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Speech Processing and Soft Computing: SpringerBriefs in Electrical and Computer Engineering

Autor Sid-Ahmed Selouani
en Limba Engleză Paperback – sep 2011
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.
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Specificații

ISBN-13: 9781441996848
ISBN-10: 1441996842
Pagini: 110
Ilustrații: IX, 104 p. 24 illus., 3 illus. in color.
Dimensiuni: 155 x 235 x 13 mm
Greutate: 0.54 kg
Ediția:2012
Editura: Springer
Colecția Springer
Seria SpringerBriefs in Electrical and Computer Engineering

Locul publicării:New York, NY, United States

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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.

Caracteristici

Focuses on the missing link between speech technology and soft computing Contains coverage of the innovative approaches in speech technology Gives new insights in speech recognition/enhancement obtained by investigating solutions beyond the statistical approach