Spotify_Audio_Recommender.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Objective**: Gets the top 10 recommended pieces of music\n",
    "\n",
    "<!-- **Usage**: Create the `music_set.json` file from the `AudioSet processing.ipynb` notebook. Then run this notebook -->"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip3 install annoy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "from ast import literal_eval\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "class_labels_file = 'class_labels_indices.csv'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "class_labels = pd.read_csv(class_labels_file)\n",
    "music_dict = dict(zip(class_labels.index, class_labels.display_name))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   index        mid                   display_name\n",
      "0      0   /m/09x0r                         Speech\n",
      "1      1  /m/05zppz      Male speech, man speaking\n",
      "2      2   /m/02zsn  Female speech, woman speaking\n",
      "3      3   /m/0ytgt     Child speech, kid speaking\n",
      "4      4  /m/01h8n0                   Conversation\n",
      "-----------------\n",
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 527 entries, 0 to 526\n",
      "Data columns (total 3 columns):\n",
      " #   Column        Non-Null Count  Dtype \n",
      "---  ------        --------------  ----- \n",
      " 0   index         527 non-null    int64 \n",
      " 1   mid           527 non-null    object\n",
      " 2   display_name  527 non-null    object\n",
      "dtypes: int64(1), object(2)\n",
      "memory usage: 12.5+ KB\n",
      "None\n",
      "-----------------\n",
      "(527, 3)\n",
      "-----------------\n",
      "Speech\n",
      "Whoop\n"
     ]
    }
   ],
   "source": [
    "print(class_labels.head())\n",
    "print('-----------------')\n",
    "print(class_labels.info())\n",
    "print('-----------------')\n",
    "print(class_labels.shape)\n",
    "print('-----------------')\n",
    "print(music_dict[0])\n",
    "print(music_dict[10])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "with open('music_set.json', 'r') as file:\n",
    "    file_read = json.loads(file.read())\n",
    "    music_dataset = literal_eval(file_read)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2071\n",
      "label:  [0, 137, 507, 508]\n",
      "video_id:  b'5vrw6zbiRQA'\n",
      "start_time:  40.0\n",
      "end_time:  50.0\n",
      "data:  [0, 255, 0, 255, 147, 255, 12, 255, 0, 0]\n"
     ]
    }
   ],
   "source": [
    "print(len(music_dataset))\n",
    "print('label: ',music_dataset[0]['label'])\n",
    "print('video_id: ',music_dataset[0]['video_id'])\n",
    "print('start_time: ',music_dataset[0]['start_time'])\n",
    "print('end_time: ',music_dataset[0]['end_time'])\n",
    "print('data: ',music_dataset[0]['data'][:10])\n",
    "# print('label: ',music_dataset[0]['label'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install annoy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from annoy import AnnoyIndex\n",
    "\n",
    "audio_dim = 1280\n",
    "annoy_index = AnnoyIndex(audio_dim, 'angular')  # Length of item vector that will be indexed\n",
    "for index in range(len(music_dataset[:1000])):\n",
    "    vector = music_dataset[index]['data']\n",
    "    annoy_index.add_item(index, vector)\n",
    "\n",
    "annoy_index.build(50) # 50 trees\n",
    "annoy_index.save('nearest_neightbor_graph.ann')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# prediction"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "annoy_index_predict = AnnoyIndex(audio_dim, 'angular')\n",
    "annoy_index_predict.load('nearest_neightbor_graph.ann')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "nns_index = annoy_index_predict.get_nns_by_item(193, 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[193, ['Music', 'Opera'], b'xtGmrLOsjHk', 30.0, 40.0]\n",
      "[811, ['Singing', 'Choir', 'Music', 'Vocal music', 'A capella', 'Song'], b'k9TtEo5P2Zc', 80.0, 90.0]\n",
      "[157, ['Music', 'Opera'], b'_V0jANB4auQ', 110.0, 120.0]\n",
      "[964, ['Music', 'Disco'], b'EC_JNTVDrok', 10.0, 20.0]\n",
      "[275, ['Mantra', 'Music'], b'2dyxjGTXSpA', 30.0, 40.0]\n",
      "[993, ['Meow', 'Music', 'Classical music'], b'W0aT3SdtnfY', 30.0, 40.0]\n",
      "[385, ['Animal', 'Domestic animals, pets', 'Dog', 'Bark', 'Bow-wow', 'Canidae, dogs, wolves', 'Music', 'Wind instrument, woodwind instrument'], b'x43sC-LNCZI', 30.0, 40.0]\n",
      "[763, ['Music', 'Scissors'], b'sGRQHO6LXtk', 9.0, 19.0]\n",
      "[237, ['Music', 'Rock music', 'Grunge', 'Background music'], b'e1s2JglEjL0', 30.0, 40.0]\n",
      "[330, ['Music', 'New-age music'], b'asT8yaJPP1s', 30.0, 40.0]\n"
     ]
    }
   ],
   "source": [
    "for index in nns_index:\n",
    "    sample = music_dataset[index]\n",
    "    music_labels = [music_dict[idx] for idx in sample['label']]\n",
    "    print([index, music_labels, sample['video_id'], sample['start_time'], sample['end_time']])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0 ['Speech', 'Music', 'Inside, large room or hall', 'Inside, public space']\n",
      "1 ['Music', 'Bouncing']\n",
      "2 ['Speech', 'Music', 'Musical instrument', 'Drum', 'Timpani']\n",
      "3 ['Music', 'Banjo', 'Country', 'Bluegrass']\n",
      "4 ['Music', 'Wedding music']\n",
      "5 ['Music', 'Jingle (music)']\n",
      "6 ['Music', 'Foghorn']\n",
      "7 ['Music', 'Beatboxing']\n",
      "8 ['Speech', 'Music', 'Silence', 'Inside, small room']\n",
      "9 ['Singing', 'Music', 'Rock and roll', 'Swing music', 'Salsa music', 'Ska', 'Song']\n",
      "10 ['Singing', 'Music', 'Music of Africa', 'Christian music', 'Zing']\n",
      "11 ['Music', 'Heavy metal', 'Angry music']\n",
      "12 ['Music', 'New-age music', 'Sad music']\n",
      "13 ['Speech', 'Music', 'Busy signal']\n",
      "14 ['Swing music']\n",
      "15 ['Music', 'Salsa music']\n",
      "16 ['Music', 'Vehicle', 'Ice cream truck, ice cream van']\n",
      "17 ['Music', 'Scary music']\n",
      "18 ['Music', 'Traditional music', 'Tender music']\n",
      "19 ['Music', 'Video game music']\n",
      "20 ['Music', 'Musical instrument', 'Synthesizer', 'Sampler', 'Drum machine']\n",
      "21 ['Music', 'Happy music']\n",
      "22 ['Music', 'Rattle (instrument)']\n",
      "23 ['Music', 'Heavy metal', 'Rustling leaves']\n",
      "24 ['Goat', 'Bleat', 'Sheep', 'Music', 'Song', 'Happy music']\n",
      "25 ['Music', 'Thump, thud', 'Breaking']\n",
      "26 ['Music', 'Electronic tuner']\n",
      "27 ['Speech', 'Squawk', 'Music']\n",
      "28 ['Music', 'Jingle (music)']\n",
      "29 ['Singing', 'Music', 'Sad music']\n",
      "30 ['Bleat', 'Music']\n",
      "31 ['Music', 'Swing music']\n",
      "32 ['Buzz', 'Music', 'Dubstep', 'Electronic dance music']\n",
      "33 ['Music', 'Tender music']\n",
      "34 ['Music', 'Rock music', 'Punk rock', 'Rock and roll', 'Blues']\n",
      "35 ['Music', 'Ding-dong']\n",
      "36 ['Music', 'Harmonic']\n",
      "37 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Banjo', 'Bluegrass']\n",
      "38 ['Speech', 'Music', 'Doorbell', 'Alarm clock']\n",
      "39 ['Singing', 'Music', 'Rattle (instrument)']\n",
      "40 ['Music', 'Sonar']\n",
      "41 ['Music', 'Jazz']\n",
      "42 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Effects unit', 'Echo']\n",
      "43 ['Music', 'Noise']\n",
      "44 ['Yodeling', 'Music', 'Country']\n",
      "45 ['Music', 'House music', 'Techno', 'Electronic dance music', 'Ringtone']\n",
      "46 ['Music', 'Maraca', 'Music of Africa', 'Afrobeat']\n",
      "47 ['Music', 'Sampler']\n",
      "48 ['Speech', 'Speech synthesizer', 'Music']\n",
      "49 ['Speech', 'Music', 'Vehicle', 'Engine starting']\n",
      "50 ['Swing music']\n",
      "51 ['Shuffle', 'Music']\n",
      "52 ['Music', 'Bang']\n",
      "53 ['Music', 'Tambourine']\n",
      "54 ['Music', 'Tap']\n",
      "55 ['Music', 'Angry music']\n",
