Cognitively inspired audiovisual speech filtering

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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.



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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Taal: en

Bindwijze: Paperback

Oorspronkelijke releasedatum: 19 augustus 2015

Aantal pagina's: 121

Illustraties: Nee

Hoofdauteur: Andrew Abel

Tweede Auteur: Amir Hussain

Hoofduitgeverij: Springer International Publishing Ag

Editie: 1st ed. 2015

Extra groot lettertype: Nee

Product breedte: 154 mm

Product hoogte: 10 mm

Product lengte: 236 mm

Studieboek: Nee

Verpakking breedte: 155 mm

Verpakking hoogte: 235 mm

Verpakking lengte: 235 mm

Verpakkingsgewicht: 281 g

EAN: 9783319135083

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