Language Modeling for Automatic Speech Recognition of Inflective Languages

Name: Language Modeling for Automatic Speech Recognition of Inflective Languages
SKU: 25551743
Price: 138.99 AUD
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An Applications-Oriented Approach Using Lexical Data

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Paperback / softback

Series:

Springerbriefs in Speech Technology

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Description

This book covers language modeling and automatic speech recognition for inflective languages (e.g. Slavic languages), which represent roughly half of the languages spoken in Europe. These languages do not perform as well as English in speech recognition systems and it is therefore harder to develop an application with sufficient quality for the end user. The authors describe the most important language features for the development of a speech recognition system. This is then presented through the analysis of errors in the system and the development of language models and their inclusion in speech recognition systems, which specifically address the errors that are relevant for targeted applications. The error analysis is done with regard to morphological characteristics of the word in the recognized sentences. The book is oriented towards speech recognition with large vocabularies and continuous and even spontaneous speech. Today such applications work with a rather small number of languages compared to the number of spoken languages.

Release date Australia

September 6th, 2016

Author

Series

Springerbriefs in Speech Technology

Pages

Edition

1st ed. 2017

Audience

Professional & Vocational

Illustrations

6 Illustrations, color; 7 Illustrations, black and white; VIII, 71 p. 13 illus., 6 illus. in color.

Dimensions

155x235x4

ISBN-13

9783319416052

Product ID

25551743

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Language Modeling for Automatic Speech Recognition of Inflective Languages

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