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Music emotion recognition

Author: Yi-Hsuan Yang; Homer H Chen
Publisher: Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], ©2011.
Series: Multimedia computing, communication and intelligence.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
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Genre/Form: Electronic books
Music
Additional Physical Format: Print version:
Yang, Yi-Hsuan.
Music emotion recognition.
Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], ©2011
(DLC) 2011560838
(OCoLC)663445298
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Yi-Hsuan Yang; Homer H Chen
ISBN: 9781439850473 143985047X 9781466508927 1466508922 9781466509481 1466509481
OCLC Number: 742381076
Description: 1 online resource (xiv, 247 pages) : illustrations.
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.
Series Title: Multimedia computing, communication and intelligence.
Responsibility: by Yi-Hsuan Yang and Homer H. Chen.

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