The Resource Language identification using excitation source features, K. Sreenivasa Rao, Dipanjan Nandi

Language identification using excitation source features, K. Sreenivasa Rao, Dipanjan Nandi

Label
Language identification using excitation source features
Title
Language identification using excitation source features
Statement of responsibility
K. Sreenivasa Rao, Dipanjan Nandi
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
This book discusses the contribution of excitation source information in discriminating language. The authors focus on the excitation source component of speech for enhancement of language identification (LID) performance. Language specific features are extracted using two different modes: (i) Implicit processing of linear prediction (LP) residual and (ii) Explicit parameterization of linear prediction residual. The book discusses how in implicit processing approach, excitation source features are derived from LP residual, Hilbert envelope (magnitude) of LP residual and Phase of LP residual; and in explicit parameterization approach, LP residual signal is processed in spectral domain to extract the relevant language specific features. The authors further extract source features from these modes, which are combined for enhancing the performance of LID systems. The proposed excitation source features are also investigated for LID in background noisy environments. Each chapter of this book provides the motivation for exploring the specific feature for LID task, and subsequently discuss the methods to extract those features and finally suggest appropriate models to capture the language specific knowledge from the proposed features. Finally, the book discuss about various combinations of spectral and source features, and the desired models to enhance the performance of LID systems
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Rao, K. Sreenivasa
Dewey number
621.399
Illustrations
illustrations
Index
no index present
LC call number
TK7882.S65
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Nandi, Dipanjan
Series statement
Springerbriefs in electrical and computer engineering. Speech technology
http://library.link/vocab/subjectName
  • Speech processing systems
  • Automatic speech recognition
  • TECHNOLOGY & ENGINEERING
  • Automatic speech recognition
  • Speech processing systems
  • Engineering
  • Signal, Image and Speech Processing
  • Language Translation and Linguistics
  • Computational Linguistics
Label
Language identification using excitation source features, K. Sreenivasa Rao, Dipanjan Nandi
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-17725-0
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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 -- Language Identification -- A Brief Review -- Implicit Excitation Source Features for Language Identification -- Parametric Excitation Source Features for Language Identification -- Complementary and Robust Nature of Excitation Source Features for Language Identification -- Conclusion
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319177250
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-17725-0
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)907676409
  • (OCoLC)ocn907676409
Label
Language identification using excitation source features, K. Sreenivasa Rao, Dipanjan Nandi
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-17725-0
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
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 -- Language Identification -- A Brief Review -- Implicit Excitation Source Features for Language Identification -- Parametric Excitation Source Features for Language Identification -- Complementary and Robust Nature of Excitation Source Features for Language Identification -- Conclusion
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9783319177250
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-17725-0
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)907676409
  • (OCoLC)ocn907676409

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