Research Catalog

Music emotion recognition

Title
Music emotion recognition / by Yi-Hsuan Yang and Homer H. Chen.
Author
Yang, Yi-Hsuan.
Publication
Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], ©2011.

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StatusFormatAccessCall NumberItem Location
TextUse in library ML74 .Y36 2011Off-site

Details

Additional Authors
Chen, Homer H.
Description
xiv, 247 pages : illustrations; 25 cm.
Series Statement
Multimedia computing, communication and intelligence
Uniform Title
Multimedia computing, communication and intelligence
Subject
  • Music > Mathematical models
  • Emotions > Mathematical models
  • Information storage and retrieval systems > Music
  • Musik
  • Gefühl
  • Musikwahrnehmung
  • Data Mining
Bibliography (note)
  • Includes bibliographical references (p. 219-235) and index.
Contents
Overview of emotion description and recognition -- Music features -- Dimensional MER by regression -- Ranking-based emotion annotation and model -- Fuzzy classification of music emotion -- Personalized MER and groupwise MER -- Two-layer personalization -- Probability music emotion distribution -- Lyrics analysis and its application to MER -- Chord recognition and its application to MER -- Genre classification and its application to MER -- Music retrieval in the emotion plane -- Future research directions.
ISBN
  • 9781439850466
  • 1439850461
LCCN
2011560838
OCLC
  • ocn663445298
  • 663445298
  • SCSB-14288325
Owning Institutions
Princeton University Library