      "56 ['Music', 'Disco', 'House music', 'Electronica', 'Electronic dance music', 'Dance music']\n",
      "57 ['Music', 'Acoustic guitar', 'Mandolin']\n",
      "58 ['Singing', 'Music', 'Tambourine', 'Music of Latin America', 'Ska']\n",
      "59 ['Music', 'Techno', 'Drum and bass', 'Electronica', 'Air horn, truck horn']\n",
      "60 ['Speech', 'Music', 'Music for children', 'Electric toothbrush', 'Inside, small room']\n",
      "61 ['Choir', 'Music', 'A capella']\n",
      "62 ['Music', 'Sonar']\n",
      "63 ['Speech', 'Music', 'Steelpan']\n",
      "64 ['Music', 'Vibraphone']\n",
      "65 ['Speech', 'Child speech, kid speaking', 'Child singing', 'Music', 'Inside, small room']\n",
      "66 ['Music', 'Explosion']\n",
      "67 ['Speech', 'Music', 'Telephone dialing, DTMF']\n",
      "68 ['Mantra', 'Throat clearing', 'Music', 'Carnatic music']\n",
      "69 ['Gasp', 'Music']\n",
      "70 ['Music', 'Timpani']\n",
      "71 ['Speech', 'Music', 'Christmas music']\n",
      "72 ['Music', 'Ukulele']\n",
      "73 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Steel guitar, slide guitar', 'Mandolin', 'Blues']\n",
      "74 ['Speech', 'Whispering', 'Music', 'Crackle']\n",
      "75 ['Speech', 'Sneeze', 'Music']\n",
      "76 ['Music', 'Electronic music', 'Electronica', 'Ambient music', 'Noise']\n",
      "77 ['Music', 'Grunge']\n",
      "78 ['Music', 'Swing music', 'Funk', 'Music for children']\n",
      "79 ['Music', 'Jazz']\n",
      "80 ['Speech', 'Sneeze', 'Music']\n",
      "81 ['Music', 'Musical instrument', 'Theremin']\n",
      "82 ['Music', 'Angry music']\n",
      "83 ['Music', 'Steelpan']\n",
      "84 ['Music', 'New-age music', 'Lullaby']\n",
      "85 ['Speech', 'Babbling', 'Giggle', 'Snicker', 'Crow', 'Caw', 'Music']\n",
      "86 ['Music', 'Rock and roll', 'Bang']\n",
      "87 ['Speech', 'Music', 'Bluegrass', 'Flamenco']\n",
      "88 ['Finger snapping', 'Music', 'Pop music']\n",
      "89 ['Music', 'Ringtone']\n",
      "90 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Mandolin']\n",
      "91 ['Music', 'Maraca', 'Music of Africa']\n",
      "92 ['Music', 'Soul music', 'Reggae', 'Funk']\n",
      "93 ['Keyboard (musical)', 'Piano', 'Electric piano']\n",
      "94 ['Speech', 'Music', 'Squish']\n",
      "95 ['Music', 'Didgeridoo', 'Electronic music']\n",
      "96 ['Music', 'Middle Eastern music', 'Music of Bollywood', 'Traditional music']\n",
      "97 ['Music', 'Rhythm and blues', 'Exciting music']\n",
      "98 ['Music', 'Background music', 'Tender music']\n",
      "99 ['Music', 'Single-lens reflex camera']\n",
      "100 ['Synthetic singing', 'Music']\n",
      "101 ['Music', 'Foghorn']\n",
      "102 ['Speech', 'Music', 'Electronica', 'Zipper (clothing)']\n",
      "103 ['Music', 'Scratching (performance technique)']\n",
      "104 ['Shout', 'Music', 'Inside, large room or hall']\n",
      "105 ['Speech', 'Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Harmonic']\n",
      "106 ['Music', 'Musical instrument', 'Plucked string instrument', 'Banjo']\n",
      "107 ['Music', 'Happy music']\n",
      "108 ['Speech', 'Applause', 'Music']\n",
      "109 ['Music', 'Musical instrument', 'Synthesizer', 'Drum machine', 'Electronica']\n",
      "110 ['Music', 'Musical instrument', 'Ukulele']\n",
      "111 ['Music', 'Skateboard']\n",
      "112 ['Singing', 'Choir', 'Music', 'A capella', 'Song']\n",
      "113 ['Music', 'Background music', 'Theme music', 'Sad music']\n",
      "114 ['Speech', 'Groan', 'Music']\n",
      "115 ['Music', 'Scratching (performance technique)', 'Skateboard']\n",
      "116 ['Music', 'Musical instrument', 'Guitar', 'Bass guitar', 'Distortion']\n",
      "117 ['Animal', 'Duck', 'Quack', 'Music']\n",
      "118 ['Speech', 'Music', 'Theme music']\n",
      "119 ['Speech', 'Music', 'Ding-dong']\n",
      "120 ['Music', 'Reggae']\n",
      "121 ['Music', 'Tender music']\n",
      "122 ['Music', 'Bluegrass']\n",
      "123 ['Music', 'Reggae', 'Music of Africa', 'Afrobeat']\n",
      "124 ['Music', 'Boom']\n",
      "125 ['Music', 'Background music', 'Ringtone']\n",
      "126 ['Music', 'Synthesizer', 'Electronica', 'Cacophony']\n",
      "127 ['Music', 'Didgeridoo', 'Beatboxing']\n",
      "128 ['Music', 'Rhythm and blues', 'Fusillade', 'Zing']\n",
      "129 ['Speech', 'Music', 'Thunk']\n",
      "130 ['Speech', 'Grunt', 'Music', 'Inside, large room or hall']\n",
      "131 ['Music', 'Drum machine', 'Rock music', 'Heavy metal', 'Grunge', 'Progressive rock']\n",
      "132 ['Speech', 'Music', 'Thunk']\n",
      "133 ['Music', 'Timpani']\n",
      "134 ['Music', 'Angry music']\n",
      "135 ['Music', 'Single-lens reflex camera']\n",
      "136 ['Speech', 'Music', 'Beep, bleep']\n",
      "137 ['Music', 'Hip hop music', 'Rhythm and blues', 'Reggae', 'Music of Africa', 'Afrobeat']\n",
      "138 ['Speech', 'Clip-clop', 'Music']\n",
      "139 ['Oink', 'Music']\n",
      "140 ['Music', 'Steel guitar, slide guitar']\n",
      "141 ['Speech', 'Music', 'Silence']\n",
      "142 ['Speech', 'Music', 'Television']\n",
      "143 ['Speech', 'Music', 'Bang', 'Outside, rural or natural']\n",
      "144 ['Speech', 'Music', 'Theme music', 'Explosion']\n",
      "145 ['Music', 'Swing music', 'Song']\n",
      "146 ['Speech', 'Music', 'Bang']\n",
      "147 ['Music', 'Fusillade']\n",
      "148 ['Speech', 'Sneeze', 'Music', 'Inside, small room']\n",
      "149 ['Speech', 'Grunt', 'Music']\n",
      "150 ['Music', 'Happy music']\n",
      "151 ['Bleat', 'Music']\n",
      "152 ['Music', 'Gurgling']\n",
      "153 ['Speech', 'Heart murmur', 'Music']\n",
      "154 ['Animal', 'Duck', 'Quack', 'Music']\n",
      "155 ['Music', 'Carnatic music']\n",
      "156 ['Singing', 'Music', 'Rhythm and blues', 'Christian music', 'Independent music', 'Song']\n",
      "157 ['Music', 'Opera']\n",
      "158 ['Speech', 'Music', 'Electric guitar', 'Chorus effect', 'Distortion']\n",
      "159 ['Quack', 'Music']\n",
      "160 ['Speech', 'Crying, sobbing', 'Music']\n",
      "161 ['Animal', 'Horse', 'Music']\n",
      "162 ['Singing', 'Music', 'Roll']\n",
      "163 ['Music', 'Sitar']\n",
      "164 ['Music', 'Soundtrack music', 'Funny music']\n",
      "165 ['Music', 'Steel guitar, slide guitar', 'Mandolin', 'Vocal music']\n",
      "166 ['Speech', 'Giggle', 'Music']\n",
      "167 ['Mantra', 'Carnatic music', 'Song']\n",
      "168 ['Music', 'Musical instrument', 'Violin, fiddle', 'Scratching (performance technique)', 'Scratch']\n",
      "169 ['Musical instrument', 'Plucked string instrument', 'Guitar', 'Steel guitar, slide guitar', 'Tapping (guitar technique)', 'Echo']\n",
      "170 ['Music', 'Steelpan']\n",
      "171 ['Speech', 'Groan', 'Music', 'Inside, small room']\n",
      "172 ['Music', 'Video game music']\n",
      "173 ['Child singing', 'Music', 'Television']\n",
      "174 ['Music', 'Angry music']\n",
      "175 ['Music', 'Soundtrack music', 'Video game music']\n",
      "176 ['Music', 'Music for children', 'Jingle (music)']\n",
      "177 ['Oink', 'Music']\n",
      "178 ['Music', 'Musical instrument', 'Drum kit', 'Steelpan']\n",
      "179 ['Speech', 'Music', 'Busy signal']\n",
      "180 ['Singing', 'Music', 'Musical instrument', 'Drum', 'Rattle (instrument)', 'Music of Latin America']\n",
      "181 ['Speech', 'Oink', 'Music']\n",
      "182 ['Speech', 'Oink', 'Music']\n",
      "183 ['Speech', 'Music', 'Opera', 'Inside, large room or hall']\n",
      "184 ['Music', 'Country', 'Music of Africa', 'Song']\n",
      "185 ['Speech', 'Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Acoustic guitar', 'Strum', 'Rock music', 'Progressive rock']\n",
      "186 ['Music', 'Electronic music', 'House music', 'Techno']\n",
      "187 ['Child singing', 'Music']\n",
      "188 ['Music', 'Flamenco', 'Vocal music']\n",
      "189 ['Keyboard (musical)', 'Harpsichord']\n",
      "190 ['Shuffle', 'Music']\n",
      "191 ['Speech', 'Whale vocalization', 'Music']\n",
      "192 ['Singing', 'Music', 'Roll']\n",
      "193 ['Music', 'Opera']\n",
      "194 ['Keyboard (musical)', 'Harpsichord']\n",
