Speech and Language Engineering

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$139.95
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ISBN 9780824722197
Cat# DK2191
 

Features

  • Covers all the necessary background in signal processing and computational linguistics and focuses on design applications
  • Provides an intensive introduction to the major areas of speech and language technology
  • Describes digital signal processing and statistical pattern recognition
  • Explores state-of-the-art recognition systems, speech synthesizers, and automatic text-to-speech conversion
  • Summary

    With the rapid growth of the language and speech industry, there is an increasing need for specialists able to work on multi-disciplinary projects combining elements of speech processing, natural language processing, and computer science. A unique text, Speech and Language Engineering builds the theoretical and practical background required for efficient teamwork in modern language and speech engineering. It provides an extensive introduction to the major areas of speech and language technology. Strengthening inter-disciplinary connections, it includes lectures on speech signal processing, speech and speaker recognition, and natural language processing, applications, and linguistic training for language and speech engineers.

    The authors move from acoustic signal processing to pragmatics, traversing all the important aspects of speech and language processing such as phonetics, morphology, syntax, and semantics. They have purposefully designed the book to integrate the common thread that runs through the general principles of engineering sciences. The volume exemplifies an emerging methodology that is a key issue in the rational design of efficient and robust language-based computer applications. While engineering rigor is guaranteed in all chapters, the authors highlight the intuitive aspects of technical details. The contributions from acknowledged experts in the relevant sub-disciplines make this book a synthesis and distillation of knowledge into a coherent presentation.

    Table of Contents

    Chapter 1
    Linguistic background for NLP, E. Wehrli
    Linguistic models for parsing and generation, E. Wehrli
    Introduction to semantics, J. Moeschler
    Introduction to pragmatics, J. Moeschler

    Chapter 2
    Digital signal processing, J.-P. Thiran and M. Kunt
    Speech signal modeling and analysis, H. Hermansky
    State-of-the-art speech coding techniques and standards, A. Drygajlo

    Chapter 3
    Morpho-lexical processing and Part-of-Speech tagging, J.-C. Chappelier
    Syntactic processing, J.-C. Chappelier
    Introduction to computational semantics, V. Pallotta
    Vector space semantics, M. Rajman
    Lexical semantics, V. Pallotta

    Chapter 4
    Statistical pattern recognition and Automatic speech recognition, H. Bourlard
    Speaker recognition, H. Bourlard
    Speech synthesizers and automatic TTS conversion, T. Dutoit

    Chapter 5
    Machine Translation, M. King
    Applied models for man-machine dialogue, V. Pallotta
    Man-machine voice communication and speech engineering, A. Drygajlo
    Multilingual NLP, E. Wehrli

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