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Speech Processing and Soft Computing

  • Book
  • © 2011

Overview

Authors:
  1. Sid-Ahmed Selouani

    1. Université de Moncton, Moncton, Canada

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  • 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

Part of the book series: SpringerBriefs in Electrical and Computer Engineering (BRIEFSELECTRIC)

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-ix
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  2. Introduction

    • Sid-Ahmed Selouani
    Pages 1-4

  3. Soft Computing and Speech Enhancement

    1. Front Matter

      Pages 5-5
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    2. Speech Enhancement Paradigm

      • Sid-Ahmed Selouani
      Pages 7-14

    3. Connectionist Subspace Decomposition for Speech Enhancement

      • Sid-Ahmed Selouani
      Pages 15-24

    4. Variance of the Reconstruction Error Technique

      • Sid-Ahmed Selouani
      Pages 25-32

    5. Evolutionary Techniques for Speech Enhancement

      • Sid-Ahmed Selouani
      Pages 33-40

  4. Soft Computing and Automatic Speech Recognition

    1. Front Matter

      Pages 41-41
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    2. Robustness of Automatic Speech Recognition

      • Sid-Ahmed Selouani
      Pages 43-62

    3. Artificial Neural Networks and Speech Recognition

      • Sid-Ahmed Selouani
      Pages 63-73

    4. Evolutionary Algorithms and Speech Recognition

      • Sid-Ahmed Selouani
      Pages 75-85

    5. Speaker Adaptation Using Evolutionary-based Approach

      • Sid-Ahmed Selouani
      Pages 87-96

  5. Back Matter

    Pages 97-104
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Keywords

About this book

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.

Authors and Affiliations

  • Université de Moncton, Moncton, Canada

    Sid-Ahmed Selouani

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