      "195 ['Music', 'Hip hop music', 'Music of Africa', 'Afrobeat']\n",
      "196 ['Music', 'Angry music']\n",
      "197 ['Snort', 'Music']\n",
      "198 ['Music', 'Vehicle', 'Vehicle horn, car horn, honking', 'Toot', 'Rail transport', 'Train']\n",
      "199 ['Singing', 'Choir', 'Music', 'Tambourine']\n",
      "200 ['Music', 'Lullaby']\n",
      "201 ['Oink', 'Music']\n",
      "202 ['Music', 'Guitar', 'Electronic tuner']\n",
      "203 ['Speech', 'Grunt', 'Animal', 'Wild animals', 'Roaring cats (lions, tigers)', 'Music']\n",
      "204 ['Music', 'Electric guitar', 'Effects unit', 'Harmonic', 'Distortion']\n",
      "205 ['Shuffle', 'Music']\n",
      "206 ['Music', 'Pop music', 'Soul music']\n",
      "207 ['Music', 'Didgeridoo']\n",
      "208 ['Singing', 'Music', 'Guitar', 'Country', 'Wedding music']\n",
      "209 ['Speech', 'Music', \"Dental drill, dentist's drill\"]\n",
      "210 ['Music', 'Classical music']\n",
      "211 ['Speech', 'Music', 'Vehicle', 'Car', 'Skidding', 'Race car, auto racing']\n",
      "212 ['Music', 'Single-lens reflex camera']\n",
      "213 ['Music', 'Mandolin']\n",
      "214 ['Buzz', 'Music']\n",
      "215 ['Speech', 'Laughter', 'Music', 'Funny music', 'Television']\n",
      "216 ['Speech', 'Music', 'Television']\n",
      "217 ['Music', 'Electronic music', 'Dubstep', 'Field recording']\n",
      "218 ['Singing', 'Salsa music']\n",
      "219 ['Music', 'Pulse']\n",
      "220 ['Music', 'Rhythm and blues', 'Funk']\n",
      "221 ['Music', 'Pop music', 'Music of Asia', 'Independent music', 'Zing']\n",
      "222 ['Music', 'Lullaby']\n",
      "223 ['Speech', 'Child speech, kid speaking', 'Children playing', 'Music', 'Inside, small room']\n",
      "224 ['Domestic animals, pets', 'Bird', 'Squawk', 'Music']\n",
      "225 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Reverberation']\n",
      "226 ['Speech', 'Animal', 'Horse', 'Neigh, whinny', 'Music', 'Inside, small room']\n",
      "227 ['Music', 'Funk', 'Jazz', 'Dubstep', 'Electronic dance music', 'Dance music']\n",
      "228 ['Rapping', 'Music']\n",
      "229 ['Heart murmur', 'Music']\n",
      "230 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Classical music']\n",
      "231 ['Speech', 'Fart', 'Music']\n",
      "232 ['Music', 'Electric toothbrush']\n",
      "233 ['Speech', 'Music', 'Dial tone']\n",
      "234 ['Singing', 'Music', 'Acoustic guitar', 'Steel guitar, slide guitar', 'Folk music']\n",
      "235 ['Speech', 'Yell', 'Music']\n",
      "236 ['Music', 'Progressive rock', 'Psychedelic rock', 'Independent music']\n",
      "237 ['Music', 'Rock music', 'Grunge', 'Background music']\n",
      "238 ['Speech', 'Chatter', 'Music']\n",
      "239 ['Music', 'Television']\n",
      "240 ['Music', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Steel guitar, slide guitar', 'Strum', 'Electronic tuner']\n",
      "241 ['Music', 'Chorus effect']\n",
      "242 ['Heart murmur', 'Music', 'Music of Asia']\n",
      "243 ['Singing', 'Music', 'Roll']\n",
      "244 ['Speech', 'Music', 'Single-lens reflex camera']\n",
      "245 ['Music', 'Pop music', 'Rhythm and blues']\n",
      "246 ['Music', 'Thunk']\n",
      "247 ['Music', 'Gospel music', 'Christmas music']\n",
      "248 ['Speech', 'Crying, sobbing', 'Baby cry, infant cry', 'Music']\n",
      "249 ['Music', 'Didgeridoo', 'Theremin']\n",
      "250 ['Music', 'Synthesizer']\n",
      "251 ['Speech', 'Quack', 'Music']\n",
      "252 ['Snoring', 'Music']\n",
      "253 ['Music', 'Bang']\n",
      "254 ['Speech', 'Music', 'Crunch']\n",
      "255 ['Speech', 'Music', 'Squish']\n",
      "256 ['Speech', 'Music', 'Opera']\n",
      "257 ['Music', 'Musical instrument', 'Guitar', 'Electric guitar', 'Reverberation']\n",
      "258 ['Music', 'Jazz', 'Soundtrack music']\n",
      "259 ['Singing', 'Female singing', 'Music', 'Country']\n",
      "260 ['Crying, sobbing', 'Animal', 'Music']\n",
      "261 ['Speech', 'Domestic animals, pets', 'Howl', 'Canidae, dogs, wolves', 'Music']\n",
      "262 ['Music', 'Rock music', 'Grunge', 'Progressive rock']\n",
      "263 ['Music', 'Musical instrument', 'Synthesizer', 'Sampler']\n",
      "264 ['Music', 'Sampler', 'Techno', 'Electronica', 'Soundtrack music', 'Tick-tock']\n",
      "265 ['Duck', 'Quack', 'Music', 'Pop music']\n",
      "266 ['Music', 'Swing music']\n",
      "267 ['Speech', 'Music', 'Alarm clock']\n",
      "268 ['Music', 'Music of Bollywood']\n",
      "269 ['Mouse', 'Music', 'Heavy metal', 'Progressive rock']\n",
      "270 ['Speech', 'Music', 'Light engine (high frequency)', 'Sewing machine']\n",
      "271 ['Music', 'Ringtone']\n",
      "272 ['Female singing', 'Child singing', 'Music']\n",
      "273 ['Mantra', 'Music', 'Sitar', 'Carnatic music']\n",
      "274 ['Mantra', 'Music', 'Middle Eastern music']\n",
      "275 ['Mantra', 'Music']\n",
      "276 ['Music', 'Vehicle', 'Bicycle']\n",
      "277 ['Music', 'Zipper (clothing)']\n",
      "278 ['Music', 'Bang']\n",
      "279 ['Music', 'Didgeridoo']\n",
      "280 ['Speech', 'Music', 'Thunk']\n",
      "281 ['Synthetic singing', 'Music']\n",
      "282 ['Music', 'Flamenco']\n",
      "283 ['Music', 'Electric guitar', 'Sad music', 'Distortion']\n",
      "284 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Steel guitar, slide guitar', 'Strum', 'Flamenco']\n",
      "285 ['Music', 'Drawer open or close']\n",
      "286 ['Child singing', 'Music']\n",
      "287 ['Music', 'Boom', 'Bang']\n",
      "288 ['Music', 'Maraca']\n",
      "289 ['Music', 'Burst, pop']\n",
      "290 ['Singing', 'Music', 'Mandolin', 'Ukulele']\n",
      "291 ['Choir', 'Music', 'A capella', 'Traditional music']\n",
      "292 ['Music', 'Sampler', 'Afrobeat']\n",
      "293 ['Speech', 'Music', 'Ambient music', 'Trance music', 'Scary music']\n",
      "294 ['Music', 'Jingle (music)']\n",
      "295 ['Music', 'Rumble']\n",
      "296 ['Music', 'Rock and roll', 'Roll']\n",
      "297 ['Speech', 'Music', 'Jingle (music)', 'Dance music']\n",
      "298 ['Music', 'Typewriter']\n",
      "299 ['Child singing', 'Music']\n",
      "300 ['Bellow', 'Music', 'Disco']\n",
      "301 ['Speech', 'Choir', 'Male singing', 'Synthetic singing', 'Music']\n",
      "302 ['Music', 'Didgeridoo']\n",
      "303 ['Speech', 'Music', 'Boing', 'Outside, rural or natural']\n",
      "304 ['Music', 'Ice cream truck, ice cream van', 'Tick-tock']\n",
      "305 ['Music', 'Techno', 'Dubstep', 'Drum and bass', 'Trance music']\n",
      "306 ['Female singing', 'Music']\n",
      "307 ['Gargling', 'Music']\n",
      "308 ['Speech', 'Music', 'Crack']\n",
      "309 ['Speech', 'Male singing', 'Music']\n",
      "310 ['Music', 'Christian music', 'Song']\n",
      "311 ['Male speech, man speaking', 'Singing', 'Choir', 'Male singing', 'Music', 'Gospel music', 'Song']\n",
      "312 ['Music', 'Bass guitar', 'Pop music', 'Swing music', 'Funk', 'Blues', 'Song']\n",
      "313 ['Music', 'Electronica', 'Harmonic']\n",
      "314 ['Music', 'Exciting music']\n",
      "315 ['Music', 'Sad music']\n",
      "316 ['Speech', 'Yell', 'Music']\n",
      "317 ['Speech', 'Male singing', 'Music']\n",
      "318 ['Music', 'Punk rock']\n",
      "319 ['Rapping', 'Music', 'Music of Africa', 'Afrobeat']\n",
      "320 ['Speech', 'Singing', 'Music', 'Carnatic music', 'Music of Bollywood']\n",
      "321 ['Music', 'Boom']\n",
      "322 ['Music', 'Timpani']\n",
      "323 ['Speech', 'Music', 'Breaking', 'Inside, small room']\n",
      "324 ['Singing', 'Choir', 'Music', 'Tambourine']\n",
      "325 ['Speech', 'Music', 'Angry music']\n",
      "326 ['Music', 'Scratching (performance technique)', 'Scratch']\n",
      "327 ['Music', 'Musical instrument', 'Timpani', 'Orchestra', 'Brass instrument', 'Violin, fiddle', 'Classical music']\n",
      "328 ['Music', 'Reggae', 'Music of Africa']\n",
      "329 ['Music', 'Synthesizer', 'Sampler', 'Hip hop music']\n",
      "330 ['Music', 'New-age music']\n",
      "331 ['Music', 'Saxophone', 'Wedding music']\n",
      "332 ['Speech', 'Music', 'Boom']\n",
