Note detection with dynamic Bayesian Networks as a postanalysis step for NMF-based multiple pitch estimation techniques

IEEE Workshop on Applications of Signal Processing to Audio and Acoustics

Volumn , Issue , 2009, Pages 49-52

  Raczyński, Stanisław A ^a   Ono, Nobutaka ^a   Sagayama, Shigeki ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

Dynamic Bayesian Networks; Multipitch analysis; Nonnegative matrix factorization; Note detection

Indexed keywords

DYNAMIC BAYESIAN NETWORK; MATRIX; MUSICAL SIGNALS; NONNEGATIVE MATRIX FACTORIZATION; PITCH ESTIMATION; PROBABILISTIC MODELS; THRESHOLDING;

AUDIO ACOUSTICS; AUDIO SIGNAL PROCESSING; DISTRIBUTED PARAMETER NETWORKS; FACTORIZATION; INFERENCE ENGINES; INTELLIGENT NETWORKS; LIGHT MEASUREMENT; SIGNAL DETECTION; SIGNAL PROCESSING;

BAYESIAN NETWORKS;

EID: 77950145950     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ASPAA.2009.5346507     Document Type: Conference Paper

References (13)

1. "MIREX 2008 multiple fundamental frequency estimation and tracking results," May 2009. [Online]. Available: http://www.music-ir.org/mirex/ 2008/index.php/Multiple-Fundamental-Frequency Estimation-%26-Tracking-Results
2. D. Lee and H. Seung, "Algorithms for Non-negative Matrix Factorization," Advances in Neural Information Processing Systems, pp. 556-562, 2001.
3. I. Dhillon and S. Sra, "Generalized Nonnegative Matrix Approximations with Bregman divergences," Advances in Neural Information Processing Systems, vol. 18, p. 283, 2006.
4. P. Smaragdis and J. Brown, "Non-negative Matrix Factorization for polyphonic music transcription," in Proc. of IEEE WASPAA, 2003, pp. 177-180.
5. S. Abdallah and M. Plumbley, "Unsupervised analysis of polyphonic music by sparse coding," IEEE Trans. Neural Netw., vol. 17, no. 1, pp. 179-196, 2006.
6. M. Schmidt and M. Mørup, "Sparse Non-negative Matrix Factor 2-D Deconvolution for automatic transcription of polyphonic music," in Proc. 6th International Symposium on Independent Component Analysis and Blind Signal Separation, 2006.
7. E. Vincent, N. Bertin, and R. Badeau, "Harmonic and inharmonic nonnegative matrix factorization for polyphonic pitch transcription," in Proc. of IEEE ICASP, 2008, pp. 109-112.
8. A. Cemgil, B. Kappen, and D. Barber, "Generative model based polyphonic music transcription," in Proc. of IEEE WASPAA, 2003.
9. V. Emiya, R. Badeau, and B. David, "Automatic transcription of piano music based on HMM tracking of jointly-estimated pitches," in Proc. of EUSIPCO.
10. A. Uitdenbogerd and J. Zobel, "Melodic matching techniques for large music databases," in Proc. of the seventh ACM international conference on Multimedia (Part 1). ACM New York, NY, USA, 1999, pp. 57-66.
11. "The ultimate Chopin MIDI collection," May 2009. [Online]. Available: http://www.geocities.com/Vienna/2217/midi.htm
12. K. Murphy, "Dynamic Bayesian networks: representation, inference and learning," Ph.D. dissertation, University of California, 2002.
13. S. Raczyński, N. Ono, and S. Sagayama, "Multipitch analysis with Harmonic Nonnegative Matrix Approximation," in Proc. of the 8th ISMIR, 2007.