Difference between revisions of "deep neural networks for acoustic modeling in speech recognition"

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(Created page with "= Introduction = = Training Deep Neural Networks = = Interfacing a DNN with an HMM = = Phonetic Classification and Recognition on TIMIT = = Convolutional DNNs for Phone Class...")
 
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== Convolutional DNNs for Phone Classification and Recognition ==
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== DNNs and GMMs ==
  
 
= DNN for Large-Vocabulary Speech Recognition =
 
= DNN for Large-Vocabulary Speech Recognition =

Revision as of 15:37, 2 November 2015

Introduction

Training Deep Neural Networks

Interfacing a DNN with an HMM

Phonetic Classification and Recognition on TIMIT

Convolutional DNNs for Phone Classification and Recognition

DNNs and GMMs

DNN for Large-Vocabulary Speech Recognition

Bing-Voice-Search Speech Recognition Task

Switchboard Speech Recognition Task

Google Voice Input Speech Recognition Task

Youtube Speech Recognition Task

English Broadcast News Speech Recognition Task

Alternative Pretraining Methods for DNNs

Conclusions and Discussions

References