Rainer E Gruhn

(Author)

Statistical Pronunciation Modeling for Non-Native Speech Processing (2011)Paperback - 2011, 15 July 2013

Statistical Pronunciation Modeling for Non-Native Speech Processing (2011)
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Part of Series
Signals and Communication Technology
Part of Series
Signals and Communication Technology (Paperback)
Print Length
114 pages
Language
English
Publisher
Springer
Date Published
15 Jul 2013
ISBN-10
3642268145
ISBN-13
9783642268144

Description

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.

Product Details

Authors:
Rainer E GruhnWolfgang MinkerSatoshi Nakamura
Book Edition:
2011
Book Format:
Paperback
Country of Origin:
NL
Date Published:
15 July 2013
Dimensions:
23.32 x 15.6 x 0.71 cm
ISBN-10:
3642268145
ISBN-13:
9783642268144
Language:
English
Location:
Berlin, Heidelberg
Pages:
114
Publisher:
Weight:
195.04 gm

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