The Resource Digital Speech Processing Using Matlab, by E. S. Gopi, (electronic resource)

Digital Speech Processing Using Matlab, by E. S. Gopi, (electronic resource)

Label
Digital Speech Processing Using Matlab
Title
Digital Speech Processing Using Matlab
Statement of responsibility
by E. S. Gopi
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
Digital Speech Processing Using Matlab deals with digital speech pattern recognition, speech production model, speech feature extraction, and speech compression. The book is written in a manner that is suitable for beginners pursuing basic research in digital speech processing. Matlab illustrations are provided for most topics to enable better understanding of concepts. This book also deals with the basic pattern recognition techniques (illustrated with speech signals using Matlab) such as PCA, LDA, ICA, SVM, HMM, GMM, BPN, and KSOM
Member of
http://library.link/vocab/creatorName
Gopi, E. S
Image bit depth
0
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
SpringerLink
Series statement
Signals and Communication Technology,
http://library.link/vocab/subjectName
  • Engineering
  • Optical pattern recognition
  • Biomedical engineering
  • Engineering
  • Signal, Image and Speech Processing
  • Pattern Recognition
  • Biomedical Engineering
Label
Digital Speech Processing Using Matlab, by E. S. Gopi, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
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
Pattern Recognition for Speech Detection -- Speech Production Model -- Feature Extraction of the Speech Signal -- Speech Compression -- Appendix A: Constrained Optimization using Lagrangian Techniques -- Appendix B: Expectation-Maximization Algorithm -- Appendix C: Diagonalization of the Matrix -- Appendix D: Condition Number -- Appendix E: Spectral Flatness -- Appendix F: Functional Blocks of the Vocal Tract and the Ear
Dimensions
unknown
Extent
XVI, 182 p. 103 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9788132216773
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-81-322-1677-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-81-322-1677-3
Label
Digital Speech Processing Using Matlab, by E. S. Gopi, (electronic resource)
Publication
Antecedent source
mixed
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
Pattern Recognition for Speech Detection -- Speech Production Model -- Feature Extraction of the Speech Signal -- Speech Compression -- Appendix A: Constrained Optimization using Lagrangian Techniques -- Appendix B: Expectation-Maximization Algorithm -- Appendix C: Diagonalization of the Matrix -- Appendix D: Condition Number -- Appendix E: Spectral Flatness -- Appendix F: Functional Blocks of the Vocal Tract and the Ear
Dimensions
unknown
Extent
XVI, 182 p. 103 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9788132216773
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-81-322-1677-3
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-81-322-1677-3

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