Discrete-Time Processing of Speech Signals

John R. Deller, John H.L. Hansen, John G. Proakis

908 pages, parution le 22/03/2002

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Résumé

Commercial applications of speech processing and recognition are fast-becoming a growth industry that will shape the next decade. Now students and practicing engineers of signal processing can find in a single volume the fundamentals essential to understanding this rapidly developing field. IEEE Press is pleased to publish a classic reissue of Discrete-Time Processing of Speech Signals. Specially featured in this reissue is the addition of valuable World Wide Web links to the latest speech data references.

This book covers the essential aspects of modern speech processing— analysis, synthesis and coding, enhancement and quality assessment, and recognition. It also contains a comprehensive review of fundamental topics such as signal processing, stochastic processes, pattern recognition, and information theory, and includes an extensive background bibliography. The book provides state-of-the-art information for advanced research and development in the computer processing of speech, and gives the reader a thorough understanding of speech processing concepts.

Contents

Part One: Signal Processing Background: Propaedeutic
Part Two: Speech Production and Modeling: Fundamentals of Speech Science; Modeling Speech Production
Part Three: Analysis Techniques: Short-Term Processing of Speech; Linear Prediction Analysis; Cepstral Analysis
Part IV: Coding: Enhancement and Quality Assessment; Speech Coding and Synthesis; Speech Enhancement; Speech Quality Assessment
Part V: Recognition: The Speech Recognition Problem; Dynamic Time Warping; The Hidden Markov Model; Language Modeling; The Artificial Neural Network
Index

L'auteur - John G. Proakis

John G. Proakis has been on the faculty of Northeastern University since September of 1969. During the period 1982-1997, he held the administrative positions of Chairman of the Department of Electrical and Computer Engineering, Associate Dean of Research and Graduate Studies, and as Interim Dean of the College of Engineering. He has also served on the staffs of GTE Laboratories and the MIT Lincoln Laboratory.

Dr. Proakis received the BSEE Degree from the University of Cincinnati, the MSEE Degree from MIT, and the Ph.D. in Engineering from Harvard University. His professional experience and research interests are in the general areas of digital communications and digital signal processing, about which he has written extensively.

Caractéristiques techniques

	PAPIER
Éditeur(s)	IEEE Press
Auteur(s)	John R. Deller, John H.L. Hansen, John G. Proakis
Parution	22/03/2002
Nb. de pages	908
Format	16 x 23,5
Couverture	Broché
Poids	1354g
Intérieur	Noir et Blanc
EAN13	9780780353862
ISBN13	978-0-7803-5386-2