Recognition of isolated musical patterns using context dependent dynamic time warping

IEEE Transactions on Speech and Audio Processing

Volumn 11, Issue 3, 2003, Pages 175-183

  Pikrakis, Aggelos ^a   Theodoridis, Sergios ^a   Kamarotos, Dimitris ^a  

^a UNIVERSITY OF ATHENS   (Greece)

Author keywords

Dynamic time warping; Signal processing for music

Indexed keywords

ALGORITHMS; AUDIO ACOUSTICS; COMPUTATIONAL COMPLEXITY; CORRELATION METHODS; DATABASE SYSTEMS; DIGITAL SIGNAL PROCESSING; FREQUENCY DOMAIN ANALYSIS; MULTIMEDIA SYSTEMS; SPURIOUS SIGNAL NOISE; TIME DOMAIN ANALYSIS;

AUTOMATIC RECOGNITION; CONTEXT DEPENDENT DYNAMIC TIME WARPING; MUSICAL PATTERNS;

FEATURE EXTRACTION;

EID: 0038444620     PISSN: 10636676     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSA.2003.811533     Document Type: Article

References (23)

1. J. A. Moorer, "Signal processing aspects of computer music-A survey," Proceedings of the IEEE, vol. 65, no. 8.
2. M. R. Schroeder, "Period histogram and product spectrum: New methods for fundamental-frequency measurement," Journal of the Acoustical Society of America, vol. 43, no. 4, 1968.
3. M. Piszczalski and B. Galler, "Predicting musical pitch from component frequency ratios," Journal of the Acoustical Society of America, vol. 66, no. 3, 1979.
4. J. C. Brown, "Musical fundamental frequency tracking using a pattern recognition method," Journal of the Acoustical Society of America, vol. 92, no. 3, 1992.
5. J. C. Brown and B. Zhang, "Musical frequency tracking using the methods of conventional and narrowed autocorrelation," Journal of the Acoustical Society of America, vol. 89, no. 5, 1991.
6. J. C. Brown, "A high resolution fundamental frequency determination based on phase changes of the Fourier transform," Journal of the Acoustical Society of America, vol. 94, no. 2, 1993.
7. D. Cooper and K. C. Ng, "A monophonic pitch-tracking algorithm based on waveform periodicity determinations using landmark points," Computer Music Journal, vol. 20, no. 3, Fall 1996.
8. T. Tolonen and M. Karjalainen, "A computationally efficient multipitch analysis model," IEEE Transactions on Speech and Audio Processing, vol. 8, no. 6, November 2000.
9. H. Sakoe and S. Chiba, "Dynamic programming algorithm optimization for spoken word recognition," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 26, February 1978.
10. H. Sakoe, "Two-level DP matching: A dynamic programming based pattern recognition algorithm for connected word recognition," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 27, December 1979.
11. F. Itakura, "Minimum prediction residual principle applied to speech recognition," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 23, February 1975.
12. H. F. Silverman and D. P. Morgan, "The application of dynamic programming to connected speech recognition," IEEE ASSP Magazine, July 1990.
13. J. Deller, J. Proakis, and J. Hansen, Discrete-Time Processing of Speech Signals: McMillan, 1993.
14. S. Theodoridis and K. Koutroumbas, Pattern Recognition: Academic Press, 1998.
15. A. Pikrakis, S. Theodoridis, and D. Kamarotos, "Recognition of isolated musical patterns in the context of greek traditional music using dynamic time warping techniques," in Proceedings of the International Computer Music Conference (ICMC), 1997.
16. ____, "Recognition of isolated musical patterns using discrete observation hidden Markov models," in Proceedings of EUSIPCO, 1998.
17. D. R. Stammen and B. Pennycook, "Real-time recognition of melodic fragments using the dynamic time warping algorithm," in Proceedings of the International Computer Music Conference (ICMC), 1993.
18. B. Kostek, "Computer-based recognition of musical phrases using the rough-set approach," in Information Sciences 104, 1998.
19. B. Kostek and M. Szczerba, "Parametric representation of musical phrases," in 101st Convention of the AES, November 1996.
20. P. E. Papamichalis, Practical Approaches to Speech Coding: Prentice-Hall, 1987.
21. S. Karas, Theoritikon-Methodos, on Greek Traditional Music (in Greek) Athens, 1982.
22. J. S. Bridle and M. D. Brown, "Connected word recognition using whole word templates," in Proceedings of the Institute for Acoustics, Autumn Conference, Nov. 1979.
23. J. S. Bridle, R. M. Chamberlain, and M. D. Brown, "An algorithm for connected word recognition," in Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, vol. 2, 1982.