Statistical Pronunciation Modeling for Non-Native Speech Processing
Language: English
Published by Springer 2013-07, 2013
Series: Book 44 of 180 - Signals and Communication Technology
- Softcover
- New
Seller: Chiron Media, Wallingford, United KingdomChiron Media
AbeBooks seller since August 2, 2010
Condition: New
US$ 129.89
Quantity: 20 available
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Seller Inventory # 6666-IUK-9783642268144
- Title
- Statistical Pronunciation Modeling for Non-Native Speech Processing
- Author
- Gruhn, Rainer E.
- Publisher
- Springer 2013-07
- Publication year
- 2013
- Condition
- New
- Binding
- PF
- Language
- English
- ISBN 10
- 3642268145
- ISBN 13
- 9783642268144
- Series
- Book 44 of 180: Signals and Communication Technology
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.
"Synopsis" may belong to another edition of this title.
From the Back Cover
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.
"About the title" may belong to another edition of this title.
Chiron Media
Wallingford, United Kingdom
AbeBooks seller since August 2, 2010
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