",
       " Note(start=68.125000, end=68.272135, pitch=73, velocity=83),\n",
       " Note(start=68.256510, end=68.315104, pitch=74, velocity=81),\n",
       " Note(start=68.438802, end=68.494792, pitch=74, velocity=83),\n",
       " Note(start=68.502604, end=68.558594, pitch=73, velocity=70),\n",
       " Note(start=68.552083, end=68.653646, pitch=74, velocity=67),\n",
       " Note(start=68.615885, end=69.411458, pitch=73, velocity=80),\n",
       " Note(start=68.973958, end=69.417969, pitch=70, velocity=65),\n",
       " Note(start=69.414062, end=69.608073, pitch=69, velocity=61),\n",
       " Note(start=69.601562, end=69.742188, pitch=67, velocity=68),\n",
       " Note(start=69.733073, end=69.779948, pitch=65, velocity=68),\n",
       " Note(start=69.916667, end=70.074219, pitch=67, velocity=70),\n",
       " Note(start=69.881510, end=70.079427, pitch=73, velocity=85),\n",
       " Note(start=70.071615, end=70.208333, pitch=65, velocity=65),\n",
       " Note(start=70.194010, end=70.261719, pitch=64, velocity=69),\n",
       " Note(start=70.393229, end=70.528646, pitch=65, velocity=59),\n",
       " Note(start=70.371094, end=70.606771, pitch=74, velocity=90),\n",
       " Note(start=70.537760, end=70.648438, pitch=64, velocity=60),\n",
       " Note(start=70.622396, end=70.667969, pitch=62, velocity=57),\n",
       " Note(start=70.764323, end=70.908854, pitch=74, velocity=69),\n",
       " Note(start=70.829427, end=70.934896, pitch=76, velocity=74),\n",
       " Note(start=70.907552, end=71.108073, pitch=65, velocity=48),\n",
       " Note(start=70.911458, end=71.132812, pitch=62, velocity=53),\n",
       " Note(start=70.903646, end=71.134115, pitch=69, velocity=50),\n",
       " Note(start=70.895833, end=71.459635, pitch=77, velocity=84),\n",
       " Note(start=71.445312, end=71.554688, pitch=60, velocity=44),\n",
       " Note(start=71.389323, end=71.582031, pitch=76, velocity=73),\n",
       " Note(start=71.430990, end=71.597656, pitch=69, velocity=53),\n",
       " Note(start=71.427083, end=71.627604, pitch=64, velocity=50),\n",
       " Note(start=71.890625, end=72.029948, pitch=76, velocity=67),\n",
       " Note(start=71.858073, end=72.082031, pitch=62, velocity=46),\n",
       " Note(start=71.808594, end=72.101562, pitch=58, velocity=55),\n",
       " Note(start=71.891927, end=72.119792, pitch=64, velocity=42),\n",
       " Note(start=71.937500, end=72.132812, pitch=67, velocity=58),\n",
       " Note(start=71.968750, end=72.153646, pitch=74, velocity=79),\n",
       " Note(start=72.123698, end=72.304688, pitch=73, velocity=73),\n",
       " Note(start=72.295573, end=72.486979, pitch=74, velocity=77),\n",
       " Note(start=72.428385, end=72.667969, pitch=61, velocity=45),\n",
       " Note(start=72.453125, end=72.667969, pitch=64, velocity=45),\n",
       " Note(start=72.485677, end=72.673177, pitch=76, velocity=71),\n",
       " Note(start=72.364583, end=72.678385, pitch=57, velocity=49),\n",
       " Note(start=72.506510, end=72.679688, pitch=67, velocity=46),\n",
       " Note(start=72.953125, end=73.082031, pitch=69, velocity=68),\n",
       " Note(start=72.878906, end=73.089844, pitch=62, velocity=59),\n",
       " Note(start=72.920573, end=73.097656, pitch=65, velocity=66),\n",
       " Note(start=72.976562, end=73.153646, pitch=77, velocity=82),\n",
       " Note(start=73.119792, end=73.307292, pitch=76, velocity=86),\n",
       " Note(start=73.272135, end=73.446615, pitch=77, velocity=88),\n",
       " Note(start=73.356771, end=73.542969, pitch=62, velocity=62),\n",
       " Note(start=73.326823, end=73.549479, pitch=58, velocity=61),\n",
       " Note(start=73.427083, end=73.569010, pitch=67, velocity=63),\n",
