Beat-tracking using a probabilistic framework and Linear Discriminant Analysis

Proceedings of the International Conference on Digital Audio Effects, DAFx

Volumn , Issue , 2009, Pages 313-320

  Peeters, Geoffroy ^a  

^a Université Pierre et Marie Curie   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DECODING; DISCRIMINANT ANALYSIS; INVERSE PROBLEMS; LEARNING SYSTEMS;

BEAT TRACKING; LINEAR DISCRIMINANT ANALYZE; MACHINE LEARNING METHODS; PROBABILISTIC FRAMEWORK; ROBUST APPROACHES; TIME VARIABLE; TRACKING APPROACHES; TRACKING PROBLEM; TRANSITION PROBABILITIES; VITERBI DECODING;

SPEECH PROCESSING;

EID: 84872722304     PISSN: 24136700     EISSN: 24136689     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. MIREX, "Audio beat tracking contest," 2006.
2. Alan Marsden, Journal of New Music Research: Special Issue on Beat and Tempo Extraction, 2007.
3. J. Laroche, "Efficient tempo and beat tracking in audio recordings," J. Audio Eng. Soc., vol. 51, no. 4, pp. 226-233, 2003.
4. A. Klapuri, A. Eronen, and J. Astola, "Analysis of the meter of acoustic musical signals," IEEE Trans. on Audio, Speech and Language Processing, vol. 14, no. 1, pp. 342-355, 2006.
5. D. Ellis, "Beat tracking by dynamic programming," J. New Music Research, vol. 6, no. Special Issue on Beat and Tempo Extraction, pp. 51-60, 2007.
6. S. Dixon, "Automatic extraction of tempo and beat from expressive performances," Journal of New Music Research, vol. 30, no. 1, pp. 39-58, 2001.
7. M. Goto, "An audio-based real-time beat tracking system for music with or without drum-sounds," Journal of New Music Research, vol. 30, no. 2, pp. 159-171, 2001.
8. G. Peeters, "Template-based estimation of time-varying tempo," EURASIP Journal on Advances in Signal Processing, vol. 2007, pp. Article ID 67215, 14 pages, 2007.
9. G. Peeters, "Music pitch representation by periodicity measures based on combined temporal and spectral representations," in Proc. of IEEE ICASSP, Toulouse, France, 2006, vol. V, pp. 53-56.
10. G. Peeters, Modeles et modelisation du signal sonore adaptes a ses caracteristiques locales, Phd thesis, Universite Paris VI, 2001.
11. L. Rabiner, "A tutorial on hidden markov model and selected applications in speech," Proceedings of the IEEE, vol. 77, no. 2, pp. 257-285, 1989.
12. R. Fisher, "The use of multiple measurements in taxonomic problems," Annals of Eugenics, vol. 7, pp. 179-188, 1936.
13. M. Goto, H/ Hashiguchi, T. Nishimura, and R. Oka, "Rwc music database: Popular, classical, and jazz music databases," in Proc. of ISMIR, Paris, France, 2002, pp. pp. 287-288.
14. G. Peeters, "Mirex 2005: Tempo detection and beat marking for perceptual tempo induction," in Proc. of ISMIR, London, UK, 2005.
15. M. Goto, "Aist annotation for the rwc music database," in Proc. of ISMIR, Victoria, Canada, 2006, pp. pp.359-360.