      "333 ['Speech', 'Whoop', 'Music']\n",
      "334 ['Music', 'Music of Asia', 'Song']\n",
      "335 ['Keyboard (musical)', 'Harpsichord']\n",
      "336 ['Music', 'Funny music']\n",
      "337 ['Speech', 'Music', 'Television']\n",
      "338 ['Duck', 'Quack', 'Music']\n",
      "339 ['Singing', 'Music', 'Dial tone', 'Inside, small room']\n",
      "340 ['Music', 'Timpani']\n",
      "341 ['Music', 'Musical instrument', 'Keyboard (musical)', 'Synthesizer']\n",
      "342 ['Music', 'Techno', 'Electronica', 'Trance music']\n",
      "343 ['Speech', 'Buzz', 'Music']\n",
      "344 ['Singing', 'Music', 'Reggae', 'Ambient music']\n",
      "345 ['Speech', 'Grunt', 'Pig', 'Music']\n",
      "346 ['Music', 'Synthesizer', 'Bicycle bell']\n",
      "347 ['Speech', 'Groan', 'Music', 'Music of Latin America']\n",
      "348 ['Music', 'Bluegrass', 'Folk music', 'Music of Latin America', 'Flamenco', 'Gospel music', 'Music of Bollywood']\n",
      "349 ['Music', 'Maraca']\n",
      "350 ['Music', 'Scary music']\n",
      "351 ['Music', 'Steelpan']\n",
      "352 ['Music', 'Techno', 'Electronic dance music', 'Trance music', 'Dance music']\n",
      "353 ['Music', 'Techno', 'Dubstep', 'Electronic dance music', 'Trance music', 'Ping']\n",
      "354 ['Speech', 'Music', 'Microwave oven']\n",
      "355 ['Music', 'Vibraphone']\n",
      "356 ['Music', 'Ukulele']\n",
      "357 ['Speech', 'Screaming', 'Music']\n",
      "358 ['Speech', 'Run', 'Music', 'Outside, rural or natural']\n",
      "359 ['Music', 'Bass guitar', 'Radio']\n",
      "360 ['Choir', 'Chant', 'Mantra', 'Music', 'A capella', 'Gospel music', 'Song', 'Christmas music']\n",
      "361 ['Speech', 'Roar', 'Music']\n",
      "362 ['Speech', 'Music', 'Shatter']\n",
      "363 ['Music', 'Electric guitar', 'Rock music', 'Progressive rock', 'Electronic tuner']\n",
      "364 ['Choir', 'Hands', 'Music', 'Vocal music']\n",
      "365 ['Speech', 'Sniff', 'Music']\n",
      "366 ['Speech', 'Mouse', 'Music']\n",
      "367 ['Music', 'Bass guitar', 'Harmonic']\n",
      "368 ['Music', 'Traditional music', 'Soundtrack music']\n",
      "369 ['Music', 'Steelpan']\n",
      "370 ['Music', 'Theme music']\n",
      "371 ['Speech', 'Music', 'Camera', 'Outside, urban or manmade']\n",
      "372 ['Music', 'Rock and roll', 'Roll']\n",
      "373 ['Applause', 'Music', 'Crackle']\n",
      "374 ['Music', 'Ambient music']\n",
      "375 ['Music', 'Music of Latin America', 'Salsa music']\n",
      "376 ['Music', 'Skateboard']\n",
      "377 ['Speech', 'Yodeling', 'Music', 'Music of Latin America']\n",
      "378 ['Music', 'Musical instrument', 'Plucked string instrument', 'Banjo', 'Mandolin', 'Bluegrass']\n",
      "379 ['Music', 'Roll']\n",
      "380 ['Music', 'Reggae', 'Salsa music']\n",
      "381 ['Music', 'Musical instrument', 'Flamenco']\n",
      "382 ['Male speech, man speaking', 'Male singing', 'Music', 'Soul music']\n",
      "383 ['Singing', 'Music', 'Ska', 'Song', 'Skateboard']\n",
      "384 ['Speech', 'Music', 'Maraca', 'Jingle (music)']\n",
      "385 ['Animal', 'Domestic animals, pets', 'Dog', 'Bark', 'Bow-wow', 'Canidae, dogs, wolves', 'Music', 'Wind instrument, woodwind instrument']\n",
      "386 ['Music', 'Lullaby']\n",
      "387 ['Heart murmur', 'Music']\n",
      "388 ['Choir', 'Male singing', 'Music']\n",
      "389 ['Chant', 'Music']\n",
      "390 ['Speech', 'Music', 'Single-lens reflex camera']\n",
      "391 ['Music', 'Bang']\n",
      "392 ['Music', 'Ringtone']\n",
      "393 ['Music', 'Pulse']\n",
      "394 ['Music', 'Sitar']\n",
      "395 ['Singing', 'Finger snapping', 'Vocal music', 'A capella']\n",
      "396 ['Music', 'Ambient music', 'New-age music', 'Background music']\n",
      "397 ['Music', 'Clock', 'Tick-tock']\n",
      "398 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Steel guitar, slide guitar']\n",
      "399 ['Whale vocalization', 'Music', 'Ambient music']\n",
      "400 ['Music', 'Electronic tuner']\n",
      "401 ['Music', 'Tap']\n",
      "402 ['Music', 'Techno', 'Trance music']\n",
      "403 ['Singing', 'Music', 'Pop music', 'Zing']\n",
      "404 ['Speech', 'Humming', 'Music']\n",
      "405 ['Speech', 'Yell', 'Music']\n",
      "406 ['Keyboard (musical)', 'Harpsichord']\n",
      "407 ['Music', 'Rhythm and blues']\n",
      "408 ['Music', 'Bell']\n",
      "409 ['Music', 'Reggae']\n",
      "410 ['Speech', 'Music', 'Gurgling']\n",
      "411 ['Music', 'Jazz', 'Dance music']\n",
      "412 ['Speech', 'Music', 'Burst, pop']\n",
      "413 ['Music', 'Boom']\n",
      "414 ['Rapping', 'Music', 'Hip hop music', 'Music of Africa']\n",
      "415 ['Scary music']\n",
      "416 ['Music', 'House music', 'Dubstep', 'Electronic dance music']\n",
      "417 ['Female singing', 'Music']\n",
      "418 ['Music', 'Musical instrument', 'Guitar', 'Bass guitar', 'Acoustic guitar', 'Strum', 'Flamenco']\n",
      "419 ['Speech', 'Music', 'Rustling leaves']\n",
      "420 ['Music', 'Didgeridoo']\n",
      "421 ['Music', 'Traditional music']\n",
      "422 ['Music', 'Buzzer', 'Tick']\n",
      "423 ['Music', 'Electronic music', 'Dubstep']\n",
      "424 ['Music', 'Maraca']\n",
      "425 ['Speech', 'Music', 'Electric toothbrush', 'Inside, large room or hall']\n",
      "426 ['Speech', 'Music', 'Musical instrument', 'Theremin']\n",
      "427 ['Chant', 'Music']\n",
      "428 ['Music', 'Wedding music']\n",
      "429 ['Music', 'Disco', 'Techno', 'Drum and bass', 'Dance music', 'Ringtone']\n",
      "430 ['Female singing', 'Music']\n",
      "431 ['Singing', 'Humming', 'Music', 'Vocal music', 'A capella']\n",
      "432 ['Singing', 'Music', 'Vocal music', 'Gospel music']\n",
      "433 ['Speech', 'Music', 'Skateboard']\n",
      "434 ['Music', 'Theme music', 'Whir']\n",
      "435 ['Speech', 'Music', 'Scary music']\n",
      "436 ['Music', 'Happy music']\n",
      "437 ['Speech', 'Music', 'Electronic tuner']\n",
      "438 ['Music', 'Electric guitar', 'Effects unit', 'Echo', 'Distortion']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "439 ['Music', 'Skateboard']\n",
      "440 ['Music', 'Hip hop music', 'Scary music']\n",
      "441 ['Speech', 'Music', 'Shatter', 'Inside, small room']\n",
      "442 ['Shuffle', 'Music']\n",
      "443 ['Music', 'Didgeridoo']\n",
      "444 ['Music', 'Strum', 'Banjo', 'Mandolin']\n",
      "445 ['Speech', 'Music', 'Buzzer']\n",
      "446 ['Music', 'Drum machine', 'Scratching (performance technique)', 'Scratch']\n",
      "447 ['Bellow', 'Music', 'Inside, large room or hall']\n",
      "448 ['Music', 'Pop music', 'Soundtrack music', 'Dance music', 'Funny music']\n",
      "449 ['Music', 'Burst, pop']\n",
      "450 ['Finger snapping', 'Music', 'Beatboxing']\n",
      "451 ['Speech', 'Yodeling', 'Music', 'Inside, public space']\n",
      "452 ['Choir', 'Music', 'A capella', 'Gospel music']\n",
      "453 ['Mantra', 'Music', 'Vocal music']\n",
      "454 ['Music', 'Music of Latin America', 'Salsa music']\n",
      "455 ['Music', 'Techno', 'Dubstep', 'Drum and bass', 'Trance music']\n",
      "456 ['Music', 'Ambient music']\n",
      "457 ['Music', 'Crunch']\n",
      "458 ['Music', 'Noise']\n",
      "459 ['Music', 'Air horn, truck horn', 'Cacophony']\n",
      "460 ['Music', 'Vibraphone']\n",
      "461 ['Music', 'Pop music', 'Exciting music']\n",
      "462 ['Stomach rumble', 'Music']\n",
      "463 ['Music', 'Musical instrument', 'Doorbell']\n",
      "464 ['Music', 'Musical instrument', 'Guitar', 'Electric guitar', 'Steel guitar, slide guitar', 'Echo']\n",
      "465 ['Speech', 'Music', 'Slosh']\n",
      "466 ['Music', 'Scary music']\n",
      "467 ['Speech', 'Music', 'Bicycle']\n",
      "468 ['Heart murmur', 'Music']\n",
      "469 ['Music', 'Plop']\n",
      "470 ['Music', 'Roll']\n",
      "471 ['Chant', 'Music', 'Carnatic music', 'Background music']\n",
      "472 ['Rapping', 'Music', 'Hip hop music']\n",
      "473 ['Speech', 'Narration, monologue', 'Speech synthesizer', 'Music']\n",
      "474 ['Speech', 'Music', 'Vehicle', 'Bicycle']\n",
