Music emotion recognition / Yi-Hsuan Yang, Homer H. Chen.
Series: Multimedia computing, communication and intelligencePublisher: Boca Raton, FL : CRC Press, [2011]Copyright date: (copy)2011Description: 1 online resource (xiv, 235 pages) : illustrationsContent type:- text
- computer
- online resource
- 9781466508927
- 1466508922
- 9781466509481
- 1466509481
- 9781439850473
- 143985047X
- ML74
eBooks
Description based on print version record.
"An Auerbach book."
Includes bibliographical references (pages 219-235).
Overview of emotion description and recognition -- Music features -- Dimensional MER by regression -- Ranking-based emotion annotation and model -- Fuzzy classification of music emotion -- Personalized MER and groupwise MER -- Two-layer personalization -- Probability music emotion distribution -- Lyrics analysis and its application to MER -- Chord recognition and its application to MER -- Genre classification and its application to MER -- Music retrieval in the emotion plane -- Future research directions.