Music emotion recognition, by Yi-Hsuan Yang and Homer H. Chen
Type
Label
Music emotion recognition, by Yi-Hsuan Yang and Homer H. Chen
Language
eng
Bibliography note
Includes bibliographical references and index
Illustrations
illustrations
Index
index present
Literary form
non fiction
Main title
Music emotion recognition
Nature of contents
dictionariesbibliography
Oclc number
1742381076
Responsibility statement
by Yi-Hsuan Yang and Homer H. Chen
Series statement
Multimedia computing, communication and intelligence
Table of 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