Pattern recognition in South Indian classical music using a hybrid of HMM and DTW

Proceedings - International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2007

Volumn 2, Issue , 2008, Pages 339-343

  Sinith, M S ^a   Rajeev, K ^b  

^a Amrita Vishwavidyapeethom ^*  (India)

^b APJ Abdul Kalam Technological University   (India)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATABASE SYSTEMS; HIDDEN MARKOV MODELS; MULTIMEDIA SYSTEMS; PATTERN RECOGNITION;

DYNAMIC TIME WARPING; FREQUENCY TRACKING; MUSICAL PATTERNS;

COMPUTER MUSIC;

EID: 41149138961     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCIMA.2007.334     Document Type: Conference Paper

References (12)

1. J. A. Moorer, "Signal processing aspects of computer music A survey", Proceedings of the IEEE, vol. 65, no. 8.
2. Gaurav Pandey, "Tansen:A system for automatic raga identification," Indian International conference on Artificial Intelligence 2003, Hyderabad, India, 2003
3. Arvindh Krishnaswamy, "Application of pitch tracking to South Indian classical music," Proceedings of IEEE, ICASSP, Hong Kong, China, April 2003.
4. 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.
5. M. Piszczalski and B. Galler, "Predicting musical pitch from component frequency ratios", Journal of the Acoustical Society of America, vol. 66, no. 3, 1979.
6. J. C. Brown, "Musical fundamental frequency tracking using a pattern recognition method", Journal of the Acoustical Society of America, vol. 92, no. 3, 1992.
7. 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.
8. D. Cooper and K. C. Ng, "A monophonie pitch-tracking algorithm based on waveform periodicity determinations using landmark points", Computer Music Journal, vol. 20, no. 3, Fall 1996.
9. T. Tolonen and M. Karjalainen, "A computationally efficient multipitch analysis model", IEEE Transactions on Speech and Audio Processing, vol.8, no. 6, November 2000.
10. Aggelos Pikrakis, "Recognition of isolated musical pattern using context dependent dynamic time warping", Transaction of speech and audio signal processing, vol. 11, no. 3, May 2003.
11. M.S. Sinith and K. Rajeev, "Tempo Tracking in South Indian Classical Music", NCTT'06, Trivandrum, India, 2006.
12. M.S. Sinith and K. Rajeev, "Hidden Markov Model based recognition of Musical pattern in South Indian Classical Music", IEEE International Conference on Signal and Image Processing, Hubli, India, 2006.