Statistical Pronunciation Modeling for Non-Native Speech Processing - Couverture souple

Livre 44 sur 180: Signals and Communication Technology

Gruhn, Rainer E.; Minker, Wolfgang; Nakamura, Satoshi

 
9783642268144: Statistical Pronunciation Modeling for Non-Native Speech Processing
Couverture souple
ISBN 10 : 3642268145 ISBN 13 : 9783642268144
Editeur : Springer, 2013

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer
Date d'édition
2013
Langue
anglais
ISBN 10 
3642268145
ISBN 13 
9783642268144
Reliure
Broché
Nombre de pages
124
Coordonnées du fabricant
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Poststr. 9
Darmstadt
64293
Allemagne

Autres éditions populaires du même titre

9783642195853: Statistical Pronunciation Modeling for Non-Native Speech Processing

Edition présentée

ISBN 10 :  3642195857 ISBN 13 :  9783642195853
Editeur : Springer-Verlag Berlin and Heide..., 2011
Couverture rigide