Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology) - Image 1

£75.68

Springer Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology)

Name: Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology)
Brand: Springer
Price: 75.68 GBP
Availability: InStock

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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 Specifications

Brand: Springer
Format: hardcover
ASIN: 3642195857
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 08 May 2011
Listed Since: 04 February 2011

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Springer Statistical Pronunciation Modeling for Non-Native Speech Processing (Signals and Communication Technology)

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