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;