Multiple pitch transcription using DBN-based musicological models

Proceedings of the 11th International Society for Music Information Retrieval Conference, ISMIR 2010

Volumn , Issue , 2010, Pages 363-368

  Raczynski, Stanisław A ^a   Vincent, Emmanuel ^b   Bimbot, Frédéric ^b   Sagayama, Shigeki ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b INRIA   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AUDIO DATA; AUDIO SIGNAL; CROSS ENTROPY; MODELING ABILITIES; MUSICAL NOTES; PITCH ESTIMATION; RIGOROUS MODEL;

INFORMATION RETRIEVAL;

EID: 84873573353     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. A. Cemgil, H. Kappen, D. Barber, S. Netwerken and N. Nimegen: "A generative model for music transcription, " in IEEE trans. ALSP, vol. 14, nr. 2, pp. 679-694, 2006.
2. M. Goto, H. Hashiguchi, T. Nishimura, and R. Oka, "RWC Music Database: Music Genre Database and Musical Instrument Sound Database, " in Proc. ISMIR, pp. 229-230, 2003.
3. D. Kawakami, H. Kaneko, S. Sagayama: "Developing functional harmony labeled data and its statistical analysis, " in Proc. ASJ Spring Meeting, p. 2, 2010. (in japanese).
4. A. Klapuri: "Multiple fundamental frequency estimation by summing harmonic amplitudes, " in Proc. ISMIR, pp. 216-221, 2006.
5. K. Murphy: "Dynamic bayesian networks: representation, inference and learning, " PhD thesis, 2002.
6. A. Pertusa and J.M. Inesta: "Multiple fundamental frequency estimation using Gaussian smoothness, " in Proc. ICASSP, pp. 105-108, 2008.
7. S. Raczynski, N. Ono, S. Sagayama: "Extending Nonnegative Matrix Factorization - a discussion in the context of multiple frequency estimation of musical signals, '' in Proc. EUSIPCO, pp.934-938, 2009.
8. C. Raphael and J. Stoddard: "Harmonic Analysis with Probabilistic Graphical Models, " in Proc. ISMIR, pp. 177-181, 2003.
9. M. Ryynanen and A. Klapuri: "Modelling of Note Events for Singing Transcription, " Proc. ITRW, 2004.
10. Y. Ueda, Y. Uchiyama, T. Nishimoto, N. Ono, S. Sagayama, "HMM-based Approach for Automatic Chord Detection Using Refined Acoustic Features, " in Proc. ICASSP, 2010.
11. E. Vincent, N. Bertin, and R. Badeau: "Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation, " in IEEE Trans. ASLP, vol. 18, nr. 3, pp. 528-537, 2010.