Pattern Recognition in Speech and Language Processing

Wu Chou, Biing-Hwang Juang, Alexander D. Poularikas (The University of Alabama, Huntsville, USA) , Shigeru Katagiri (NTT Communication Science Laboratories, Kyoto, Japan)

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English

CRC Press Inc
26 February 2003

Artificial intelligence; Audio processing

Series: Electrical Engineering & Applied Signal Processing Series

Over the last 20 years, approaches to designing

speech and language processing algorithms have moved from methods based on linguistics and speech science to data-driven pattern recognition techniques. These techniques have been

the focus of intense, fast-moving research and have contributed to significant advances in this field.

Pattern Recognition in Speech and Language Processing offers a systematic, up-to-date presentation of these recent developments. It begins with the fundamentals and recent theoretical advances in pattern recognition, with emphasis on classifier design criteria and optimization procedures. The focus then shifts to the application of these techniques to speech processing, with

chapters exploring advances in applying pattern recognition

to real speech and audio processing systems. The final section of the book examines topics related to pattern recognition in language processing: topics that represent promising new trends with direct impact on information processing systems for the Web, broadcast news, and other content-rich information resources.

E ach self-contained chapter includes figures, tables, diagrams, and references. The collective effort of experts at the forefront of the field, Pattern Recognition in Speech and Language Processing offers in-depth, insightful discussions on new developments and contains a wealth of information integral to the further development of human-machine communications.

Contributions by: Shigeru Katagiri (NTT Communication Science Laboratories Kyoto Japan)
Edited by: Wu Chou, Biing-Hwang Juang, Biing-Hwang Juang (Georgia Institute of Technology, Atlanta, USA)
Series edited by: Alexander D. Poularikas (The University of Alabama Huntsville USA)
Imprint: CRC Press Inc
Country of Publication: United States
Dimensions: Height: 234mm, Width: 156mm, Spine: 23mm
Weight: 930g
ISBN: 9780849312328
ISBN 10: 0849312329
Series: Electrical Engineering & Applied Signal Processing Series
Pages: 410
Publication Date: 26 February 2003
Audience: Professional and scholarly , Professional and scholarly , Professional & Vocational , Undergraduate , Further / Higher Education
Format: Hardback
Publisher's Status: Active

Wu Chou, Biing-Hwang Juang