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020 _a9783319135090
024 7 _a10.1007/978-3-319-13509-0
_2doi
040 _aES-MaUEC
050 4 _aQA76.575
_b.A24 2015 EB
082 0 4 _a006.7
100 1 _aAbel, Andrew
_993688
_0Local
245 1 0 _aCognitively Inspired Audiovisual Speech Filtering :
_bTowards an Intelligent, Fuzzy Based, Multimodal, Two-Stage Speech Enhancement System
_cby Andrew Abel, Amir Hussain
250 _a1st ed. 2015
260 _aCham, Switzerland
_bSpringer
_c2015
300 _a1 recurso en línea (XVIII, 121 p.)
_b41 ilustraciones, 37 ilustraciones en color
336 _aTexto (visual)
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
490 1 _aSpringerBriefs in Cognitive Computation
_x2212-6023
_v5
505 0 _aIntroduction -- Audio and visual speech relationship -- The research context -- 4 A two stage multimodal speech enhancement system -- Experiments, results, and analysis -- Towards fuzzy logic based multimodal speech filtering -- Evaluation of fuzzy logic proof of concept -- Conclusions and future work
520 _aThis 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
710 2 _aSpringerLink (Online service)
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988 _aEBOOK, EBSPRINGER
650 7 _aMultimedia
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700 1 _aHussain, Amir
_0Local
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830 0 _aSpringerBriefs in Cognitive Computation
_x2212-6023
_v5
_9133374
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://link.springer.com/book/10.1007/978-3-319-13509-0
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
901 _ai9783319135090
907 _a.b12899112
_b10-10-17
_c18-01-16
998 _am
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_b29-07-17
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