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

von

Hussain, AmirAbel, Andrew

BuchKartoniert, Paperback

Verkaufsrang53349inInformatik - EDV

EUR55,95

Beschreibung

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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Details

ISBN/EAN978-3-319-13508-3

ProduktartBuch

EinbandKartoniert, Paperback

Verlag

Springer International Publishing

Erscheinungsdatum19.08.2015

Auflage1st ed. 2015

ReiheSpringerBriefs in Cognitive Computation

Reihen-Nr.5

Seiten121 Seiten

SpracheEnglisch

Artikel-Nr.6601320

WarengruppeInformatik - EDV

Weitere Details

Reihe

Cognitive Agent-based Computing-I

Sentic Computing

The Digital Synaptic Neural Substrate

The SenticNet Sentiment Lexicon: Exploring Semantic Richness in Multi-Word Concepts