[GitHub] seujung commented on a change in pull request #13735: update wavenet codes

[GitBox <gi...@apache.org>]

seujung commented on a change in pull request #13735: update wavenet codes
URL: https://github.com/apache/incubator-mxnet/pull/13735#discussion_r252939045
 
 

 ##########
 File path: example/gluon/wavenet/README.md
 ##########
 @@ -0,0 +1,53 @@
+# WaveNet with Gluon
+
+Gluon implementation of [WaveNet: A Generative Model for Raw Audio](https://arxiv.org/abs/1609.03499)
+
+![net_structure1](assets/net_struc1.png)
+![net_structure2](assets/net_struc2.png)
+
+## Requirements
+- Python 3.6.1
+- Mxnet 1.2
+- tqdm
+- scipy.io
+
+
+## Usage
+
+- arguments
+  - batch_size : Define batch size (defualt=64)
+  - epochs : Define the total epoches (default=1000)
+  - mu : Define mu value for [mu-law algorithm](https://en.wikipedia.org/wiki/%CE%9C-law_algorithm) (default=128)
+  - n_residue : Define number of residue (default=24)
+  - dilation_depth : Define dilation depth (default=10)
+  - use_gpu : whether or not to use the GPU (default=True)
+  - generation : whether or not to generate a wave 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
+![epoch0](assets/progress_epoch0.png)
 
 Review comment:
   complete changing image link

----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on GitHub and use the
URL above to go to the specific comment.
 
For queries about this service, please contact Infrastructure at:
users@infra.apache.org


With regards,
Apache Git Services