      "475 ['Music', 'Musical instrument', 'Timpani', 'Orchestra', 'Brass instrument', 'Classical music']\n",
      "476 ['Music', 'Lullaby']\n",
      "477 ['Music', 'Scratching (performance technique)', 'Disco', 'Scratch']\n",
      "478 ['Singing', 'Music', 'Pop music', 'Independent music', 'Song']\n",
      "479 ['Speech', 'Music', 'Pour']\n",
      "480 ['Music', 'Harmonic']\n",
      "481 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Flamenco']\n",
      "482 ['Speech', 'Music', 'Burst, pop']\n",
      "483 ['Music', 'Soul music']\n",
      "484 ['Music', 'Christian music', 'Music of Asia', 'Song']\n",
      "485 ['Music', 'House music', 'Ping']\n",
      "486 ['Male singing', 'Music']\n",
      "487 ['Music', 'Tender music']\n",
      "488 ['Music', 'Musical instrument', 'Glass']\n",
      "489 ['Music', 'Didgeridoo']\n",
      "490 ['Singing', 'Pop music', 'Zing']\n",
      "491 ['Speech', 'Child singing', 'Music']\n",
      "492 ['Yell', 'Music', 'Blues']\n",
      "493 ['Music', 'Middle Eastern music', 'Traditional music']\n",
      "494 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Mandolin', 'Country']\n",
      "495 ['Speech', 'Music', 'Tap']\n",
      "496 ['Speech', 'Music', 'Steel guitar, slide guitar', 'Strum']\n",
      "497 ['Music', 'Banjo']\n",
      "498 ['Speech', 'Music', 'Rock and roll', 'Roll']\n",
      "499 ['Speech', 'Music', 'Electric shaver, electric razor']\n",
      "500 ['Music', 'Theremin']\n",
      "501 ['Mantra', 'Music', 'Carnatic music']\n",
      "502 ['Speech', 'Music', 'Music of Asia']\n",
      "503 ['Music', 'Christian music']\n",
      "504 ['Singing', 'Music', 'Sitar', 'Music of Asia']\n",
      "505 ['Funny music']\n",
      "506 ['Speech', 'Music', 'Theremin']\n",
      "507 ['Music', 'Wedding music']\n",
      "508 ['Music', 'Guitar', 'Electric guitar', 'Tapping (guitar technique)', 'Heavy metal', 'Distortion']\n",
      "509 ['Speech', 'Animal', 'Domestic animals, pets', 'Whimper (dog)', 'Music']\n",
      "510 ['Yell', 'Music', 'Outside, rural or natural']\n",
      "511 ['Music', 'Rock and roll', 'Roll']\n",
      "512 ['Speech', 'Music', 'Musical instrument', 'Banjo']\n",
      "513 ['Music', 'Acoustic guitar', 'Folk music', 'Middle Eastern music']\n",
      "514 ['Music', 'Electronic music', 'House music']\n",
      "515 ['Speech', 'Throat clearing', 'Music']\n",
      "516 ['Humming', 'Music', 'Inside, large room or hall', 'Outside, rural or natural']\n",
      "517 ['Yell', 'Singing', 'Music', 'Roll']\n",
      "518 ['Humming', 'Music']\n",
      "519 ['Speech', 'Crow', 'Caw', 'Music']\n",
      "520 ['Throat clearing', 'Music']\n",
      "521 ['Music', 'Banjo', 'Music for children']\n",
      "522 ['Speech', 'Male speech, man speaking', 'Music', 'Plop']\n",
      "523 ['Keyboard (musical)', 'Piano', 'Electric piano', 'Organ', 'Electronic organ']\n",
      "524 ['Speech', 'Music', 'Rustling leaves']\n",
      "525 ['Singing', 'Music', 'Country', 'Christian music', 'Song']\n",
      "526 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Effects unit', 'Chorus effect', 'Echo', 'Distortion']\n",
      "527 ['Music', 'Dubstep', 'Drum and bass', 'Electronica', 'Electronic dance music', 'Trance music', 'Dance music']\n",
      "528 ['Music', 'Didgeridoo']\n",
      "529 ['Speech', 'Music', 'Sitar', 'Carnatic music']\n",
      "530 ['Speech', 'Music', 'Beep, bleep']\n",
      "531 ['Rapping', 'Music', 'Hip hop music']\n",
      "532 ['Music', 'Theme music']\n",
      "533 ['Music', 'Ambient music', 'Trance music', 'New-age music']\n",
      "534 ['Music', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Steel guitar, slide guitar', 'Strum']\n",
      "535 ['Speech', 'Music', 'Music for children', 'Boing']\n",
      "536 ['Music', 'Background music', 'Theme music', 'Ringtone']\n",
      "537 ['Speech', 'Buzz', 'Music']\n",
      "538 ['Music', 'Independent music', 'Song', 'Tick-tock']\n",
      "539 ['Rapping', 'Music', 'Soundtrack music']\n",
      "540 ['Speech', 'Music', 'Plucked string instrument', 'Guitar', 'Bass guitar', 'Acoustic guitar', 'Tapping (guitar technique)', 'Strum']\n",
      "541 ['Speech', 'Music', 'Maraca']\n",
      "542 ['Music', 'Sitar']\n",
      "543 ['Screaming', 'Music']\n",
      "544 ['Sigh', 'Music', 'Inside, large room or hall']\n",
      "545 ['Keyboard (musical)', 'Harpsichord']\n",
      "546 ['Music', 'Electronic tuner']\n",
      "547 ['Male singing', 'Synthetic singing', 'Music']\n",
      "548 ['Music', 'Tender music']\n",
      "549 ['Singing', 'Music', 'A capella']\n",
      "550 ['Speech', 'Music', 'Heavy metal', 'Roll']\n",
      "551 ['Speech', 'Animal', 'Domestic animals, pets', 'Meow', 'Caterwaul', 'Music', 'Inside, small room']\n",
      "552 ['Music', 'Rock music', 'Heavy metal', 'Punk rock', 'Progressive rock', 'Psychedelic rock']\n",
      "553 ['Speech', 'Music', 'Thunk']\n",
      "554 ['Speech', 'Whimper', 'Quack', 'Music', 'Inside, large room or hall']\n",
      "555 ['Singing', 'Music', 'Rhythm and blues', 'Soul music', 'Gospel music', 'Jingle (music)']\n",
      "556 ['Chant', 'Music']\n",
      "557 ['Music', 'Disco']\n",
      "558 ['Speech', 'Music', 'Basketball bounce']\n",
      "559 ['Music', 'Television']\n",
      "560 ['Speech', 'Shout', 'Music']\n",
      "561 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Effects unit', 'Echo', 'Distortion']\n",
      "562 ['Speech', 'Music', 'Television']\n",
      "563 ['Speech', 'Music', 'Fusillade']\n",
      "564 ['Speech', 'Wail, moan', 'Music', 'Outside, rural or natural']\n",
      "565 ['Male singing', 'Female singing', 'Child singing', 'Music']\n",
      "566 ['Music', 'Outside, rural or natural', 'Pink noise']\n",
      "567 ['Chant', 'Crowd', 'Music', 'Vocal music']\n",
      "568 ['Singing', 'Music', 'Independent music']\n",
      "569 ['Speech', 'Music', 'Inside, public space']\n",
      "570 ['Music', 'Shatter']\n",
      "571 ['Music', 'Background music', 'Wedding music']\n",
      "572 ['Screaming', 'Music']\n",
      "573 ['Rattle', 'Music']\n",
      "574 ['Speech', 'Animal', 'Roaring cats (lions, tigers)', 'Music']\n",
      "575 ['Music', 'Single-lens reflex camera']\n",
      "576 ['Music', 'Didgeridoo']\n",
      "577 ['Music', 'Shatter']\n",
      "578 ['Yodeling', 'Music', 'Music of Latin America']\n",
      "579 ['Speech', 'Music', 'Crunch']\n",
      "580 ['Whale vocalization', 'Music']\n",
      "581 ['Music', 'Heavy metal', 'Punk rock']\n",
      "582 ['Music', 'Salsa music']\n",
      "583 ['Speech', 'Music', 'Chink, clink']\n",
      "584 ['Choir', 'Male singing', 'Child singing', 'Music']\n",
      "585 ['Speech', 'Music', 'Rock music', 'Electronic music', 'Drum and bass']\n",
      "586 ['Male singing', 'Female singing', 'Music']\n",
      "587 ['Music', 'Radio']\n",
      "588 ['Music', 'Jazz', 'Tender music']\n",
      "589 ['Music', 'Reggae', 'Music of Africa', 'Song']\n",
      "590 ['Music', 'Alarm clock']\n",
      "591 ['Music', 'Carnatic music']\n",
      "592 ['Speech', 'Music', 'Gurgling']\n",
      "593 ['Music', 'Radio']\n",
      "594 ['Speech', 'Music', 'Thunk']\n",
      "595 ['Music', 'Scary music']\n",
      "596 ['Music', 'Field recording']\n",
      "597 ['Music', 'House music', 'Dubstep', 'Drum and bass', 'Electronic dance music', 'Dance music']\n",
      "598 ['Music', 'Crack']\n",
      "599 ['Music', 'Background music']\n",
      "600 ['Music', 'Vibraphone']\n",
      "601 ['Music', 'Christian music', 'Song', 'Christmas music']\n",
      "602 ['Speech', 'Groan', 'Music']\n",
      "603 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Flamenco']\n",
      "604 ['Music', 'Musical instrument', 'Guitar', 'Effects unit', 'Chorus effect', 'Distortion']\n",
      "605 ['Music', 'Gurgling']\n",
      "606 ['Music', 'Musical instrument', 'Blues']\n",
      "607 ['Music', 'Musical instrument', 'Brass instrument', 'Foghorn']\n",
      "608 ['Speech', 'Music', 'Television']\n",
      "609 ['Goat', 'Bleat', 'Music']\n",
