From commits-return-73510-archive-asf-public=cust-asf.ponee.io@mxnet.incubator.apache.org Fri Feb 1 05:47:27 2019 Return-Path: X-Original-To: archive-asf-public@cust-asf.ponee.io Delivered-To: archive-asf-public@cust-asf.ponee.io Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by mx-eu-01.ponee.io (Postfix) with SMTP id CC3F818067E for ; Fri, 1 Feb 2019 06:47:26 +0100 (CET) Received: (qmail 5886 invoked by uid 500); 1 Feb 2019 05:47:25 -0000 Mailing-List: contact commits-help@mxnet.incubator.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Reply-To: dev@mxnet.incubator.apache.org Delivered-To: mailing list commits@mxnet.incubator.apache.org Received: (qmail 5867 invoked by uid 99); 1 Feb 2019 05:47:25 -0000 Received: from ec2-52-202-80-70.compute-1.amazonaws.com (HELO gitbox.apache.org) (52.202.80.70) by apache.org (qpsmtpd/0.29) with ESMTP; Fri, 01 Feb 2019 05:47:25 +0000 From: GitBox To: commits@mxnet.apache.org Subject: [GitHub] seujung commented on a change in pull request #13735: update wavenet codes Message-ID: <154900004493.29195.15906102530180458984.gitbox@gitbox.apache.org> Date: Fri, 01 Feb 2019 05:47:24 -0000 Content-Type: text/plain; charset=utf-8 Content-Transfer-Encoding: 8bit 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