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Mathematical Models for Speech Tech..., Stephen E. Levi

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Title
Mathematical Models for Speech Technology
Book Title
Mathematical Models for Speech Technology
ISBN
0470844078
EAN
9780470844076
Binding
Hardback
Date of Publication
20050127
Release Title
Mathematical Models for Speech Technology
Artist
Stephen E. Levinson
Brand
N/A
Colour
N/A
Subject Area
Multimedia
Publication Name
Mathematical Models for Speech Technology
Publisher
John Wiley & Sons INC International Concepts
Subject
Computer Science, Mathematics
Publication Year
2005
Type
Textbook
Format
Hardcover
Language
English
Item Height
251mm
Author
Stephen Levinson
Item Width
170mm
Item Weight
684g
Number of Pages
282 Pages

Informazioni su questo prodotto

Product Information

Mathematical Models of Spoken Language presents the motivations for, intuitions behind, and basic mathematical models of natural spoken language communication. A comprehensive overview is given of all aspects of the problem from the physics of speech production through the hierarchy of linguistic structure and ending with some observations on language and mind. The author comprehensively explores the argument that these modern technologies are actually the most extensive compilations of linguistic knowledge available.Throughout the book, the emphasis is on placing all the material in a mathematically coherent and computationally tractable framework that captures linguistic structure. It presents material that appears nowhere else and gives a unification of formalisms and perspectives used by linguists and engineers. Its unique features include a coherent nomenclature that emphasizes the deep connections amongst the diverse mathematical models and explores the methods by means of which they capture linguistic structure. This contrasts with some of the superficial similarities described in the existing literature; the historical background and origins of the theories and models; the connections to related disciplines, e.g. artificial intelligence, automata theory and information theory; an elucidation of the current debates and their intellectual origins; many important little-known results and some original proofs of fundamental results, e.g. a geometric interpretation of parameter estimation techniques for stochastic models and finally the author's own unique perspectives on the future of this discipline. There is a vast literature on Speech Recognition and Synthesis however, this book is unlike any other in the field. Although it appears to be a rapidly advancing field, the fundamentals have not changed in decades. Most of the results are presented in journals from which it is difficult to integrate and evaluate all of these recent ideas. Some of the fundamentals have been collected into textbooks, which give detailed descriptions of the techniques but no motivation or perspective. The linguistic texts are mostly descriptive and pictorial, lacking the mathematical and computational aspects. This book strikes a useful balance by covering a wide range of ideas in a common framework. It provides all the basic algorithms and computational techniques and an analysis and perspective, which allows one to intelligently read the latest literature and understand state-of-the-art techniques as they evolve.

Product Identifiers

Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9780470844076
eBay Product ID (ePID)
87304481

Product Key Features

Subject Area
Multimedia
Author
Stephen Levinson
Publication Name
Mathematical Models for Speech Technology
Format
Hardcover
Language
English
Subject
Computer Science, Mathematics
Publication Year
2005
Type
Textbook
Number of Pages
282 Pages

Dimensions

Item Height
251mm
Item Width
170mm
Item Weight
684g

Additional Product Features

Title_Author
Stephen Levinson
Country/Region of Manufacture
United States

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WORLD OF BOOKS LIMITED
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Numero Partita IVA:
  • DE 281042328
  • EL 996857788
  • ES N8267548I
  • FR 27823676960
  • GB 922696893
  • IT 00185819992
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