Music emotion recognition
Yang, Yi-Hsuan.
Music emotion recognition [electronic resource] / Yi-Hsuan Yang, Homer H. Chen. - Boca Raton, Fla. : London : CRC ; Taylor & Francis [distributor], c2011. - xiv, 247 p. : ill. - Multimedia computing, communication and intelligence .
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.
Mode of access: World Wide Web.
9781439850473 (ebook : PDF)
Music--Mathematical models.
Emotions--Mathematical models.
Information storage and retrieval systems--Music.
Electronic books.
Music emotion recognition [electronic resource] / Yi-Hsuan Yang, Homer H. Chen. - Boca Raton, Fla. : London : CRC ; Taylor & Francis [distributor], c2011. - xiv, 247 p. : ill. - Multimedia computing, communication and intelligence .
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.
Mode of access: World Wide Web.
9781439850473 (ebook : PDF)
Music--Mathematical models.
Emotions--Mathematical models.
Information storage and retrieval systems--Music.
Electronic books.