       " Note(start=73.380208, end=73.575521, pitch=64, velocity=61),\n",
       " Note(start=73.425781, end=73.613281, pitch=79, velocity=86),\n",
       " Note(start=73.576823, end=73.781250, pitch=77, velocity=82),\n",
       " Note(start=73.738281, end=73.878906, pitch=76, velocity=78),\n",
       " Note(start=73.890625, end=73.950521, pitch=67, velocity=67),\n",
       " Note(start=73.817708, end=73.967448, pitch=57, velocity=53),\n",
       " Note(start=73.847656, end=74.000000, pitch=64, velocity=49),\n",
       " Note(start=73.851562, end=74.010417, pitch=61, velocity=53),\n",
       " Note(start=73.894531, end=74.042969, pitch=74, velocity=85),\n",
       " Note(start=74.040365, end=74.209635, pitch=73, velocity=81),\n",
       " Note(start=74.196615, end=74.424479, pitch=74, velocity=83),\n",
       " Note(start=74.311198, end=74.479167, pitch=57, velocity=60),\n",
       " Note(start=74.359375, end=74.506510, pitch=64, velocity=62),\n",
       " Note(start=74.343750, end=74.507812, pitch=61, velocity=62),\n",
       " Note(start=74.378906, end=74.510417, pitch=67, velocity=72),\n",
       " Note(start=74.391927, end=74.614583, pitch=76, velocity=88),\n",
       " Note(start=74.550781, end=74.716146, pitch=77, velocity=82),\n",
       " Note(start=74.680990, end=74.864583, pitch=79, velocity=88),\n",
       " Note(start=74.850260, end=74.955729, pitch=69, velocity=80),\n",
       " Note(start=74.800781, end=74.979167, pitch=62, velocity=64),\n",
       " Note(start=74.829427, end=74.979167, pitch=65, velocity=67),\n",
       " Note(start=74.848958, end=74.986979, pitch=77, velocity=89),\n",
       " Note(start=74.992188, end=75.166667, pitch=79, velocity=89),\n",
       " Note(start=75.132812, end=75.307292, pitch=81, velocity=92),\n",
       " Note(start=75.240885, end=75.417969, pitch=58, velocity=65),\n",
       " Note(start=75.266927, end=75.427083, pitch=62, velocity=67),\n",
       " Note(start=75.307292, end=75.429688, pitch=67, velocity=81),\n",
       " Note(start=75.292969, end=75.436198, pitch=64, velocity=73),\n",
       " Note(start=75.292969, end=75.483073, pitch=79, velocity=93),\n",
       " Note(start=75.454427, end=75.625000, pitch=77, velocity=80),\n",
       " Note(start=75.597656, end=75.666667, pitch=76, velocity=79),\n",
       " Note(start=75.673177, end=75.847656, pitch=58, velocity=56),\n",
       " Note(start=75.776042, end=75.873698, pitch=67, velocity=80),\n",
       " Note(start=75.759115, end=75.875000, pitch=64, velocity=64),\n",
       " Note(start=75.721354, end=75.878906, pitch=61, velocity=59),\n",
       " Note(start=75.774740, end=75.945312, pitch=74, velocity=84),\n",
       " Note(start=75.924479, end=76.069010, pitch=73, velocity=76),\n",
       " Note(start=76.075521, end=76.255208, pitch=74, velocity=77),\n",
       " Note(start=76.209635, end=76.263021, pitch=57, velocity=80),\n",
       " Note(start=76.221354, end=76.365885, pitch=73, velocity=67),\n",
       " Note(start=76.382812, end=76.567708, pitch=69, velocity=58),\n",
       " Note(start=76.553385, end=76.748698, pitch=76, velocity=62),\n",
       " Note(start=76.717448, end=76.759115, pitch=81, velocity=95),\n",
       " Note(start=76.735677, end=76.861979, pitch=73, velocity=76),\n",
       " Note(start=76.884115, end=77.026042, pitch=69, velocity=66),\n",
       " Note(start=77.033854, end=77.208333, pitch=76, velocity=59),\n",
       " Note(start=77.188802, end=77.248698, pitch=55, velocity=85),\n",
       " Note(start=77.186198, end=77.341146, pitch=70, velocity=63),\n",
       " Note(start=77.356771, end=77.561198, pitch=67, velocity=69),\n",
       " Note(start=77.510417, end=77.703125, pitch=76, velocity=60),\n",
       " Note(start=77.686198, end=77.738281, pitch=82, velocity=99),\n",
