Statistical Pronunciation Modeling for Non-Native Speech Processing

Name: Statistical Pronunciation Modeling for Non-Native Speech Processing
SKU: 10399463
Price: 268.99 AUD
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Hardback

Series:

Signals and Communication Technology

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Description

In this work, the authors present a fully statistical approach to model non--native speakers' pronunciation. Second-language speakers pronounce words in multiple different ways compared to the native speakers. Those deviations, may it be phoneme substitutions, deletions or insertions, can be modelled automatically with the new method presented here. The methods is based on a discrete hidden Markov model as a word pronunciation model, initialized on a standard pronunciation dictionary. The implementation and functionality of the methodology has been proven and verified with a test set of non-native English in the regarding accent. The book is written for researchers with a professional interest in phonetics and automatic speech and speaker recognition.

Release date Australia

May 8th, 2011

Author

Audience

Professional & Vocational

Illustrations

X, 114 p.

Pages

114

Series

Signals and Communication Technology

Dimensions

156x234x9

ISBN-13

9783642195853

Product ID

10399463

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