東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Cognitively inspired audiovisual spe...

Abel, Andrew.

Linked to FindBook

Google Book

Amazon

博客來

Cognitively inspired audiovisual speech filtering = towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Cognitively inspired audiovisual speech filtering/ by Andrew Abel, Amir Hussain.
Reminder of title:	towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system /
Author:	Abel, Andrew.
other author:	Hussain, A.
Published:	Cham :Springer International Publishing : : 2015.,
Description:	xviii, 121 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- 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.
Contained By:	Springer eBooks
Subject:	Speech processing systems. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-13509-0
ISBN:	9783319135090

Cognitively inspired audiovisual speech filtering = towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system /
Abel, Andrew.

Cognitively inspired audiovisual speech filteringtowards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system /[electronic resource] :by Andrew Abel, Amir Hussain. - Cham :Springer International Publishing :2015. - xviii, 121 p. :ill. (some col.), digital ;24 cm. - SpringerBriefs in cognitive computation,52212-6023 ;. - SpringerBriefs in cognitive computation ;2..

Introduction -- 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.

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.

ISBN: 9783319135090

Standard No.: 10.1007/978-3-319-13509-0doiSubjects--Topical Terms:

590570
Speech processing systems.

LC Class. No.: TK7882.S65

Dewey Class. No.: 006.454

Cognitively inspired audiovisual speech filtering = towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system /
LDR:02378nmm a2200325 a 4500 001 2010866
003 DE-He213
005 20160302090017.0
006 m d
007 cr nn 008maaau
008 160417s2015 gw s 0 eng d
020 $a 9783319135090 $q (electronic bk.)
020 $a 9783319135083 $q (paper)
024 7 $a 10.1007/978-3-319-13509-0 $2 doi
035 $a 978-3-319-13509-0
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.S65
072 7 $a UG $2 bicssc
072 7 $a COM034000 $2 bisacsh
082 0 4 $a 006.454 $2 23
090 $a TK7882.S65 $b A139 2015
100 1 $a Abel, Andrew. $3 2159997
245 1 0 $a Cognitively inspired audiovisual speech filtering $h [electronic resource] : $b towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system / $c by Andrew Abel, Amir Hussain.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a xviii, 121 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a SpringerBriefs in cognitive computation, $x 2212-6023 ; $v 5
505 0 $a Introduction -- 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 $a 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.
650 0 $a Speech processing systems. $3 590570
650 0 $a Fuzzy logic. $3 532071
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Multimedia Information Systems. $3 892521
650 2 4 $a Image Processing and Computer Vision. $3 891070
650 2 4 $a Language Translation and Linguistics. $3 892561
700 1 $a Hussain, A. $q (Amir) $3 2159998
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in cognitive computation ; $v 2. $3 1619673
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-13509-0
950 $a Biomedical and Life Sciences (Springer-11642)