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Cognitively Inspired Audiovisual Speech Filtering by Andrew Abel
Cognitively Inspired Audiovisual Speech Filtering by Andrew Abel
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Cognitively Inspired Audiovisual Speech Filtering

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Cognitively Inspired Audiovisual Speech Filtering

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

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.                                                                                

Author Biography:

                                                                                                                         
Release date NZ
August 19th, 2015
Audience
  • Professional & Vocational
Edition
1st ed. 2015
Illustrations
37 Illustrations, color; 4 Illustrations, black and white; XVIII, 121 p. 41 illus., 37 illus. in color.
Pages
121
Dimensions
155x235x8
ISBN-13
9783319135083
Product ID
22945300

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