Research Catalog

Mathematical models for speech technology

Title
Mathematical models for speech technology / Stephen E. Levinson.
Author
Levinson, Stephen E.
Publication
Chichester, West Sussex, England ; Hoboken, NJ, USA : John Wiley, ©2005.

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StatusFormatAccessCall NumberItem Location
TextUse in library TK7882.S65 L48 2005Off-site

Details

Description
xx, 261 pages : illustrations; 26 cm
Summary
"This invaluable reference tool is the product of many years' experience and research on language and speech technology. It presents the motivations for, intuitions behind and basic mathematical models of natural spoken language communication. From a preliminary discussion on the physics of speech production and the taxonomy of linguistic structure, there is a natural progression taking in issues of grammatical inference, automatic speech recognition and constructive theories of language. The author counterbalances theoretical explanations and illustrations with questions of a more philosophical nature designed to highlight the seemingly limitless future potential of speech technology." "This comprehensive resource will appeal to researchers and practitioners in the fields of mathematical linguistics and speech technology as well as those in the related disciplines of psychology, artificial intelligence, automata theory, information theory and philosophy."--Jacket.
Subject
  • Speech processing systems
  • Computational linguistics
  • Applied linguistics > Mathematics
  • Stochastic processes
  • Knowledge, Theory of
  • Stochastic Processes
  • computational linguistics
  • epistemology
  • Mathematisches Modell
  • Sprachverarbeitung
  • Mathematische Linguistik
  • Computerlinguistik
  • Reconhecimento de voz
  • Lingüística computacional
  • Processos estocasticos
Bibliography (note)
  • Includes bibliographical references (p. [243]-255) and index.
Contents
1. Introduction -- 2. Preliminaries -- 3. Mathematical models of linguistic structure -- 4. Syntactic analysis -- 5. Grammatical inference -- 6. Information-theoretic analysis of speech communication -- 7. Automatic speech recognition and constructive theories of language -- 8. Automatic speech understanding and semantics -- 9. Theories of mind and language -- 10. A speculation on the prospects for a science of mind.
ISBN
  • 0470844078
  • 9780470844076
LCCN
2004026215
OCLC
  • ocm57007719
  • 57007719
  • SCSB-1360506
Owning Institutions
Princeton University Library