      "610 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Effects unit', 'Reverberation', 'Distortion']\n",
      "611 ['Music', 'Harmonic']\n",
      "612 ['Speech', 'Music', 'Buzzer', 'Inside, small room']\n",
      "613 ['Singing', 'Music', 'Harmonic']\n",
      "614 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electronic tuner', 'Inside, small room']\n",
      "615 ['Music', 'Shatter']\n",
      "616 ['Speech', 'Whoop', 'Music']\n",
      "617 ['Music', 'Gospel music']\n",
      "618 ['Music', 'Pulse']\n",
      "619 ['Music', 'Salsa music']\n",
      "620 ['Music', 'Disco', 'House music', 'Techno', 'Electronic dance music', 'Trance music', 'Dance music']\n",
      "621 ['Music', 'Country', 'Bluegrass']\n",
      "622 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Strum', 'Blues']\n",
      "623 ['Speech', 'Hands', 'Music']\n",
      "624 ['Keyboard (musical)', 'Harpsichord']\n",
      "625 ['Music', 'Alarm clock']\n",
      "626 ['Singing', 'Goat', 'Music']\n",
      "627 ['Music', 'Christian music']\n",
      "628 ['Music', 'Didgeridoo']\n",
      "629 ['Music', 'Electric guitar', 'Blues', 'Effects unit', 'Echo', 'Distortion']\n",
      "630 ['Music', 'Scratching (performance technique)']\n",
      "631 ['Speech', 'Music', 'Electric toothbrush', 'Inside, small room']\n",
      "632 ['Music', 'Happy music']\n",
      "633 ['Keyboard (musical)', 'Piano', 'Brass instrument', 'French horn', 'Wind instrument, woodwind instrument']\n",
      "634 ['Music', 'Pop music', 'Echo']\n",
      "635 ['Music', 'Rock music', 'Grunge', 'Progressive rock']\n",
      "636 ['Music', 'Middle Eastern music', 'Music of Asia', 'Music of Bollywood']\n",
      "637 ['Music', 'Doorbell']\n",
      "638 ['Singing', 'Music', 'Ska']\n",
      "639 ['Music', 'Traditional music']\n",
      "640 ['Speech', 'Speech synthesizer', 'Music']\n",
      "641 ['Music', 'Environmental noise']\n",
      "642 ['Music', 'Harmonic']\n",
      "643 ['Speech', 'Music', 'Electric shaver, electric razor']\n",
      "644 ['Music', 'Helicopter']\n",
      "645 ['Music', 'Electric guitar', 'Bass guitar', 'Tapping (guitar technique)', 'Heavy metal', 'Effects unit', 'Distortion']\n",
      "646 ['Music', 'Typing', 'Computer keyboard']\n",
      "647 ['Music', 'Grunge']\n",
      "648 ['Speech', 'Music', 'Telephone bell ringing']\n",
      "649 ['Music', 'Theremin', 'Opera', 'Background music']\n",
      "650 ['Speech', 'Buzz', 'Music']\n",
      "651 ['Speech', 'Music', 'Musical instrument', 'Effects unit', 'Chorus effect', 'Inside, small room']\n",
      "652 ['Speech', 'Male speech, man speaking', 'Music', 'Glass', 'Breaking']\n",
      "653 ['Music', 'Musical instrument', 'Synthesizer', 'Sampler', 'Drum machine', 'House music', 'Techno', 'Dubstep', 'Electronic dance music', 'Trance music', 'Afrobeat']\n",
      "654 ['Speech', 'Music', 'Doorbell']\n",
      "655 ['Music', 'Rattle (instrument)']\n",
      "656 ['Speech', 'Music', 'Ice cream truck, ice cream van', 'Clock', 'Tick-tock']\n",
      "657 ['Music', 'Toot', 'Outside, urban or manmade']\n",
      "658 ['Music', 'Psychedelic rock', 'Soul music', 'Independent music', 'Song']\n",
      "659 ['Speech', 'Music', 'Television']\n",
      "660 ['Musical instrument', 'Plucked string instrument', 'Guitar', 'Tick']\n",
      "661 ['Swing music']\n",
      "662 ['Speech', 'Whoop', 'Singing', 'Music', 'Pop music']\n",
      "663 ['Music', 'Ding-dong']\n",
      "664 ['Keyboard (musical)', 'Harpsichord']\n",
      "665 ['Music', 'Traditional music']\n",
      "666 ['Keyboard (musical)', 'Harpsichord']\n",
      "667 ['Music', 'Breaking']\n",
      "668 ['Speech', 'Laughter', 'Singing', 'Female singing', 'Synthetic singing', 'Music']\n",
      "669 ['Sheep', 'Music']\n",
      "670 ['Music', 'Burst, pop']\n",
      "671 ['Music', 'Funny music']\n",
      "672 ['Music', 'Glass', 'Shatter']\n",
      "673 ['Music', 'Printer']\n",
      "674 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Chorus effect', 'Inside, small room', 'Distortion']\n",
      "675 ['Music', 'Soul music', 'Disco']\n",
      "676 ['Music', 'Techno', 'Dubstep', 'Electronica', 'Electronic dance music', 'Trance music']\n",
      "677 ['Music', 'Music of Latin America', 'Salsa music']\n",
      "678 ['Sigh', 'Vocal music']\n",
      "679 ['Music', 'Independent music']\n",
      "680 ['Humming', 'Music']\n",
      "681 ['Music', 'Tender music']\n",
      "682 ['Speech', 'Music', 'Rumble']\n",
      "683 ['Speech', 'Music', 'Chink, clink']\n",
      "684 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Bass guitar', 'Tapping (guitar technique)']\n",
      "685 ['Music', 'Jazz']\n",
      "686 ['Male singing', 'Synthetic singing', 'Music']\n",
      "687 ['Rattle', 'Music']\n",
      "688 ['Speech', 'Music', 'House music', 'Electronic dance music', 'Squeal']\n",
      "689 ['Music', 'Synthesizer', 'Echo']\n",
      "690 ['Music', 'Maraca']\n",
      "691 ['Music', 'Rhythm and blues', 'Soul music', 'Independent music']\n",
      "692 ['Singing', 'Choir', 'Music', 'Pop music', 'A capella', 'Song']\n",
      "693 ['Music', 'Reverberation']\n",
      "694 ['Speech', 'Music', 'Funny music']\n",
      "695 ['Singing', 'Music', 'Ukulele']\n",
      "696 ['Music', 'Angry music']\n",
      "697 ['Music', 'Rustling leaves']\n",
      "698 ['Music', 'Tender music']\n",
      "699 ['Speech', 'Music', 'Eruption']\n",
      "700 ['Singing', 'Rattle', 'Music', 'Salsa music']\n",
      "701 ['Music', 'Middle Eastern music', 'Music of Bollywood']\n",
      "702 ['Bellow', 'Music', 'Techno', 'Electronic dance music']\n",
      "703 ['Music', 'Rock music', 'Heavy metal', 'Punk rock', 'Grunge', 'Progressive rock', 'Psychedelic rock', 'Independent music']\n",
      "704 ['Speech', 'Animal', 'Domestic animals, pets', 'Dog', 'Music', 'Ukulele']\n",
      "705 ['Speech', 'Music', 'Fireworks']\n",
      "706 ['Music', 'Breaking', 'Inside, small room']\n",
      "707 ['Music', 'Boom']\n",
      "708 ['Hands', 'Music']\n",
      "709 ['Music', 'Angry music']\n",
      "710 ['Music', 'Guitar', 'Electronic tuner']\n",
      "711 ['Giggle', 'Music', 'Buzzer']\n",
      "712 ['Music', 'Flamenco']\n",
      "713 ['Duck', 'Music']\n",
      "714 ['Speech', 'Music', 'Single-lens reflex camera']\n",
      "715 ['Music', 'Beatboxing']\n",
      "716 ['Music', 'Electric guitar', 'Blues']\n",
      "717 ['Rock music', 'Punk rock', 'Progressive rock', 'Ska']\n",
      "718 ['Music', 'A capella', 'Music of Africa', 'Liquid', 'Drip']\n",
      "719 ['Middle Eastern music']\n",
      "720 ['Music', 'Theremin', 'Outside, rural or natural']\n",
      "721 ['Speech', 'Music', 'Vehicle', 'Car', 'Plop']\n",
      "722 ['Music', 'Grunge']\n",
      "723 ['Speech', 'Buzz', 'Music']\n",
      "724 ['Singing', 'Music', 'Ska']\n",
      "725 ['Music', 'Music of Latin America', 'Ska']\n",
      "726 ['Speech', 'Music', 'Vehicle', 'Bicycle']\n",
      "727 ['Music', 'Heavy metal', 'Reverberation']\n",
      "728 ['Music', 'Clatter']\n",
      "729 ['Speech', 'Crow', 'Caw', 'Music']\n",
      "730 ['Music', 'Tambourine']\n",
      "731 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Bass guitar', 'Rock music', 'Progressive rock', 'Video game music', 'Cacophony']\n",
      "732 ['Speech', 'Music', 'Breaking']\n",
      "733 ['Music', 'Ska']\n",
      "734 ['Music', 'Electronic music']\n",
      "735 ['Music', 'House music', 'Electronica', 'Song']\n",
      "736 ['Speech', 'Music', 'Fire', 'Explosion']\n",
      "737 ['Speech', 'Music', 'Ice cream truck, ice cream van']\n",
      "738 ['Speech', 'Music', 'Spray']\n",
      "739 ['Singing', 'Female singing', 'Music']\n",
      "740 ['Music', 'Angry music']\n",
      "741 ['Animal', 'Dog', 'Yip', 'Whimper (dog)', 'Music']\n",
      "742 ['Music', 'Vehicle', 'Typewriter']\n",
      "743 ['Speech', 'Music', 'Drip']\n",
      "744 ['Keyboard (musical)', 'Harpsichord']\n",
      "745 ['Synthetic singing', 'Music', 'Outside, urban or manmade']\n",
      "746 ['Music', 'Traditional music']\n",
