Detecting and classifying emotion in popular music

Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006

Volumn 2006, Issue , 2006, Pages

  Liu, Chia Chu ^a   Yang, Yi Hsuan ^a   Wu, Ping Hao ^a   Chen, Homer H ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Emotion classifier; Music emotion

Indexed keywords

CLASSIFICATION ACCURACY; EMOTION CLASSIFIER; MUSIC CLIPS; MUSIC EMOTION;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COMPUTER MUSIC; DATA STRUCTURES; DATABASE SYSTEMS; FEATURE EXTRACTION;

BEHAVIORAL RESEARCH;

EID: 33847738483     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2991/jcis.2006.325     Document Type: Conference Paper

References (11)

1. C. Xu, N. C. Maddage, and X. Shao, "Automatic Music Classification and Summarization," IEEE Trans. on Speech and Audio Processing, vol. 13, no. 3, pp. 441-450, May 2005.
2. C. Xu, N. C. Maddage, and X. Shao, "Automatic Music Classification and Summarization," IEEE Trans, on Speech and Audio Processing, vol. 13, no. 3, pp. 441-450, May 2005.
3. K. Umapathy, S. Krishnan, and S. Jimaa, "Multigroup Classification of Audio Signals Using Time-Frequency Parameters," IEEE Trans. on Multimedia, vol.7, no.2, pp. 308-315, Apr. 2005.
4. M. Wang, N. Zhang, and H. Zhu, "User-adaptive Music Emotion Recognition," IEEE, International Conference on Signal Processing, pp. 1352-1355, 2004.
5. T. Li and M. Ogihara, "Detecting Emotion in Music," Johns Hopkins University, 2003.
6. Marsyas, http://opihi.cs.uvic.ca/marsyas.
7. D. Liu, L. Lu, and H.-J. Zhang, "Automatic Mood Detection from Acoustic Music Data," Johns Hopkins University, 2003.
8. K. Hevner, "Expression in Music: A Discussion of Experimental Studies and Theories," Psychological Review, vol. 42, pp 186-204, 1935.
9. R. E. Thayer, The Biopsychology of Mood and Arousal, Oxford University Press, 1989.
10. PsySound, http://members.tripod.com/~densil/.
11. E. Schubert, "Measurement and Time Series Analysis of Emotion in Music," Ph. D. thesis, University of New South Wales, 1999.