Language Identification Using Spectral and Prosodic Features

Name: Language Identification Using Spectral and Prosodic Features
SKU: 23453236
Price: 138.99 AUD
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Paperback / softback

Series:

Springerbriefs in Speech Technology

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Description

This book discusses the impact of spectral features extracted from frame level, glottal closure regions, and pitch-synchronous analysis on the performance of language identification systems. In addition to spectral features, the authors explore prosodic features such as intonation, rhythm, and stress features for discriminating the languages. They present how the proposed spectral and prosodic features capture the language specific information from two complementary aspects, showing how the development of language identification (LID) system using the combination of spectral and prosodic features will enhance the accuracy of identification as well as improve the robustness of the system. This book provides the methods to extract the spectral and prosodic features at various levels, and also suggests the appropriate models for developing robust LID systems according to specific spectral and prosodic features. Finally, the book discuss about various combinations of spectral and prosodic features, and the desired models to enhance the performance of LID systems.

Release date Australia

April 9th, 2015

Author

Audience

Professional & Vocational

Illustrations

5 Illustrations, color; 16 Illustrations, black and white; XI, 98 p. 21 illus., 5 illus. in color.

Pages

Series

Springerbriefs in Speech Technology

Dimensions

155x235x6

ISBN-13

9783319171623

Product ID

23453236

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