      "747 ['Singing', 'Yodeling', 'Music']\n",
      "748 ['Duck', 'Quack', 'Music']\n",
      "749 ['Speech', 'Music', 'Bang']\n",
      "750 ['Stomach rumble', 'Music']\n",
      "751 ['Speech', 'Animal', 'Horse', 'Neigh, whinny', 'Music']\n",
      "752 ['Music', 'Theme music']\n",
      "753 ['Music', 'Theme music', 'Christmas music']\n",
      "754 ['Finger snapping', 'Music']\n",
      "755 ['Music', 'Radio']\n",
      "756 ['Speech', 'Rattle', 'Music']\n",
      "757 ['Music', 'Radio']\n",
      "758 ['Music', 'Maraca']\n",
      "759 ['Music', 'Musical instrument', 'Steelpan']\n",
      "760 ['Male singing', 'Synthetic singing', 'Music']\n",
      "761 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Effects unit', 'Reverberation', 'Distortion']\n",
      "762 ['Music', 'Theme music']\n",
      "763 ['Music', 'Scissors']\n",
      "764 ['Whale vocalization', 'Music']\n",
      "765 ['Music', 'Eruption']\n",
      "766 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Ukulele', 'Rattle (instrument)']\n",
      "767 ['Music', 'Ringtone']\n",
      "768 ['Music', 'Tambourine']\n",
      "769 ['Speech', 'Animal', 'Domestic animals, pets', 'Dog', 'Music', 'Thunk']\n",
      "770 ['Music', 'Sampler', 'Drum machine', 'Disco', 'Techno', 'Electronica', 'Electronic dance music', 'Dance music']\n",
      "771 ['Music', 'Rock music', 'Heavy metal', 'Punk rock', 'Grunge']\n",
      "772 ['Music', 'Independent music']\n",
      "773 ['Music', 'Musical instrument', 'Synthesizer', 'Drum machine', 'Soundtrack music']\n",
      "774 ['Music', 'Banjo', 'Bluegrass', 'Traditional music']\n",
      "775 ['Speech', 'Music', 'Typewriter']\n",
      "776 ['Singing', 'Music', 'Tender music']\n",
      "777 ['Music', 'Sad music']\n",
      "778 ['Music', 'Tender music']\n",
      "779 ['Music', 'Ambient music']\n",
      "780 ['Singing', 'Music', 'Pop music', 'Bang']\n",
      "781 ['Music', 'Pulse']\n",
      "782 ['Music', 'Boom']\n",
      "783 ['Music', 'Bang']\n",
      "784 ['Female singing', 'Music']\n",
      "785 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Strum', 'Jazz']\n",
      "786 ['Speech', 'Yell', 'Singing', 'Music', 'Outside, urban or manmade']\n",
      "787 ['Speech', 'Animal', 'Domestic animals, pets', 'Cat', 'Meow', 'Caterwaul', 'Music']\n",
      "788 ['Keyboard (musical)', 'Harpsichord']\n",
      "789 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Bass guitar', 'Foghorn']\n",
      "790 ['Synthetic singing', 'Music', 'Inside, small room']\n",
      "791 ['Music', 'Guitar', 'Electric guitar', 'Blues']\n",
      "792 ['Music', 'Lullaby']\n",
      "793 ['Speech', 'Pig', 'Music']\n",
      "794 ['Music', 'Musical instrument', 'Sitar', 'Folk music', 'Carnatic music']\n",
      "795 ['Rattle', 'Music', 'Rattle (instrument)', 'Inside, small room']\n",
      "796 ['Music', 'Ding-dong']\n",
      "797 ['Music', 'Music of Asia', 'Bang']\n",
      "798 ['Music', 'Funk', 'Disco']\n",
      "799 ['Music', 'Plop']\n",
      "800 ['Music', 'Opera']\n",
      "801 ['Speech', 'Cough', 'Music']\n",
      "802 ['Music', 'Angry music']\n",
      "803 ['Music', 'Timpani']\n",
      "804 ['Speech', 'Shout', 'Music']\n",
      "805 ['Music', 'Sampler', 'Roll']\n",
      "806 ['Speech', 'Music', 'Mandolin', 'Ukulele']\n",
      "807 ['Music', 'Plucked string instrument', 'Acoustic guitar', 'Strum', 'Flamenco']\n",
      "808 ['Music', 'Angry music']\n",
      "809 ['Music', 'Musical instrument', 'Drum kit', 'Drum', 'Snare drum', 'Cymbal', 'Hi-hat', 'Bell']\n",
      "810 ['Music', 'Scratching (performance technique)', 'Scratch']\n",
      "811 ['Singing', 'Choir', 'Music', 'Vocal music', 'A capella', 'Song']\n",
      "812 ['Speech', 'Music', 'Thunk']\n",
      "813 ['Speech', 'Music', 'Typewriter']\n",
      "814 ['Music', 'Folk music', 'Middle Eastern music', 'Music of Asia', 'Music of Bollywood']\n",
      "815 ['Music', 'Electric guitar', 'Echo']\n",
      "816 ['Singing', 'Music', 'Middle Eastern music', 'Carnatic music', 'Music of Bollywood', 'Song']\n",
      "817 ['Music', 'Music of Latin America', 'Flamenco']\n",
      "818 ['Music', 'Tambourine']\n",
      "819 ['Speech', 'Music', 'Disco', 'Techno', 'Drum and bass', 'Electronic dance music', 'Scrape']\n",
      "820 ['Speech', 'Music', 'Thunk']\n",
      "821 ['Music', 'Angry music']\n",
      "822 ['Speech', 'Music', 'New-age music']\n",
      "823 ['Stomach rumble', 'Music', 'Synthesizer']\n",
      "824 ['Speech', 'Bow-wow', 'Music', 'Television']\n",
      "825 ['Keyboard (musical)', 'Harpsichord']\n",
      "826 ['Choir', 'Female singing', 'Music']\n",
      "827 ['Music', 'Disco', 'Music of Africa']\n",
      "828 ['Speech', 'Music', 'Boom']\n",
      "829 ['Speech', 'Music', 'Television']\n",
      "830 ['Speech', 'Female singing', 'Child singing', 'Music']\n",
      "831 ['Speech', 'Music', 'Air brake']\n",
      "832 ['Music', 'Didgeridoo']\n",
      "833 ['Music', 'House music', 'Techno', 'Dubstep', 'Electronic dance music', 'Dance music', 'Burst, pop']\n",
      "834 ['Speech', 'Child speech, kid speaking', 'Belly laugh', 'Music']\n",
      "835 ['Speech', 'Music', 'Crumpling, crinkling']\n",
      "836 ['Music', 'Musical instrument', 'Plucked string instrument', 'Electronic tuner']\n",
      "837 ['Music', 'Rock and roll', 'Reggae', 'Swing music', 'Funk', 'Ska']\n",
      "838 ['Music', 'Bowed string instrument', 'Swing music']\n",
      "839 ['Wedding music']\n",
      "840 ['Music', 'Musical instrument', 'Orchestra', 'Brass instrument', 'Classical music']\n",
      "841 ['Speech', 'Hubbub, speech noise, speech babble', 'Music', 'Outside, urban or manmade']\n",
      "842 ['Music', 'Exciting music', 'Race car, auto racing', 'Accelerating, revving, vroom']\n",
      "843 ['Speech', 'Chatter', 'Music', 'Inside, large room or hall']\n",
      "844 ['Music', 'Scratching (performance technique)']\n",
      "845 ['Music', 'Drum kit', 'Drum', 'Jazz']\n",
      "846 ['Speech', 'Music', 'Echo']\n",
      "847 ['Keyboard (musical)', 'Piano', 'Electric piano']\n",
      "848 ['Music', 'Soundtrack music', 'Cacophony']\n",
      "849 ['Music', 'Electronic music', 'Electronic dance music', 'Dance music']\n",
      "850 ['Music', 'Drum machine', 'Scratching (performance technique)']\n",
      "851 ['Music', 'Cacophony']\n",
      "852 ['Music', 'Dial tone']\n",
      "853 ['Speech', 'Music', 'Inside, large room or hall', 'Sidetone']\n",
      "854 ['Music', 'Angry music']\n",
      "855 ['Speech', 'Music', 'Shuffling cards']\n",
      "856 ['Music', 'Jingle (music)']\n",
      "857 ['Speech', 'Hands', 'Music']\n",
      "858 ['Humming', 'Music']\n",
      "859 ['Music', 'Salsa music', 'Music of Africa', 'Afrobeat', 'Soundtrack music']\n",
      "860 ['Music', 'New-age music', 'Background music', 'Theme music', 'Soundtrack music']\n",
      "861 ['Music', 'Chorus effect']\n",
      "862 ['Music', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Steel guitar, slide guitar', 'Strum']\n",
      "863 ['Music', 'Ambient music']\n",
      "864 ['Music', 'Guitar', 'Electric guitar', 'Theremin', 'Distortion']\n",
      "865 ['Music', 'House music', 'Techno', 'Dubstep', 'Drum and bass', 'Electronic dance music', 'Christian music', 'Dance music']\n",
      "866 ['Music', 'Exciting music']\n",
      "867 ['Hubbub, speech noise, speech babble', 'Music']\n",
      "868 ['Music', 'Eruption']\n",
      "869 ['Keyboard (musical)', 'Harpsichord']\n",
      "870 ['Music', 'Rhythm and blues', 'Funk']\n",
      "871 ['Music', 'Pour']\n",
      "872 ['Speech', 'Bellow', 'Music', 'Outside, urban or manmade']\n",
      "873 ['Rapping', 'Music', 'Hip hop music']\n",
      "874 ['Music', 'Vibraphone']\n",
      "875 ['Heart murmur', 'Music']\n",
      "876 ['Music', 'Techno', 'Dubstep', 'Electronic dance music', 'Dance music', 'Rumble']\n",
      "877 ['Keyboard (musical)', 'Piano', 'Electric piano']\n",
      "878 ['Music', 'Noise']\n",
      "879 ['Singing', 'Music', 'Scratching (performance technique)', 'Pop music', 'Music of Asia', 'Song']\n",
