Awesome
WaveNet with Gluon
Gluon implementation of WaveNet: A Generative Model for Raw Audio
Requirements
- Python 3.6.1
- Mxnet 1.2
- tqdm
- scipy.io
Usage
- arguments
- batch_size : Define batch size (defualt=64)
- epoches : Define total epoches (default=1000)
- mu : Define mu (default=128)
- n_residue : Define number of residue (default=24)
- dilation_depth : Define dilation depth (default=10)
- use_gpu : Use GPU (default=True)
- generation : generate wav file for model (default=True)
default setting
python main.py
or
manual setting
python main.py --batch_size=32 --epoches=100 ...
Train progress
0 epoch
200 epoch
400 epoch
Results
