Coverart for item
The Resource Analyzing Emotion in Spontaneous Speech, by Rupayan Chakraborty, Meghna Pandharipande, Sunil Kumar Kopparapu, (electronic book)

Analyzing Emotion in Spontaneous Speech, by Rupayan Chakraborty, Meghna Pandharipande, Sunil Kumar Kopparapu, (electronic book)

Label
Analyzing Emotion in Spontaneous Speech
Title
Analyzing Emotion in Spontaneous Speech
Statement of responsibility
by Rupayan Chakraborty, Meghna Pandharipande, Sunil Kumar Kopparapu
Creator
Contributor
Author
Subject
Language
eng
Summary
This book captures the current challenges in automatic recognition of emotion in spontaneous speech and makes an effort to explain, elaborate, and propose possible solutions. Intelligent human?computer interaction (iHCI) systems thrive on several technologies like automatic speech recognition (ASR); speaker identification; language identification; image and video recognition; affect/mood/emotion analysis; and recognition, to name a few. Given the importance of spontaneity in any human?machine conversational speech, reliable recognition of emotion from naturally spoken spontaneous speech is crucial. While emotions, when explicitly demonstrated by an actor, are easy for a machine to recognize, the same is not true in the case of day-to-day, naturally spoken spontaneous speech. The book explores several reasons behind this, but one of the main reasons for this is that people, especially non-actors, do not explicitly demonstrate their emotion when they speak, thus making it difficult for machines to distinguish one emotion from another that is embedded in their spoken speech. This short book, based on some of authors? previously published books, in the area of audio emotion analysis, identifies the practical challenges in analysing emotions in spontaneous speech and puts forward several possible solutions that can assist in robustly determining the emotions expressed in spontaneous speech
Member of
Cataloging source
AZU
http://library.link/vocab/creatorName
Chakraborty, Rupayan
Dewey number
006.4/54
Index
no index present
LC call number
TJ210.2-211.495
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Pandharipande, Meghna.
  • Kopparapu, Sunil Kumar.
http://library.link/vocab/subjectName
  • Computer science
  • User interfaces (Computer systems)
  • Artificial intelligence
  • Computer simulation
  • Pattern perception
  • Application software
Label
Analyzing Emotion in Spontaneous Speech, by Rupayan Chakraborty, Meghna Pandharipande, Sunil Kumar Kopparapu, (electronic book)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Literature Survey -- A Framework for Spontaneous Speech Emotion Recognition -- Improving Emotion Classi?cation Accuracies -- Case Studies -- Conclusions -- Appendix -- Index
Control code
SPR1021196825
Dimensions
unknown
Extent
1 online resource (XVI, 81 p. 31 illus.)
File format
multiple file formats
Form of item
online
Isbn
9789811076732
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-7674-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • on1021196825
  • (OCoLC)1021196825
Label
Analyzing Emotion in Spontaneous Speech, by Rupayan Chakraborty, Meghna Pandharipande, Sunil Kumar Kopparapu, (electronic book)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Introduction -- Literature Survey -- A Framework for Spontaneous Speech Emotion Recognition -- Improving Emotion Classi?cation Accuracies -- Case Studies -- Conclusions -- Appendix -- Index
Control code
SPR1021196825
Dimensions
unknown
Extent
1 online resource (XVI, 81 p. 31 illus.)
File format
multiple file formats
Form of item
online
Isbn
9789811076732
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-981-10-7674-9
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • on1021196825
  • (OCoLC)1021196825

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