      "880 ['Rock music', 'Punk rock', 'Progressive rock', 'Psychedelic rock']\n",
      "881 ['Music', 'Electric guitar', 'Tapping (guitar technique)', 'Distortion']\n",
      "882 ['Speech', 'Music', 'Drum machine', 'Exciting music']\n",
      "883 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Bass guitar', 'Effects unit', 'Distortion']\n",
      "884 ['Music', 'Maraca', 'Beatboxing']\n",
      "885 ['Speech', 'Music', 'Musical instrument', 'Plucked string instrument', 'Ukulele']\n",
      "886 ['Music', 'Vibraphone']\n",
      "887 ['Music', 'Inside, large room or hall', 'Cacophony']\n",
      "888 ['Speech', 'Music', 'Ding-dong']\n",
      "889 ['Speech', 'Music', 'Scary music']\n",
      "890 ['Speech', 'Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Acoustic guitar', 'Flamenco']\n",
      "891 ['Vibraphone', 'Wedding music']\n",
      "892 ['Speech', 'Neigh, whinny', 'Music']\n",
      "893 ['Music', 'Scratch']\n",
      "894 ['Speech', 'Music', 'Tender music']\n",
      "895 ['Chant', 'Music']\n",
      "896 ['Music', 'Wedding music']\n",
      "897 ['Music', 'Ska']\n",
      "898 ['Male singing', 'Synthetic singing', 'Music']\n",
      "899 ['Rapping', 'Music', 'Hip hop music', 'Rhythm and blues', 'Zing']\n",
      "900 ['Music', 'Guitar', 'Music of Latin America', 'Salsa music', 'Music of Africa', 'Dance music']\n",
      "901 ['Speech', 'Hubbub, speech noise, speech babble', 'Music', 'Inside, large room or hall']\n",
      "902 ['Applause', 'Music']\n",
      "903 ['Speech', 'Music', 'Cash register']\n",
      "904 ['Music', 'Sitar']\n",
      "905 ['Music', 'Wedding music']\n",
      "906 ['Music', 'Funk', 'Dance music', 'Funny music']\n",
      "907 ['Music', 'Skidding', 'Tire squeal', 'Race car, auto racing']\n",
      "908 ['Music', 'Plucked string instrument', 'Reverberation']\n",
      "909 ['Sneeze', 'Music', 'Crunch']\n",
      "910 ['Speech', 'Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Bass guitar', 'Tapping (guitar technique)']\n",
      "911 ['Speech', 'Yell', 'Music', 'Outside, urban or manmade']\n",
      "912 ['Singing', 'Music', 'Swing music', 'Jazz']\n",
      "913 ['Speech', 'Music', 'Ping']\n",
      "914 ['Rattle', 'Music']\n",
      "915 ['Synthetic singing', 'Music']\n",
      "916 ['Female singing', 'Music']\n",
      "917 ['Music', 'Tapping (guitar technique)', 'Banjo']\n",
      "918 ['Speech', 'Music', 'Tender music']\n",
      "919 ['Speech', 'Music', 'Bang']\n",
      "920 ['Music', 'Tick-tock']\n",
      "921 ['Synthesizer', 'Soundtrack music']\n",
      "922 ['Music', 'Sad music']\n",
      "923 ['Speech', 'Music', 'Thunk', 'Outside, rural or natural']\n",
      "924 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Bass guitar', 'Tapping (guitar technique)', 'Effects unit', 'Chorus effect', 'Distortion']\n",
      "925 ['Music', 'Song', 'Jingle (music)', 'Lullaby']\n",
      "926 ['Music', 'Cash register']\n",
      "927 ['Music', 'Busy signal']\n",
      "928 ['Music', 'Guitar', 'Electric guitar', 'Tapping (guitar technique)', 'Effects unit', 'Chorus effect', 'Distortion']\n",
      "929 ['Music', 'Background music', 'Theme music', 'Sad music']\n",
      "930 ['Speech', 'Whoop', 'Yell', 'Music']\n",
      "931 ['Music', 'Music of Bollywood']\n",
      "932 ['Speech', 'Music', 'Sitar']\n",
      "933 ['Music', 'Rock music', 'Progressive rock', 'Independent music', 'Song']\n",
      "934 ['Chant', 'Mantra', 'Music']\n",
      "935 ['Music', 'Tap']\n",
      "936 ['Music', 'Ukulele']\n",
      "937 ['Music', 'Music for children', 'Christmas music']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "938 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Electric guitar', 'Steel guitar, slide guitar', 'Blues']\n",
      "939 ['Speech', 'Applause', 'Music']\n",
      "940 ['Speech', 'Music', 'Music for children', 'Jingle (music)', 'Christmas music']\n",
      "941 ['Speech', 'Sigh', 'Music']\n",
      "942 ['Humming', 'Music']\n",
      "943 ['Music', 'Independent music']\n",
      "944 ['Singing', 'Music', 'Ska']\n",
      "945 ['Music', 'Swing music', 'Independent music']\n",
      "946 ['Speech', 'Music', 'Bass guitar', 'Synthesizer', 'Drum machine', 'Distortion']\n",
      "947 ['Speech', 'Music', 'Telephone bell ringing']\n",
      "948 ['Jingle (music)']\n",
      "949 ['Music', 'Jazz']\n",
      "950 ['Music', 'Ambient music']\n",
      "951 ['Music', 'Heavy metal', 'Pulse']\n",
      "952 ['Speech', 'Music', 'Funny music']\n",
      "953 ['Speech', 'Music', 'Vehicle horn, car horn, honking']\n",
      "954 ['Speech', 'Music', 'Telephone bell ringing']\n",
      "955 ['Speech', 'Chuckle, chortle', 'Clapping', 'Applause', 'Music']\n",
      "956 ['Music', 'Vehicle', 'Bicycle']\n",
      "957 ['Speech', 'Music', 'Slosh']\n",
      "958 ['Speech', 'Music', 'Doorbell']\n",
      "959 ['Carnatic music']\n",
      "960 ['Grunt', 'Music', 'Inside, small room']\n",
      "961 ['Roar', 'Music', 'Inside, large room or hall']\n",
      "962 ['Music', 'Musical instrument', 'Piano', 'Harpsichord', 'Bowed string instrument', 'Cello', 'Classical music']\n",
      "963 ['Music', 'Musical instrument', 'Plucked string instrument', 'Guitar', 'Effects unit', 'Reverberation', 'Distortion']\n",
      "964 ['Music', 'Disco']\n",
      "965 ['Music', 'Maraca', 'Salsa music', 'Song']\n",
      "966 ['Music', 'Video game music', 'Funny music']\n",
      "967 ['Music', 'Synthesizer', 'Sampler', 'Drum machine', 'Scratching (performance technique)', 'Scratch']\n",
      "968 ['Music', 'Vibraphone', 'Inside, small room']\n",
      "969 ['Speech', 'Whimper (dog)', 'Music']\n",
      "970 ['Singing', 'Music', 'Happy music']\n",
      "971 ['Pop music', 'Dance music', 'Bang']\n",
      "972 ['Mouse', 'Music']\n",
      "973 ['Speech', 'Music', 'Tick']\n",
      "974 ['Singing', 'Yodeling', 'Music']\n",
      "975 ['Quack', 'Music']\n",
      "976 ['Music', 'Banjo', 'Bluegrass']\n",
      "977 ['Music', 'Lullaby']\n",
      "978 ['Music', 'Dubstep', 'Drum and bass']\n",
      "979 ['Music', 'Swing music', 'Funny music']\n",
      "980 ['Speech', 'Music', 'Burst, pop']\n",
      "981 ['Keyboard (musical)', 'Piano', 'Electric piano']\n",
      "982 ['Humming', 'Music']\n",
      "983 ['Music', 'Angry music']\n",
      "984 ['Music', 'Hip hop music', 'Disco', 'Techno', 'Dubstep', 'Trance music', 'Dance music']\n",
      "985 ['Speech', 'Wail, moan', 'Music']\n",
      "986 ['Music', 'Harmonic']\n",
      "987 ['Speech', 'Throat clearing', 'Music']\n",
      "988 ['Music', 'Didgeridoo']\n",
      "989 ['Speech', 'Gasp', 'Music', 'Vehicle', 'Car', 'Accelerating, revving, vroom']\n",
      "990 ['Music', 'Soul music', 'Funk', 'Music of Africa']\n",
      "991 ['Speech', 'Music', 'Waterfall', 'Splash, splatter']\n",
      "992 ['Music', 'Rattle (instrument)', 'Folk music']\n",
      "993 ['Meow', 'Music', 'Classical music']\n",
      "994 ['Music', 'Electronic music', 'Dubstep', 'Ringtone']\n",
      "995 ['Music', 'Christian music']\n",
      "996 ['Keyboard (musical)', 'Organ', 'Hammond organ', 'Harpsichord']\n",
      "997 ['Singing', 'Female singing', 'Music', 'Classical music', 'Carnatic music']\n",
      "998 ['Music', 'Sampler', 'Drum machine', 'Disco']\n",
      "999 ['Humming', 'Music']\n"
     ]
    }
   ],
   "source": [
    "## Use this list for reference of the music types in the dataset\n",
    "for index in range(len(music_dataset[:1000])):\n",
    "    sample = music_dataset[index]\n",
    "    music_labels = [music_dict[idx] for idx in sample['label']]\n",
    "    print(index, music_labels)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "0:00 Overview\n",
    "2:21 AudiSet Dataset\n",
    "6:15 Embedding Generator\n",
    "9:46 Code: Generate Embedding from WAV\n",
    "16:30 Code: AudioSet Processing\n",
    "24:55 ANNOY Explained\n",
    "34:33 Recommendation Engine Code with ANNOY"
   ]
  }
 ],
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