The Resource Cognitively inspired audiovisual speech filtering : towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system, Andrew Abel, Amir Hussain

Cognitively inspired audiovisual speech filtering : towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system, Andrew Abel, Amir Hussain

Label
Cognitively inspired audiovisual speech filtering : towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system
Title
Cognitively inspired audiovisual speech filtering
Title remainder
towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system
Statement of responsibility
Andrew Abel, Amir Hussain
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
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.℗lA number of audiovisual speech filtering approaches that make use of this relationship are also discussed.℗lA 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.℗lThis 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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Abel, Andrew
Dewey number
006.4/54
Illustrations
illustrations
Index
index present
LC call number
TK7882.S65
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Hussain, A.
Series statement
SpringerBriefs in cognitive computation,
http://library.link/vocab/subjectName
  • Speech processing systems
  • Fuzzy logic
  • COMPUTERS
  • Fuzzy logic
  • Speech processing systems
  • Computer Science
  • Multimedia Information Systems
  • Image Processing and Computer Vision
  • Language Translation and Linguistics
  • Image processing
  • Natural language & machine translation
  • Graphical & digital media applications
Label
Cognitively inspired audiovisual speech filtering : towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system, Andrew Abel, Amir Hussain
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-13509-0
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource (xviii, 115 pages)
File format
unknown
Form of item
online
Isbn
9783319135083
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-13509-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)917888677
  • (OCoLC)ocn917888677
Label
Cognitively inspired audiovisual speech filtering : towards an intelligent, fuzzy based, multimodal, two-stage speech enhancement system, Andrew Abel, Amir Hussain
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-13509-0
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
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
Dimensions
unknown
Extent
1 online resource (xviii, 115 pages)
File format
unknown
Form of item
online
Isbn
9783319135083
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-13509-0
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)917888677
  • (OCoLC)ocn917888677

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