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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-146) Implement speech recognition examples
Date Sun, 20 Mar 2016 14:37:33 GMT

    [ https://issues.apache.org/jira/browse/SINGA-146?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15203314#comment-15203314
] 

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

Raunaq,

The expectation (or goals) for this project is explained below.
You can implement two speech recognition examples, e.g., one for the first phase (till the
mid-term) and the other one for the second phase.
-------------
We expect to get one or two speech recognition examples like AlexNet for image classification.
Particularly, we need the detailed instructions on preparing the (training/test) dataset,
conducting the training and the test. We expect to see comparable performance as reported
by other systems or in the papers where the models were published.

> 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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