       " Note(start=77.694010, end=77.859375, pitch=73, velocity=79),\n",
       " Note(start=77.851562, end=78.010417, pitch=67, velocity=65),\n",
       " Note(start=77.996094, end=78.149740, pitch=76, velocity=68),\n",
       " Note(start=78.156250, end=78.205729, pitch=53, velocity=84),\n",
       " Note(start=78.165365, end=78.339844, pitch=74, velocity=74),\n",
       " Note(start=78.339844, end=78.502604, pitch=69, velocity=66),\n",
       " Note(start=78.480469, end=78.671875, pitch=77, velocity=67),\n",
       " Note(start=78.658854, end=78.699219, pitch=81, velocity=103),\n",
       " Note(start=78.665365, end=78.832031, pitch=74, velocity=79),\n",
       " Note(start=78.817708, end=79.031250, pitch=69, velocity=68),\n",
       " Note(start=78.964844, end=79.115885, pitch=77, velocity=70),\n",
       " Note(start=79.128906, end=79.173177, pitch=52, velocity=86),\n",
       " Note(start=79.119792, end=79.313802, pitch=76, velocity=72),\n",
       " Note(start=79.295573, end=79.488281, pitch=69, velocity=70),\n",
       " Note(start=79.424479, end=79.630208, pitch=79, velocity=78),\n",
       " Note(start=79.611979, end=79.649740, pitch=85, velocity=104),\n",
       " Note(start=79.610677, end=79.785156, pitch=76, velocity=78),\n",
       " Note(start=79.766927, end=79.906250, pitch=69, velocity=71),\n",
       " Note(start=79.897135, end=80.104167, pitch=79, velocity=88),\n",
       " Note(start=80.076823, end=80.108073, pitch=50, velocity=77),\n",
       " Note(start=80.078125, end=80.250000, pitch=77, velocity=87),\n",
       " Note(start=80.235677, end=80.401042, pitch=76, velocity=86),\n",
       " Note(start=80.377604, end=80.598958, pitch=74, velocity=86),\n",
       " Note(start=80.546875, end=80.613281, pitch=81, velocity=100),\n",
       " Note(start=80.566406, end=80.776042, pitch=62, velocity=66),\n",
       " Note(start=80.700521, end=80.854167, pitch=65, velocity=72),\n",
       " Note(start=80.856771, end=81.070312, pitch=69, velocity=68),\n",
       " Note(start=81.045573, end=81.110677, pitch=46, velocity=92),\n",
       " Note(start=81.054688, end=81.243490, pitch=58, velocity=64),\n",
       " Note(start=81.234375, end=81.388021, pitch=62, velocity=63),\n",
       " Note(start=81.385417, end=81.524740, pitch=69, velocity=64),\n",
       " Note(start=81.546875, end=81.618490, pitch=79, velocity=95),\n",
       " Note(start=81.554688, end=81.694010, pitch=58, velocity=61),\n",
       " Note(start=81.703125, end=81.848958, pitch=62, velocity=65),\n",
       " Note(start=81.859375, end=82.053385, pitch=67, velocity=61),\n",
       " Note(start=82.045573, end=82.098958, pitch=45, velocity=88),\n",
       " Note(start=82.046875, end=82.191406, pitch=57, velocity=53),\n",
       " Note(start=82.220052, end=82.347656, pitch=62, velocity=57),\n",
       " Note(start=82.373698, end=82.579427, pitch=65, velocity=59),\n",
       " Note(start=82.548177, end=82.617188, pitch=77, velocity=88),\n",
       " Note(start=82.544271, end=82.661458, pitch=57, velocity=53),\n",
       " Note(start=82.683594, end=82.786458, pitch=62, velocity=61),\n",
       " Note(start=82.839844, end=83.020833, pitch=65, velocity=60),\n",
       " Note(start=83.028646, end=83.079427, pitch=43, velocity=81),\n",
       " Note(start=83.027344, end=83.197917, pitch=55, velocity=52),\n",
       " Note(start=83.213542, end=83.326823, pitch=61, velocity=54),\n",
       " Note(start=83.371094, end=83.569010, pitch=64, velocity=59),\n",
       " Note(start=83.535156, end=83.608073, pitch=76, velocity=77),\n",
       " Note(start=83.549479, end=83.682292, pitch=55, velocity=53),\n",
       " Note(start=83.709635, end=83.802083, pitch=61, velocity=55),\n",
