“ASR:2015-04-08”版本间的差异

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==Speech Processing ==
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=== AM development ===
  
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==== Environment ====
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* grid-11 often shut down automatically, too slow computation speed.
 +
 +
 +
==== RNN AM====
 +
* details at http://liuc.cslt.org/pages/rnnam.html
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* tuning parameters on monophone NN
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* run using wsj,MPE 
 +
 +
 +
==== Mic-Array ====
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* investigate alpha parameter in time domian and frquency domain
 +
* ALPHA>=0
 +
 +
 +
====Convolutive network====
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* HOLD
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:* CNN + DNN feature fusion
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====RNN-DAE(Deep based Auto-Encode-RNN)====
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* HOLD -Zhiyong
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* http://cslt.riit.tsinghua.edu.cn/cgi-bin/cvss/cvss_request.pl?account=zhangzy&step=view_request&cvssid=261
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 +
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===Speaker ID=== 
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:* DNN-based sid --Yiye
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:* Decode --Yiye
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:* http://cslt.riit.tsinghua.edu.cn/cgi-bin/cvss/cvss_request.pl?account=zhangzy&step=view_request&cvssid=327
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 +
===Ivector based ASR===
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:* http://cslt.riit.tsinghua.edu.cn/cgi-bin/cvss/cvss_request.pl?step=view_request&cvssid=340
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:* Ivector dimention is smaller, performance is better
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:* Augument to hidden layer is better than input layer
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:* train on wsj(testbase dev93+evl92)
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==Text Processing==
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===tag LM===
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* similar word extension in FST
 +
:* check the formula using Bayes and experiment
 +
:* add more test data
 +
:* test the baseline(no weight) and different weight method
 +
 +
====RNN LM====
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*rnn
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:* code the character-lm using Theano
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*lstm+rnn
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:* check the lstm-rnnlm code about how to Initialize and update learning rate.(hold)
 +
 +
====W2V based doc classification====
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* reproducible test using English data
 +
* Code new version spherical word vector.
 +
* Accomplish movMF model
 +
 +
===Translation===
 +
* v5.0 demo released
 +
:* cut the dict and use new segment-tool
 +
 +
===Sparse NN in NLP===
 +
* prepare the ACL
 +
:* test result is ok now[http://cslt.riit.tsinghua.edu.cn/cgi-bin/cvss/cvss_request.pl?account=lr&step=view_request&cvssid=344].
 +
:* find the new direction.
 +
 +
===online learning===
 +
* data is ready.prepare the ACL paper
 +
:* finish some test.
 +
:* test the result on different time.
 +
 +
===relation classifier===
 +
* check code and find the problem that result is different on sigmoid and tanh

2015年4月8日 (三) 10:50的最后版本

Speech Processing

AM development

Environment

  • grid-11 often shut down automatically, too slow computation speed.


RNN AM


Mic-Array

  • investigate alpha parameter in time domian and frquency domain
  • ALPHA>=0


Convolutive network

  • HOLD
  • CNN + DNN feature fusion

RNN-DAE(Deep based Auto-Encode-RNN)


Speaker ID

Ivector based ASR

Text Processing

tag LM

  • similar word extension in FST
  • check the formula using Bayes and experiment
  • add more test data
  • test the baseline(no weight) and different weight method

RNN LM

  • rnn
  • code the character-lm using Theano
  • lstm+rnn
  • check the lstm-rnnlm code about how to Initialize and update learning rate.(hold)

W2V based doc classification

  • reproducible test using English data
  • Code new version spherical word vector.
  • Accomplish movMF model

Translation

  • v5.0 demo released
  • cut the dict and use new segment-tool

Sparse NN in NLP

  • prepare the ACL
  • test result is ok now[1].
  • find the new direction.

online learning

  • data is ready.prepare the ACL paper
  • finish some test.
  • test the result on different time.

relation classifier

  • check code and find the problem that result is different on sigmoid and tanh
取自“http://index.cslt.org/mediawiki/index.php?title=ASR:2015-04-08&oldid=14568”