Speech processing and soft computing

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Speech Processing and Soft Computing includes coverage of synergy between speech technology and bio-inspired soft computing methods. Through practical cases, the author explores, dissects and examines how soft computing may complement conventional techniques in speech enhancement and speech recognition in order to provide robust systems. The material is especially useful to graduate students and experienced researchers who are interested in expanding their horizons and investigating new researc…

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Title Statements

Full title :Speech processing and soft computing / Sid-Ahmed Selouani.

Summary

Edition Statements

Publication Date:©2011.

Publication Statements

Publisher(s):Springer
Place of Publication:New York
Language:eng
Publication Date:©2011.

The Physical Object

Description:1 online resource (ix, 104 pages)

Edition Identifiers

ISBN:9781441996855, 1441996850, 9781441996848, 1441996842
DOI:10.1007/978-1-4419-9685-5
oclc:ocn756675680
LC Classification:TK7882.S65
Dewey Decimal:006.3

1. Introduction -- 2. Speech Enhancement Paradigm.-¡3. Connectionist Subspace Decomposition for Speech Enhancement -- 4. Variance of the Reconstruction Error Technique -- 5. Evolutionary Techniques for Speech Enhancement -- 6. Robustness of Automatic Speech Recognition -- 7. Artificial Neural Networks and Speech Recognition -- 8. Evolutionary Algorithms and Speech Recognition -- 9. Speaker Adaptation Using Evolutionary-based Approach.