       " Note(start=83.841146, end=84.044271, pitch=64, velocity=58),\n",
       " Note(start=84.020833, end=84.065104, pitch=41, velocity=69),\n",
       " Note(start=84.035156, end=84.191406, pitch=53, velocity=56),\n",
       " Note(start=84.192708, end=84.328125, pitch=57, velocity=52),\n",
       " Note(start=84.364583, end=84.549479, pitch=64, velocity=49),\n",
       " Note(start=84.544271, end=84.613281, pitch=74, velocity=75),\n",
       " Note(start=84.552083, end=84.673177, pitch=53, velocity=49),\n",
       " Note(start=84.697917, end=84.799479, pitch=57, velocity=53),\n",
       " Note(start=84.854167, end=85.045573, pitch=62, velocity=55),\n",
       " Note(start=85.042969, end=85.088542, pitch=40, velocity=63),\n",
       " Note(start=85.044271, end=85.191406, pitch=52, velocity=48),\n",
       " Note(start=85.210938, end=85.355469, pitch=55, velocity=52),\n",
       " Note(start=85.381510, end=85.576823, pitch=62, velocity=54),\n",
       " Note(start=85.585938, end=85.667969, pitch=73, velocity=72),\n",
       " Note(start=85.584635, end=85.688802, pitch=52, velocity=48),\n",
       " Note(start=85.731771, end=85.867188, pitch=55, velocity=48),\n",
       " Note(start=85.895833, end=85.945312, pitch=61, velocity=58),\n",
       " Note(start=86.257812, end=86.312500, pitch=38, velocity=56),\n",
       " Note(start=86.235677, end=86.328125, pitch=50, velocity=45),\n",
       " Note(start=86.977865, end=87.076823, pitch=77, velocity=75),\n",
       " Note(start=87.053385, end=87.143229, pitch=79, velocity=82),\n",
       " Note(start=87.088542, end=87.733073, pitch=81, velocity=86),\n",
       " Note(start=87.666667, end=87.946615, pitch=79, velocity=81),\n",
       " Note(start=87.856771, end=88.059896, pitch=77, velocity=88),\n",
       " Note(start=88.010417, end=88.209635, pitch=76, velocity=89),\n",
       " Note(start=88.190104, end=88.407552, pitch=74, velocity=88),\n",
       " Note(start=88.053385, end=88.459635, pitch=58, velocity=52),\n",
       " Note(start=88.200521, end=88.479167, pitch=67, velocity=75),\n",
       " Note(start=88.111979, end=88.500000, pitch=62, velocity=55),\n",
       " Note(start=88.145833, end=88.502604, pitch=64, velocity=58),\n",
       " Note(start=88.368490, end=88.546875, pitch=73, velocity=87),\n",
       " Note(start=88.522135, end=88.585938, pitch=74, velocity=92),\n",
       " Note(start=88.839844, end=88.908854, pitch=74, velocity=76),\n",
       " Note(start=88.907552, end=88.977865, pitch=73, velocity=75),\n",
       " Note(start=88.975260, end=89.084635, pitch=74, velocity=71),\n",
       " Note(start=89.048177, end=89.300781, pitch=73, velocity=73),\n",
       " Note(start=88.769531, end=89.789062, pitch=57, velocity=50),\n",
       " Note(start=89.733073, end=89.817708, pitch=78, velocity=58),\n",
       " Note(start=88.855469, end=89.821615, pitch=67, velocity=57),\n",
       " Note(start=88.832031, end=89.830729, pitch=64, velocity=50),\n",
       " Note(start=88.813802, end=89.873698, pitch=61, velocity=50),\n",
       " Note(start=89.781250, end=89.885417, pitch=79, velocity=73),\n",
       " Note(start=89.855469, end=90.558594, pitch=81, velocity=69),\n",
       " Note(start=90.429688, end=90.657552, pitch=78, velocity=56),\n",
       " Note(start=90.618490, end=90.753906, pitch=76, velocity=60),\n",
       " Note(start=90.789062, end=90.996094, pitch=74, velocity=61),\n",
       " Note(start=90.829427, end=91.091146, pitch=50, velocity=28),\n",
       " Note(start=90.845052, end=91.115885, pitch=54, velocity=36),\n",
       " Note(start=90.878906, end=91.128906, pitch=57, velocity=35),\n",
       " Note(start=90.973958, end=91.171875, pitch=72, velocity=59),\n",
