Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure

Description

A conditional melody generative system. Paper link:

Getting Started

Results and data format

Kindly check the result demo folder for the generated results. For input data format check the npy files in the result demo folder.

Dependencies

tensorflow 1.14
midiutil
numpy
pandas

Getting started

Training script: run_xx.sh; Generation script: generate_xx.sh; Evaluation script: comp_successbar_ratio.py
2t_fc: 2 tier without acc. time info;
3t_fc: 3 tier without acc. time info;
adrm2t_fc: 2 tier with acc. time info;
adrm3t_fc: 3 tier with acc. time info;
adrm3t_fc_rs: 3 tier with acc. time info with residual conn.;
bln_attn_fc: baseline attentionrnn;
bln_fc: baseline vanila rnn;