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Statistical Pronunciation Modeling for Non-Native Speech Processing

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Statistical Pronunciation Modeling for Non-Native Speech Processing - Gruhn, Rainer E, and Minker, Wolfgang, and Nakamura, Satoshi
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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 ...

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Statistical Pronunciation Modeling for Non-Native Speech Processing 2013, Springer, Berlin, Heidelberg

ISBN-13: 9783642268144

2011 edition

Trade paperback

Statistical Pronunciation Modeling for Non-Native Speech Processing 2011, Springer-Verlag Berlin and Heidelberg GmbH & Co. K, Berlin

ISBN-13: 9783642195853

Hardcover