       " Note(start=90.941406, end=91.217448, pitch=60, velocity=42),\n",
       " Note(start=90.937500, end=91.218750, pitch=62, velocity=50),\n",
       " Note(start=91.153646, end=91.309896, pitch=70, velocity=61),\n",
       " Note(start=91.304688, end=91.352865, pitch=69, velocity=59),\n",
       " Note(start=91.545573, end=91.602865, pitch=72, velocity=66),\n",
       " Note(start=91.623698, end=91.671875, pitch=70, velocity=65),\n",
       " Note(start=91.697917, end=91.772135, pitch=72, velocity=59),\n",
       " Note(start=91.760417, end=91.920573, pitch=70, velocity=66),\n",
       " Note(start=91.553385, end=92.134115, pitch=58, velocity=46),\n",
       " Note(start=91.613281, end=92.152344, pitch=62, velocity=48),\n",
       " Note(start=91.500000, end=92.182292, pitch=55, velocity=44),\n",
       " Note(start=92.294271, end=92.369792, pitch=76, velocity=72),\n",
       " Note(start=92.330729, end=92.432292, pitch=77, velocity=83),\n",
       " Note(start=92.385417, end=92.962240, pitch=79, velocity=89),\n",
       " Note(start=92.898438, end=93.075521, pitch=76, velocity=67),\n",
       " Note(start=93.076823, end=93.160156, pitch=74, velocity=77),\n",
       " Note(start=93.229167, end=93.270833, pitch=72, velocity=69),\n",
       " Note(start=93.382812, end=93.417969, pitch=72, velocity=69),\n",
       " Note(start=93.412760, end=93.479167, pitch=70, velocity=78),\n",
       " Note(start=93.412760, end=93.515625, pitch=67, velocity=55),\n",
       " Note(start=93.598958, end=93.658854, pitch=69, velocity=64),\n",
       " Note(start=93.743490, end=93.789062, pitch=70, velocity=65),\n",
       " Note(start=93.407552, end=93.898438, pitch=62, velocity=64),\n",
       " Note(start=93.914062, end=93.970052, pitch=69, velocity=64),\n",
       " Note(start=93.910156, end=94.015625, pitch=67, velocity=56),\n",
       " Note(start=94.079427, end=94.121094, pitch=70, velocity=68),\n",
       " Note(start=94.213542, end=94.292969, pitch=69, velocity=69),\n",
       " Note(start=93.906250, end=94.386719, pitch=61, velocity=60),\n",
       " Note(start=94.364583, end=94.438802, pitch=72, velocity=84),\n",
       " Note(start=94.403646, end=94.475260, pitch=70, velocity=82),\n",
       " Note(start=94.394531, end=94.494792, pitch=67, velocity=71),\n",
       " Note(start=94.585938, end=94.662760, pitch=69, velocity=69),\n",
       " Note(start=94.726562, end=94.799479, pitch=70, velocity=75),\n",
       " Note(start=94.388021, end=94.929688, pitch=62, velocity=76),\n",
       " Note(start=94.899740, end=94.972656, pitch=69, velocity=72),\n",
       " Note(start=94.904948, end=95.023438, pitch=67, velocity=59),\n",
       " Note(start=95.044271, end=95.089844, pitch=70, velocity=72),\n",
       " Note(start=95.177083, end=95.214844, pitch=69, velocity=62),\n",
       " Note(start=94.908854, end=95.328125, pitch=61, velocity=56),\n",
       " Note(start=95.309896, end=95.364583, pitch=72, velocity=75),\n",
       " Note(start=95.365885, end=95.423177, pitch=70, velocity=73),\n",
       " Note(start=95.352865, end=95.450521, pitch=67, velocity=56),\n",
       " Note(start=95.449219, end=95.520833, pitch=72, velocity=57),\n",
       " Note(start=95.511719, end=95.587240, pitch=70, velocity=73),\n",
       " Note(start=95.606771, end=95.692708, pitch=69, velocity=65),\n",
       " Note(start=95.684896, end=95.769531, pitch=70, velocity=65),\n",
       " Note(start=95.343750, end=95.865885, pitch=62, velocity=62),\n",
       " Note(start=95.825521, end=95.895833, pitch=69, velocity=74),\n",
       " Note(start=95.834635, end=95.970052, pitch=61, velocity=58),\n",
       " Note(start=95.832031, end=95.975260, pitch=67, velocity=60),\n",
       " Note(start=95.984375, end=96.032552, pitch=71, velocity=79),\n",
