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Music emotion recognition [electronic resource] / Yi-Hsuan Yang, Homer H. Chen.

By: Contributor(s): Material type: TextTextSeries: Multimedia computing, communication and intelligencePublication details: Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], c2011.Description: xiv, 247 p. : illISBN:
  • 9781439850473 (ebook : PDF)
Subject(s): Genre/Form: Additional physical formats: No title; No titleOnline resources: Available additional physical forms:
  • Also available in print edition.
Contents:
1. Introduction -- 2. Overview of emotion description and recognition -- 3. Music features -- 4. Dimensional MER by regression -- 5. Ranking-based emotion annotation and model training -- 6. Fuzzy classification of music emotion -- 7. Personalized MER and groupwise MER -- 8. Two-layer personalization -- 9. Probability music emotion distribution prediction -- 10. Lyrics analysis and its application to MER -- 11. Chord recognition and its application to MER -- 12. Gene classification and its application to MER -- 13. Music retrieval in the emotion plane -- 14. Future research directions.
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Includes bibliographical references (p. 219-235) and index.

1. Introduction -- 2. Overview of emotion description and recognition -- 3. Music features -- 4. Dimensional MER by regression -- 5. Ranking-based emotion annotation and model training -- 6. Fuzzy classification of music emotion -- 7. Personalized MER and groupwise MER -- 8. Two-layer personalization -- 9. Probability music emotion distribution prediction -- 10. Lyrics analysis and its application to MER -- 11. Chord recognition and its application to MER -- 12. Gene classification and its application to MER -- 13. Music retrieval in the emotion plane -- 14. Future research directions.

Also available in print edition.

Mode of access: World Wide Web.

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Khulna University of Engineering & Technology

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