Beat Tracking by Dynamic Programming

作者: Daniel P. W. Ellis

DOI: 10.1080/09298210701653344

关键词: Speech recognitionRhythmBeat trackingDynamic programmingBeat detectionAudio signalBeat (music)Mathematics

摘要: Abstract Beat tracking – i.e. deriving from a music audio signal sequence of beat instants that might correspond to when human listener would tap his foot – involves satisfying two constraints. On the one hand, selected should generally moments in where is indicated, for instance by onset note played instruments. other set beats reflect locally-constant inter-beat-interval, since it this regular spacing between times defines musical rhythm. These dual constraints map neatly onto optimized dynamic programming, local match, and transition cost. We describe tracking system which first estimates global tempo, uses tempo construct cost function, then programming find best-scoring as well corresponding high ‘onset strength’ function derived audio. Th...

参考文章(14)
Tristan Jehan, Creating Music by Listening Massachusetts Institute of Technology. ,(2007)
Jean Laroche, Efficient Tempo and Beat Tracking in Audio Recordings Journal of The Audio Engineering Society. ,vol. 51, pp. 226- 233 ,(2003)
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
Martin F. McKinney, Dirk Moelants, Ambiguity in Tempo Perception: What Draws Listeners to Different Metrical Levels? Music Perception. ,vol. 24, pp. 155- 166 ,(2006) , 10.1525/MP.2006.24.2.155
M. Goto, Y. Muraoka, A beat tracking system for acoustic signals of music acm multimedia. pp. 365- 372 ,(1994) , 10.1145/192593.192700
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
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
A. Klapuri, Sound onset detection by applying psychoacoustic knowledge international conference on acoustics speech and signal processing. ,vol. 6, pp. 3089- 3092 ,(1999) , 10.1109/ICASSP.1999.757494
Simon Dixon, Werner Goebl, Emilios Cambouropoulos, PERCEPTUAL SMOOTHNESS OF TEMPO IN EXPRESSIVELY PERFORMED MUSIC Music Perception. ,vol. 23, pp. 195- 214 ,(2006) , 10.1525/MP.2006.23.3.195