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Music emotion recognition / Yi-Hsuan Yang, Homer H. Chen.
- Format:
- Book
- Author/Creator:
- Yang, Yi-Hsuan, author.
- Series:
- Multimedia computing, communication and intelligence.
- Multimedia computing, communication and intelligence
- Language:
- English
- Subjects (All):
- Emotions--Mathematical models.
- Emotions.
- Music--Mathematical models.
- Music.
- Information storage and retrieval systems--Music.
- Information storage and retrieval systems.
- Physical Description:
- 1 online resource (261 p.)
- Edition:
- 1st edition
- Place of Publication:
- Boca Raton, Fla. : CRC ; London : Taylor & Francis [distributor], 2011.
- Language Note:
- English
- System Details:
- text file
- Summary:
- Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with a comprehensive introduction to the essential aspects of MER-including background, key techniques, and applications.This ground-breaking reference examines emotion from a dimensional perspective. It defines emotions in m
- Contents:
- Front cover; Contents; Preface; Abbreviations; Chapter 1. Introduction; Chapter 2. Overview of Emotion Description and Recognition; Chapter 3. Music Features; Chapter 4. Dimensional MER by Regression; Chapter 5. Ranking-Based Emotion Annotation and Model Training; Chapter 6. Fuzzy Classification of Music Emotion; Chapter 7. Personalized MER and Groupwise MER; Chapter 8. Two-Layer Personalization; Chapter 9. Probability Music Emotion Distribution Prediction; Chapter 10. Lyrics Analysis and Its Application to MER; Chapter 11. Chord Recognition and Its Application to MER
- Chapter 12. Genre Classification and Its Application to MERChapter 13. Music Retrieval in the Emotion Plane; Chapter 14. Future Research Directions; References; Back cover
- Notes:
- "An Auerbach book."
- Includes bibliographical references.
- Description based on print version record.
- ISBN:
- 9781040059685
- 1040059686
- 9780429105708
- 0429105703
- 9781466509481
- 1466509481
- 9781439850473
- 143985047X
- OCLC:
- 741493020
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