The Interface of Loop Generation

This repository is the implementation of "The Interface of Symbolic Music Loop Generation Conditioned on Musical Metadata".

Getting Started

Environments

• Python 3.10.12
• Ubuntu 20.04.5 LTS
• CUDA version: 11.8/12.0
• NVIDIA driver version: 520.xx.xx/525.xx.xx
• Read requirements.txt for other Python libraries

Demo Interface

http://52.78.242.81:7002/

Appreciation

I have learned a lot and reused available codes from dvruette FIGARO for the data preprocess, lucidrains vit-pytorch for the basic structure of Transformer, and xformers for advanced techniques.

References

Sangjun Han, Hyeongrae Ihm, Woohyung Lim (LG AI Research), "The Interface of Symbolic Music Loop Generation Conditioned on Musical Metadata"