SusPedal-Gen

This is the official repository of Learning to Generate Piano Music With Sustain Pedals

• Demo Page

Dataset

The dataset used in this project, AIlabs.tw Pop1K7, can be found here.

Environment

1. Install PyTorch and fast transformer:

   • torch==1.7.0 (Please install it according to your CUDA version.)

   • fast transformer :

     pip install --user pytorch-fast-transformers 
     

     or refer to the original repository

2. Other requirements:

   pip install -r requirements.txt
   

Usage

Pre-trained models are not included in this repository

Data Preparation

• To be completed...

Train/Inference

• Change the MODE to train or inference on lines 36 & 37

Cite This Paper

@article{
	{SusPedal},
	author = {Ching, Joann and Yi-Hsuan, Yang},
	title = {Learning to Generate Piano Music With Sustain Pedals},
	booktitle = {arXiv preprint arXiv:2111.01216},
	year = {2021}
}