“ASR:2015-04-20”版本间的差异

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Text Processing
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online learning
第74行: 第74行:
  
 
===online learning===
 
===online learning===
* data is ready.prepare the ACL paper
+
* modified the listNet SGD
:* modified the listNet SGD
+
  
 
===relation classifier===
 
===relation classifier===
 
* check the CNN code and contact the author of paper
 
* check the CNN code and contact the author of paper

2015年4月20日 (一) 04:42的版本

Speech Processing

AM development

Environment

  • grid-11 often shut down automatically, too slow computation speed.
  • add a server(760)

RNN AM


Mic-Array

  • investigate alpha parameter in time domian and frquency domain
  • ALPHA>=0, using data generated by reverber toolkit
  • consider theta


Convolutive network

  • HOLD
  • CNN + DNN feature fusion

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


Speaker ID

Ivector based ASR

  • hold

Dark knowledge

bilingual recognition

Text Processing

tag LM

  • similar word extension in FST
  • will check the formula using Bayes and experiment
  • add similarity weight

RNN LM

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

W2V based document classification

  • result about VMF model [1]
  • reproduce the
  • try CNN model

Translation

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

Sparse NN in NLP

online learning

  • modified the listNet SGD

relation classifier

  • check the CNN code and contact the author of paper