Coverart for item
The Resource Source separation and machine learning, Jen-Tzung Chien

Source separation and machine learning, Jen-Tzung Chien

Label
Source separation and machine learning
Title
Source separation and machine learning
Statement of responsibility
Jen-Tzung Chien
Creator
Author
Subject
Language
eng
Summary
Source Separation and Machine Learning presents the fundamentals in adaptive learning algorithms for Blind Source Separation (BSS) and emphasizes the importance of machine learning perspectives. It illustrates how BSS problems are tackled through adaptive learning algorithms and model-based approaches using the latest information on mixture signals to build a BSS model that is seen as a statistical model for a whole system. Looking at different models, including independent component analysis (ICA), nonnegative matrix factorization (NMF), nonnegative tensor factorization (NTF), and deep neural network (DNN), the book addresses how they have evolved to deal with multichannel and single-channel source separation
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Chien, Jen-Tzung
Dewey number
621.3822
Index
index present
LC call number
TK5102.9
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Blind source separation
  • Machine learning
Label
Source separation and machine learning, Jen-Tzung Chien
Instantiates
Publication
Copyright
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
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9780128045664
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1057550047
  • (OCoLC)1057550047
Label
Source separation and machine learning, Jen-Tzung Chien
Publication
Copyright
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
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9780128045664
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1057550047
  • (OCoLC)1057550047

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