       " Note(start=96.119792, end=96.191406, pitch=73, velocity=84),\n",
       " Note(start=96.283854, end=96.350260, pitch=76, velocity=84),\n",
       " Note(start=96.304688, end=96.378906, pitch=74, velocity=90),\n",
       " Note(start=96.251302, end=96.515625, pitch=62, velocity=54),\n",
       " Note(start=96.212240, end=96.524740, pitch=58, velocity=50),\n",
       " Note(start=96.464844, end=96.539062, pitch=73, velocity=87),\n",
       " Note(start=96.292969, end=96.553385, pitch=67, velocity=75),\n",
       " Note(start=96.285156, end=96.555990, pitch=64, velocity=66),\n",
       " Note(start=96.610677, end=96.679688, pitch=74, velocity=85),\n",
       " Note(start=96.769531, end=96.843750, pitch=73, velocity=79),\n",
       " Note(start=96.781250, end=96.942708, pitch=57, velocity=52),\n",
       " Note(start=96.781250, end=96.980469, pitch=67, velocity=56),\n",
       " Note(start=96.792969, end=96.984375, pitch=64, velocity=45),\n",
       " Note(start=96.783854, end=96.986979, pitch=61, velocity=51),\n",
       " Note(start=96.930990, end=96.986979, pitch=74, velocity=78),\n",
       " Note(start=97.070312, end=97.115885, pitch=73, velocity=74),\n",
       " Note(start=97.188802, end=97.246094, pitch=76, velocity=73),\n",
       " Note(start=97.251302, end=97.329427, pitch=74, velocity=71),\n",
       " Note(start=97.208333, end=97.398438, pitch=62, velocity=47),\n",
       " Note(start=97.333333, end=97.399740, pitch=76, velocity=68),\n",
       " Note(start=97.195312, end=97.438802, pitch=58, velocity=47),\n",
       " Note(start=97.238281, end=97.441406, pitch=64, velocity=42),\n",
       " Note(start=97.233073, end=97.441406, pitch=67, velocity=54),\n",
       " Note(start=97.403646, end=97.468750, pitch=74, velocity=66),\n",
       " Note(start=97.475260, end=97.545573, pitch=73, velocity=70),\n",
       " Note(start=97.548177, end=97.658854, pitch=74, velocity=69),\n",
       " Note(start=97.658854, end=97.755208, pitch=73, velocity=66),\n",
       " Note(start=97.707031, end=97.863281, pitch=64, velocity=46),\n",
       " Note(start=97.703125, end=97.863281, pitch=67, velocity=54),\n",
       " Note(start=97.696615, end=97.867188, pitch=61, velocity=50),\n",
       " Note(start=97.707031, end=97.873698, pitch=57, velocity=41),\n",
       " Note(start=97.837240, end=97.910156, pitch=74, velocity=72),\n",
       " Note(start=97.972656, end=98.033854, pitch=76, velocity=78),\n",
       " Note(start=98.113281, end=98.184896, pitch=79, velocity=78),\n",
       " Note(start=98.148438, end=98.234375, pitch=77, velocity=72),\n",
       " Note(start=98.145833, end=98.272135, pitch=65, velocity=50),\n",
       " Note(start=98.140625, end=98.273438, pitch=62, velocity=53),\n",
       " Note(start=98.151042, end=98.308594, pitch=69, velocity=44),\n",
       " Note(start=98.300781, end=98.372396, pitch=76, velocity=87),\n",
       " Note(start=98.447917, end=98.515625, pitch=77, velocity=90),\n",
       " Note(start=98.600260, end=98.671875, pitch=76, velocity=87),\n",
       " Note(start=98.602865, end=98.709635, pitch=67, velocity=53),\n",
       " Note(start=98.605469, end=98.721354, pitch=69, velocity=55),\n",
       " Note(start=98.753906, end=98.813802, pitch=77, velocity=84),\n",
       " Note(start=98.882812, end=98.937500, pitch=76, velocity=83),\n",
       " Note(start=98.618490, end=98.980469, pitch=64, velocity=55),\n",
       " Note(start=98.631510, end=99.027344, pitch=61, velocity=51),\n",
       " Note(start=99.013021, end=99.082031, pitch=79, velocity=83),\n",
       " ...]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mid.instruments[0].notes[0]"
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