Cognitively Inspired Audiovisual Speech Filtering 2015 : Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System download pdf
Cognitively Inspired Audiovisual Speech Filtering 2015 : Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System download pdf

Cognitively Inspired Audiovisual Speech Filtering 2015 : Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System. Amir Hussain

Cognitively Inspired Audiovisual Speech Filtering 2015 : Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
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Author: Amir Hussain
Page Count: 139 pages
Published Date: 19 Aug 2015
Publisher: Springer International Publishing AG
Publication Country: Cham, Switzerland
Language: English
ISBN: 9783319135083
File size: 44 Mb
File Name: Cognitively.Inspired.Audiovisual.Speech.Filtering.2015.Towards.an.Intelligent,.Fuzzy.Based,.Multimodal,.Two-Stage.Speech.Enhancement.System.pdf
Download Link: Cognitively Inspired Audiovisual Speech Filtering 2015 Towards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
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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.

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