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portada statistical pronunciation modeling for non-native speech processing
Type
Physical Book
Author
Publisher
Year
2011
Language
English
Pages
114
Format
Hardcover
Dimensions
23.4 x 15.6 x 1.0 cm
Weight
0.36 kg.
ISBN
3642195857
ISBN13
9783642195853
Categories

statistical pronunciation modeling for non-native speech processing

Wolfgang Minker (Author) · Rainer E. Gruhn (Author) · Satoshi Nakamura (Author) · Springer · Hardcover

statistical pronunciation modeling for non-native speech processing - Gruhn, Rainer E. ; Minker, Wolfgang ; Nakamura, Satoshi

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Synopsis "statistical pronunciation modeling for non-native speech processing"

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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