Title:
Music emotion recognition
Author:
Yang, Yi-Hsuan.
ISBN:
9781439850473
Publication Information:
Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], c2011.
Physical Description:
xiv, 247 p. : ill.
Series:
Multimedia computing, communication and intelligence
Series Title:
Multimedia computing, communication and intelligence
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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