Hierarchical Neural Network Structures for Phoneme Recognition

Name: Hierarchical Neural Network Structures for Phoneme Recognition
SKU: 20924614
Price: 268.99 AUD
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Hardback

Series:

Signals and Communication Technology

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Description

In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP). Additionally, the output of the first level is used as an input for the second level. This system can be substantially speeded up by removing the redundant information contained at the output of the first level.

Release date Australia

October 18th, 2012

Author

Audience

Professional & Vocational

Illustrations

XVIII, 134 p.

Pages

134

Series

Signals and Communication Technology

Dimensions

155x235x15

ISBN-13

9783642344244

Product ID

20924614

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