deep neural networks for acoustic modeling in speech recognition
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Arashwan
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Contents
1
Introduction
2
Training Deep Neural Networks
3
Interfacing a DNN with an HMM
4
Phonetic Classification and Recognition on TIMIT
4.1
Convolutional DNNs for Phone Classification and Recognition
4.2
DNNs and GMMs
5
DNN for Large-Vocabulary Speech Recognition
5.1
Bing-Voice-Search Speech Recognition Task
5.2
Switchboard Speech Recognition Task
5.3
Google Voice Input Speech Recognition Task
5.4
Youtube Speech Recognition Task
5.5
English Broadcast News Speech Recognition Task
6
Alternative Pretraining Methods for DNNs
7
Conclusions and Discussions
8
References
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
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