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Metaheuristic Applications to Speech Enhancement

  • Prajna Kunche
  • K.V.V.S. Reddy

Part of the SpringerBriefs in Electrical and Computer Engineering book series

Also part of the SpringerBriefs in Speech Technology book sub series (BRIEFSSPEECHTECH)

Table of contents

  1. Front Matter
    Pages i-ix
  2. Prajna Kunche, K. V. V. S. Reddy
    Pages 1-6
  3. Prajna Kunche, K. V. V. S. Reddy
    Pages 7-15
  4. Prajna Kunche, K. V. V. S. Reddy
    Pages 17-24
  5. Prajna Kunche, K. V. V. S. Reddy
    Pages 25-37
  6. Prajna Kunche, K. V. V. S. Reddy
    Pages 77-89
  7. Prajna Kunche, K. V. V. S. Reddy
    Pages 91-110
  8. Prajna Kunche, K. V. V. S. Reddy
    Pages 111-113
  9. Back Matter
    Pages 115-122

About this book

Introduction

This book serves as a basic reference for those interested in the application of metaheuristics to speech enhancement. The major goal of the book is to explain the basic concepts of optimization methods and their use in heuristic optimization in speech enhancement to scientists, practicing engineers, and academic researchers in speech processing. The authors discuss why it has been a challenging problem for researchers to develop new enhancement algorithms that aid in the quality and intelligibility of degraded speech. They present powerful optimization methods to speech enhancement that can help to solve the noise reduction problems. Readers will be able to understand the fundamentals of speech processing as well as the optimization techniques, how the speech enhancement algorithms are implemented by utilizing optimization methods, and will be given the tools to develop new algorithms. The authors also provide a comprehensive literature survey regarding the topic.

Keywords

Heuristic Optimization Metaheuristics Noise Reduction Speech Enhancement Speech Enhancement Algorithms Speech Processing

Authors and affiliations

  • Prajna Kunche
    • 1
  • K.V.V.S. Reddy
    • 2
  1. 1.Department of Electronics and Comm. EnggAndhra UniversityVisakhapatnamIndia
  2. 2.Department of Electronics and Comm. EnggAndhra UniversityVisakhapatnamUnited Kingdom

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-31683-3
  • Copyright Information The Author(s) 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-31681-9
  • Online ISBN 978-3-319-31683-3
  • Series Print ISSN 2191-8112
  • Series Online ISSN 2191-8120
  • Buy this book on publisher's site
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