Auditory spectrum-based pitched instrument onset detection

IEEE Transactions on Audio, Speech and Language Processing

Volumn 18, Issue 8, 2010, Pages 1968-1977

  Benetos, Emmanouil ^a,b,c   Stylianou, Yannis ^a,b  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b UNIVERSITY OF CRETE   (Greece)

^c QUEEN MARY UNIVERSITY OF LONDON   (United Kingdom)

Author keywords

Auditory spectrum; group delay function; onset detection

Indexed keywords

AUDITORY REPRESENTATION; AUDITORY SPECTRUM; DATA SETS; DECISION LEVELS; DETECTION PERFORMANCE; F-MEASURE; FUNDAMENTAL FREQUENCY ESTIMATION; GROUP DELAY FUNCTION; HUMAN AUDITORY SYSTEM; MUSIC SIGNALS; ONSET DETECTION; PHASE DIFFERENCE; PHASE SLOPE; SOUND PROCESSING; SPECTRAL ENERGY; SPECTRAL FLUX; SPECTROGRAMS; STATE-OF-THE-ART APPROACH; TIME-FREQUENCY REPRESENTATIONS;

ALGORITHMS; FREQUENCY ESTIMATION; SIGNAL DETECTION;

GROUP DELAY;

EID: 77956294913     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2010.2040785     Document Type: Article

References (31)

1. J. P. Bello, C. Duxbury, M. Davies, and M. Sandler, "On the use of phase and energy for musical onset detection in the complex domain," IEEE Signal Process. Lett., vol. 11, no. 6, pp. 553-556, Jun. 2004.
2. J. P. Bello, L. Daudet, S. Abdallah, C. Duxbury, M. Davies, and M. Sandler, "A tutorial on onset detection of music signals," IEEE Trans. Speech Audio Process., vol. 13, no. 5, pp. 1035-1047, Sep. 2005.
3. D. Moelants and C. Rampazzo, A. Camurri, Ed., "A computer system for the automatic detection of perceptual onsets in a musical signal," KANSEI- Technol. Emotion, pp. 140-146, 1997.
4. N. Collins, "Using a pitch detector for onset detection," in Proc. 6th Int. Conf. Music Inf. Retrieval, Sep. 2005, pp. 100-106.
5. A. Holzapfel, Y. Stylianou, A. C. Gedik, and B. Bozkurt, "Three dimensions of pitched instrument onset detection," IEEE Trans. Audio, Speech, Lang. Process., 2010, to be published.
6. C. Duxbury,M. Sandler, and M. Davies, "A hybrid approach to musical note onset detection," in Proc. 5th Int. Conf. Digital Audio Effects, Sep. 2002, pp. 35-38.
7. R. Zhou and J. D. Reiss, "Music onset detection combining energybased and pitch-based approaches," in Proc. 8th Int. Conf. Music Inf. Retrieval, Sep. 2007.
8. S. Dixon, "Onset detection revisited," in Proc. 9th Int. Conf. Digital Audio Effects, 2006, pp. 133-137.
9. A. Holzapfel and Y. Stylianou, "Beat tracking using group delay based onset detection," in Proc. 9th Int. Conf. Music Inf. Retrieval, Sep. 2008.
10. A. de Cheveigné and H. Kawahara, "Yin, a fundamental frequency estimator for speech and music," J. Acoust. Soc. Amer., vol. 111, no. 4, pp. 1917-1930, 2002.
11. R. Zhou and M. Mattavelli, "A new time-frequency representation for music signal analysis: Resonator time-frequency image," in Proc. 9th Int. Symp. Signal Process. Its Applicat., Feb. 2007, pp. 1-4.
12. A. Klapuri, "Sound onset detection by applying psychoacoustic knowledge," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., Mar. 1999, pp. 3089-3092.
13. K. Jensen, "A causal rhythm grouping," in Proc. 2nd Int. Symp. Comput. Music Modeling Retrieval, May 2004.
14. N. Collins, "A comparison of sound onset detection algorithms with emphasis on phsychoacoustically motivated detection functions," in Proc. AES 118th Conv., May 2005.
15. M. Gainza, E. Coyle, and B. Lawlor, "Onset detection using comb filters," in Proc. IEEEWorkshop Applicat. Signal Process. Audio Acoust., 2005, pp. 263-266.
16. P. Ru, "Multiscale multirate spectro-temporal auditory model," Ph.D. dissertation, Univ. of Maryland, College Park, 2001.
17. X. Yang, K. Wang, and S. A. Shamma, "Auditory representations of acoustic signals," IEEE Trans. Inf. Theory, vol. 38, no. 2, pp. 824-839, Mar. 1992.
18. T. F. Quatieri, Discrete-Time Speech Signal Processing. Upper Saddle River, NJ: Prentice-Hall, 2001.
19. M. Brookes, P. A. Naylor, and J. Gudnason, "A quantitative assessment of group delay methods for identifying glottal closures in voiced speech," IEEE Trans. Speech Audio Process., vol. 14, no. 2, pp. 456-466, Mar. 2006.
20. A. V. Oppenheim, R. W. Schafer, and J. R. Buck, Discrete-Time Signal Processing. Englewood Cliffs, NJ: Prentice-Hall, 1998.
21. T. Chi and S. A. Shamma, NSL Matlab Toolbox [Online]. Available: http://www.isr.umd.edu/Labs/NSL/Software.htm Neural Systems Lab., Univ. of Maryland
22. A. Savitzky and M. J. E. Golay, "Smoothing and differentiation of data by simplified least squares procedures," Anal. Chem., vol. 36, no. 8, pp. 1627-1639, Jul. 1964.
23. I. Kauppinen, "Methods for detecting impulsive noise in speech and audio signals," in Proc. 14th Int. Conf. Digital Signal Process., Jul. 2002, vol. 2, pp. 967-970.
24. P. de la Cuadra, A. Master, and C. Sapp, "Efficient pitch detection techniques for interactive music," in Proc. Comput. Music Conf., Sep. 2001.
25. A. M. Noll, "Pitch determination of human speech by the harmonic product spectrum, the harmonic sum spectrum and a maximum likelihood estimate," in Proc. Symp. Comput. Process. Commun., New York, 1970, vol. XIX, pp. 779-797, Polytechnic Press.
26. P. Leveau, L. Daudet, and G. Richard, "Methodology and tools for the evaluation of automatic onset detection algorithms in music," in Proc. 5th Int. Conf. Music Inf. Retrieval, 2004, pp. 72-75.
27. K. Sjölander and J. Beskow, Wavesurfer 1.8.5 Centre for Speech Technol., KTH Royal Inst. of Technol. [Online]. Available: http://www.speech. kth.se/wavesurfer/
28. Audio Onset Detection Task, MIREX, 2009. [Online].Available: http:// www.music-ir.org/mirex/2009/index.php/Audio-Onset-detection
29. I. Guyon, J. Makhoul, R. Schwartz, and V. Vapnik, "What size test set gives good error estimates?," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 1, pp. 52-64, Jan. 1998.
30. O. Lartillot and P. Toiviainen, "A MATLAB toolbox for musical feature extraction from audio," in Proc. 10th Int. Conf. Digital Audio Effects, Sep. 2007.
31. N. Collins, "Towards autonomous agents for live computer music: Realtime machine listening and interactive music systems," Ph.D. dissertation, Centre for Science and Music, Faculty of Music, Univ. of Cambridge, Cambridge, U.K., 2006.