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Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology) - Hardcover
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.
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- PublisherSpringer
- Publication date2011
- ISBN 10 3642195857
- ISBN 13 9783642195853
- BindingHardcover
- Number of pages124
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Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology) by Gruhn, Rainer E., Minker, Wolfgang, Nakamura, Satoshi [Hardcover ]
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Statistical Pronunciation Modeling for Non-Native Speech Processing
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Book Description Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 124 pp. Englisch. Seller Inventory # 9783642195853
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Statistical Pronunciation Modeling for Non-Native Speech Processing
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Book Description Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a new methodology for speech recognition of non-native speakersShows a proven and verified approachIn this work, the authors present a fully statistical approach to model non--native speakers pronunciation. Second-language spe. Seller Inventory # 5051927
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Statistical Pronunciation Modeling for Non-Native Speech Processing
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ISBN 10: 3642195857
ISBN 13: 9783642195853
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Book Description Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Seller Inventory # 9783642195853
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Statistical Pronunciation Modeling for Non-Native Speech Processing
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