IBT: A REAL-TIME TEMPO AND BEAT TRACKING SYSTEM

作者: João Lobato Oliveira , Luís Paulo Reis , Fabien Gouyon , Luis Gustavo Martins

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摘要: This paper describes a tempo induction and beat tracking system based on the efficient strategy (initially introduced in BeatRoot [Dixon S., “Automatic extraction of from expressive performances.” Journal New Music Research, 30(1):39-58, 2001]) competing agents processing musical input sequentially considering parallel hypotheses regarding beats. In this paper, we propose to extend causal continuous data. The main reasons for are threefold: providing more robustness potentially noisy data, permitting consideration number low-level frame-based features as input, opening way real-time uses (as e.g. mobile robotic platform). is implemented C++, faster than audio It integrated MARSYAS framework, therefore available under GPL users and/or researchers. Detailed evaluation non-causal versions common benchmark datasets show performances reaching those state-of-the-art trackers. We series lines future work careful analysis results.

参考文章(11)
Simon Dixon, Automatic Extraction of Tempo and Beat From Expressive Performances Journal of New Music Research. ,vol. 30, pp. 39- 58 ,(2001) , 10.1076/JNMR.30.1.39.7119
Geoffroy Peeters, Template-based estimation of time-varying tempo EURASIP Journal on Advances in Signal Processing. ,vol. 2007, pp. 158- 158 ,(2007) , 10.1155/2007/67215
Daniel P. W. Ellis, Beat Tracking by Dynamic Programming Journal of New Music Research. ,vol. 36, pp. 51- 60 ,(2007) , 10.1080/09298210701653344
Fabien Gouyon, Simon Dixon, Gerhard Widmer, Evaluating Low-Level Features for Beat Classification and Tracking international conference on acoustics, speech, and signal processing. ,vol. 4, pp. 1309- 1312 ,(2007) , 10.1109/ICASSP.2007.367318
Fabien Gouyon, Simon Dixon, A Review of Automatic Rhythm Description Systems Computer Music Journal. ,vol. 29, pp. 34- 54 ,(2005) , 10.1162/COMJ.2005.29.1.34
M. F. McKinney, D. Moelants, M. E. P. Davies, A. Klapuri, Evaluation of Audio Beat Tracking and Music Tempo Extraction Algorithms Journal of New Music Research. ,vol. 36, pp. 1- 16 ,(2007) , 10.1080/09298210701653252
F. Gouyon, A. Klapuri, S. Dixon, M. Alonso, G. Tzanetakis, C. Uhle, P. Cano, An experimental comparison of audio tempo induction algorithms IEEE Transactions on Audio, Speech, and Language Processing. ,vol. 14, pp. 1832- 1844 ,(2006) , 10.1109/TSA.2005.858509
Simon Dixon, Evaluation of the Audio Beat Tracking System BeatRoot Journal of New Music Research. ,vol. 36, pp. 39- 50 ,(2007) , 10.1080/09298210701653310
Fabien Gouyon, Perfecto Herrera, Pedro Cano, Pulse-dependent analyses of percussive music IEEE International Conference on Acoustics Speech and Signal Processing. ,vol. 4, pp. 4174- ,(2002) , 10.1109/ICASSP.2002.5745626
A.P. Klapuri, A.J. Eronen, J.T. Astola, Analysis of the meter of acoustic musical signals IEEE Transactions on Audio, Speech, and Language Processing. ,vol. 14, pp. 342- 355 ,(2006) , 10.1109/TSA.2005.854090