An adaptive learning approach to music tempo and beat analysis

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2004, Pages

  Gao, Sheng ^a   Lee, Chin Hui ^b  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL AUDIO LIBRARIES; LINEAR REGRESSION MODEL; MAXIMUM A POSTERIORI (MAP) ESTIMATION; MUSICAL CONTENT ANALYSIS;

ACOUSTIC SIGNAL PROCESSING; ADAPTIVE SYSTEMS; ALGORITHMS; APPROXIMATION THEORY; COMPUTER SCIENCE; DIGITAL LIBRARIES; KNOWLEDGE ACQUISITION; LEARNING SYSTEMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PROBABILITY DISTRIBUTIONS; REGRESSION ANALYSIS; STANDARDS;

COMPUTER MUSIC;

EID: 4544349574     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. A. T. Cemgil, H. J. Kappen, P. Desain, & H. Honing, "On tempo tracking: Tempogram representation and Kalman filtering", Journal of New Music Research, Vol.28, No.4, pp.259-273, 2001.
2. B. L. Vercoe, W. G. Gardner, & E. D. Scheirer, "Structured Audio: Creation, Transmission, and Rendering of Parametric Sound Representations", Proceedings of the IEEE, Vol.86, No.5, pp.922-940, 1998.
3. C.-H. Lee & Q. Huo, "On Adaptive Decision Rules and Decision Parameter Adaptation for Automatic Speech Recognition," Proceedings of the IEEE, Vol. 88, No. 8, pp. 1241-1269, August 2000.
4. D. Kirovski & H. Attias, "Beat-ID: Identifying Music via Beat Analysis", Proc. MMSP 2003.
5. E. D. Scheirer, "Tempo and Beat Analysis of Acoustic Musical Signals", Journal of the Acoustical Society of America, Vol. 103, No.1, pp.588-601, 1998.
6. J. Foote & S. Uchihashi, "The Beat Spectrum: A New Approach to Rhythm Analysis", Proc. ICME 2001.
7. L. Rabiner & B.-H. Juang, Fundamentals of Speech Recognition, Prentice-Hall, 1993.
8. M. Goto & Y. Muraoka, "Real-time Beat Tracking for Drumless Audio Signals: Chord Change Detection for Musical Decisions", Speech Communication, Vol. 27, No.3-4, pp.311-335, 1999.
9. R. B. Dannenberg & N. Hu, "Pattern Discovery Techniques for Music Audio", Proc. of ISMIR, pp.63-70, 2002
10. S. Dixon, "Automatic Extraction of Tempo and Beat from Expressive Performances", Journal of New Music Research, Vol. 30, No.1, pp.39-58, 2001.