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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-146) Implement speech recognition examples
Date Tue, 22 Mar 2016 08:47:25 GMT

    [ https://issues.apache.org/jira/browse/SINGA-146?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15206003#comment-15206003
] 

wangwei commented on SINGA-146:
-------------------------------

SINGA has two loss layers:
1. softmax+cross-entropy
2. squared euclidean distance

pls check the loss function in the paper.

> Implement speech recognition examples
> -------------------------------------
>
>                 Key: SINGA-146
>                 URL: https://issues.apache.org/jira/browse/SINGA-146
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>              Labels: gsoc, gsoc2016, mentor
>
> Speech recognition is a major application of deep learning models. The other two major
applications are about computer vision and NLP.
> SINGA has provided examples for image classification and language modelling. We are going
to provide a few examples about speech recognition application, e.g., CTC and DBN-DNN.



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