Music emotion recognition [electronic resource] / Yi-Hsuan Yang, Homer H. Chen.
By: Yang, Yi-Hsuan.
Contributor(s): Chen, Homer H.
Material type:
BookSeries: Multimedia computing, communication and intelligence.Publisher: Boca Raton, Fla. : London : CRC ; Taylor & Francis [distributor], c2011Description: xiv, 247 p. : ill.ISBN: 9781439850473 (ebook : PDF).Subject(s): Music -- Mathematical models | Emotions -- Mathematical models | Information storage and retrieval systems -- MusicGenre/Form: Electronic books.Additional physical formats: No title; No titleOnline resources: Distributed by publisher. Purchase or institutional license may be required for access. Also available in print edition.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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