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


wangwei commented on SINGA-146:


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:
>             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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