Modification of the algorithm for beat tracking of a musical melody / Khachai M.Y., Kobylkin K.S., Khachai D.M. // Pattern Recognition and Image Analysis. - 2013. - V. 23, l. 1. - P. 74-79.

ISSN:
10546618
Type:
Article
Abstract:
A new efficient modification of the known heuristic algorithm for real-time beat tracking is proposed. An improved formula for updating the relative frequencies of time intervals between adjacent onsets is used in the modification. The algorithm has shown good performance on the MIREX Beat Tracking test base. © 2013 Pleiades Publishing, Ltd.
Author keywords:
beat tracking; note attack; onset detection
Index keywords:
Beat tracking; note attack; Onset detection; Relative frequencies; Time interval; Computer vision; Pattern recognition; Heuristic algorithms
DOI:
10.1134/S1054661813010069
Смотреть в Scopus:
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84875475268&doi=10.1134%2fS1054661813010069&partnerID=40&md5=05fcc939c0d9e07afaa322a5e6a30c47
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Affiliations Krasovsky Institute of Mathematics and Mechanics, Ural Branch, Russian Academy of Sciences, Ural, Russian Federation; Ural Federal University Yekaterinburg, Ural, Russian Federation; Omsk State Technical University, Omsk, Russian Federation
Author Keywords beat tracking; note attack; onset detection
References Dixon, S., Automatic Extraction of Tempo and Beat from Expressive Performances (2001) J. New Music Res., 30, pp. 39-58; Large, E., Kolen, J.F., Resonance and the Perception of Musical Meter (1994) Connection Sci., 6, pp. 177-208; Scheirer, E.D., Tempo and Beat Analysis of Acoustic Musical Signals (1998) J. Acoust. Soc. Am., 103, pp. 588-601; Goto, M., Muraoka, Y., Real-time Rhythm Tracking for Drumless Audio Signals Chord Change Detection for Musical Decisions (1997) Proc. Int. Joint Conf. On Artificial Intelligence. IJCAI'97 Worksho. On Computational Auditory Scene Analysis, pp. 135-144; Jensen, K., Andersen, T.H., Real Time Beat Estimation using Feature Extraction (2003) Proc. Computer Music Modelling and Retrieval Symposium, 2771, pp. 13-22; Bello, J.P., Daudet, L., Abdallah, S., Duxbury, C., Davies, M., Sandler, M., A Tutorial on Onset Detection in Music Signals (2005) IEEE Trans. Speech Audio Processing, 13 (5), pp. 1035-1047; Longuet-Higgins, H., Lee, C., The Perception of Musical Rhythms (1982) Perception, 11, pp. 115-128; Desain, P., A (de)Composable Theory of Rhythm (1992) Music Perception, 9, pp. 439-454; McKinney, M.F., Moelants, D., Davies, M.E.P., Klapuri, A., Evaluation of Audio Beat Tracking and Music Tempo Extraction Algorithms (2007) J. New Music Res., 36 (1), pp. 1-16; www.music-ir.org/mirex/wiki/2006, MIREX Contest, Audio-Beat-Tracking-Results; Larman, C., (2000) Applying UML and Patterns, , New Jersey: Prentice Hall
Correspondence Address Khachai, M. Y.; Krasovsky Institute of Mathematics and Mechanics, Ural Branch, Russian Academy of Sciences, Ural, Russian Federation; email: mkhachay@imm.uran.ru
Language of Original Document English
Abbreviated Source Title Pattern Recogn. Image Anal.
Source Scopus