A fuzzy inference-based music emotion recognition system

IET Conference Publications

Volumn , Issue 543 CP, 2008, Pages 673-677

  Jun, Sanghoon ^a   Rho, Seungmin ^b   Han, Byeong Jun ^a   Hwang, Eenjun ^a  

^a Korea University   (South Korea)

^b Ajou University   (South Korea)

Author keywords

Arousal and valence; Emotion recognition; Fuzzy logic; Music emotion

Indexed keywords

AROUSAL AND VALENCE; COGNITIVE SCIENCE; EMOTION RECOGNITION; HUMAN EMOTION; MUSIC EMOTION; MUSIC SIGNALS; MUSIC UNDERSTANDING; USER FEEDBACK;

FUZZY INFERENCE; FUZZY SETS; VISUAL COMMUNICATION;

FACE RECOGNITION;

EID: 67649148218     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1049/cp:20080398     Document Type: Conference Paper

References (16)

1. S. Rho, B. Han, E. Hwang and M. Kim, "MUSEMBLE: A Novel Music Retrieval System with Automatic Voice Query Transcription and Reformulation," to appear in Journal of Systems and Software (JSS), Vol.81(7), pp. 1065-1080, (2008).
2. W. Birmingham, R. Dannenberg, B. Pardo, "An Introduction to Query by Humming with the VocalSearch System," Communications of the ACM, Vol.49 (8), pp. 49-52, (2006).
3. Hung-Chen Chen and Arbee L. P. Chen, "A Music Recommendation System Based on Music and User Grouping," Journal of Intelligent Information Systems, Vol.24 (3), pp. 113-132, (2005).
4. George Tzanetakis and Perry Cook, "Musical Genre Classification of Audio Signals," IEEE Transactions on Speech and Audio Processing, Vol.10(5), pp. 293-302, (2002).
5. A. Meng, and J. S. Shawe-Taylor, "An Investigation of Feature Models for Music Genre Classification using the Support Vector Classifier" In: 6th International Conference on Music Information Retrieval, ISMIR 2005, (2005).
6. Xi Shao, C. Xu, M. S. Kankanhalli, "Unsupervised Classification of Music Genre Using Hidden Markov Model," IEEE International Conference on Multimedia and Expo, pp. 2023-2026, (2004).
7. Lie Lu, D. Liu, Hong-Jiang Zhang, "Automatic Mood Detection and Tracking of Music Audio Signals," IEEE Transactions on Audio, Speech & Language Processing, Vol.14(1), pp. 5-18, (2006).
8. Juslin, P.N., Sloboda, J.A., "Music and Emotion: Theory and research", New York: Oxford University Press, (2001).
9. Novais, Paulo, et al., "Emotions on Agent based Simulators for Group Formation," Proceedings of the European Simulation and Modelling Conference, pp. 5-18, (2006).
10. Russell, J. A., "A Circumplex Model of Affect," Journal of Personality and Social Psychology, Vol.39, (1980).
11. R. E. Thayer, "The Biopsychology of Mood and Arousal," New York: Oxford University Press, (1989).
12. Yang, Y.H., et al., "Music emotion classification: a fuzzy approach," Proceedings of ACM Multimedia 2006, pp. 81-84, (2006).
13. Daniel P.W. Ellis, Graham E. Poliner, "Identifying 'Cover Songs' with Chroma Features and Dynamic Programming Beat Tracking," IEEE Conferences on Acoustic, Speech, and Signal Processing (ICASSP), Vol.IV, 1429-1432, (2007).
14. Carol Krumhansl, "Cognitive Foundations of Musical Pitch," Oxford University Press, (1990).
15. Musicovery, "http://musicovery.com/"
16. Wikipedia, "http://wikipedia.org/"