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SpringerBriefs in Cognitive Computation

Cognitively Inspired Audiovisual Speech Filtering

Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System

Authors: Abel, Andrew, Hussain, Amir

  • ​State-of-the-art summary of multimodal speech filtering literature
  • Novel interdisciplinary cognitive inspiration in audio and visual aspects of speech
  • A novel approach to combining audio and visual speech filtering for real-world applications                                                                                                       
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eBook 44,02 €
price for Spain (gross)
  • ISBN 978-3-319-13509-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 57,19 €
price for Spain (gross)
  • ISBN 978-3-319-13508-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book presents a summary of the cognitively inspired basis behind multimodal speech enhancement, covering the relationship between audio and visual modalities in speech, as well as recent research into audiovisual speech correlation. A number of audiovisual speech filtering approaches that make use of this relationship are also discussed. A novel multimodal speech enhancement system, making use of both visual and audio information to filter speech, is presented, and this book explores the extension of this system with the use of fuzzy logic to demonstrate an initial implementation of an autonomous, adaptive, and context aware multimodal system. This work also discusses the challenges presented with regard to testing such a system, the limitations with many current audiovisual speech corpora, and discusses a suitable approach towards development of a corpus designed to test this novel, cognitively inspired, speech filtering system.                                                                                

About the authors

                                                                                                                         

Reviews

                                                                                                                                                   
                                                                                                                                    

Table of contents (8 chapters)

  • Introduction

    Abel, Andrew (et al.)

    Pages 1-4

    Preview Buy Chapter 30,19 €
  • Audio and Visual Speech Relationship

    Abel, Andrew (et al.)

    Pages 5-12

    Preview Buy Chapter 30,19 €
  • The Research Context

    Abel, Andrew (et al.)

    Pages 13-34

    Preview Buy Chapter 30,19 €
  • A Two Stage Multimodal Speech Enhancement System

    Abel, Andrew (et al.)

    Pages 35-51

    Preview Buy Chapter 30,19 €
  • Experiments, Results, and Analysis

    Abel, Andrew (et al.)

    Pages 53-73

    Preview Buy Chapter 30,19 €

Buy this book

eBook 44,02 €
price for Spain (gross)
  • ISBN 978-3-319-13509-0
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 57,19 €
price for Spain (gross)
  • ISBN 978-3-319-13508-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Cognitively Inspired Audiovisual Speech Filtering
Book Subtitle
Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
Authors
Series Title
SpringerBriefs in Cognitive Computation
Series Volume
5
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
The Author(s)
eBook ISBN
978-3-319-13509-0
DOI
10.1007/978-3-319-13509-0
Softcover ISBN
978-3-319-13508-3
Series ISSN
2212-6023
Edition Number
1
Number of Pages
XVIII, 121
Number of Illustrations
4 b/w illustrations, 37 illustrations in colour
Topics