Speech Processing and Soft Computing

Name: Speech Processing and Soft Computing
Author: Sid-Ahmed Selouani

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Paperback, 104 blz. | Engels

Springer New York | 2012e druk, 2011

ISBN13: 9781441996848

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Springer New York 2012e druk, 2011 9781441996848

Onderdeel van serie SpringerBriefs in Electrical and Computer Engineering

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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 research directions through review of the theoretical and practical settings of soft computing methods in very recent speech applications.

Specificaties

ISBN13:9781441996848

Taal:Engels

Bindwijze:paperback

Aantal pagina's:104

Uitgever:Springer New York

Druk:2012

Serie:SpringerBriefs in Electrical and Computer Engineering

Inhoudsopgave

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.

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