Harmonic and inharmonic Nonnegative Matrix Factorization for polyphonic pitch transcription

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2008, Pages 109-112

  Vincent, Emmanuel ^a   Benin, Nancy ^b   Badeau, Roland ^b  

^a CAMPUS DE BEAULIEU   (France)

^b INSTITUT TELECOM   (France)

Author keywords

Harmonicity; Inharmonicity; Nonnegative matrix factorization; Pitch transcription; Spectral smoothness

Indexed keywords

ACOUSTICS; FACTORIZATION; LIGHT MEASUREMENT; MATRIX ALGEBRA; SIGNAL PROCESSING; SPEECH;

HARMONICITY; INHARMONICITY; NONNEGATIVE MATRIX FACTORIZATION; PITCH TRANSCRIPTION; SPECTRAL SMOOTHNESS;

TRANSCRIPTION;

EID: 51449099910     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4517558     Document Type: Conference Paper

References (15)

1. A. Klapuri and M. Davy, Signal processing methods for music transcription, Springer, New York, NY, 2006.
2. J.P. Bello, L. Daudet, and M.B.Sandler, "Automatic piano transcription using frequency and time-domain information," IEEE Trans. on Audio, Speech and Language Processing, vol. 14, no. 6, pp. 2242-2251, 2006.
3. P. Smaragdis and J.C. Brown, "Non-negative matrix factorization for polyphonic music transcription," in Proc. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2003, pp. 177-180.
4. S.A. Abdallah and M.D. Plumbley, "Unsupervised analysis of polyphonic music using sparse coding," IEEE Trans. on Neural Networks, vol. 17, no. 1, pp. 179-196, 2006.
5. E. Vincent, N. Bertin, and R. Badeau, "Two nonnegative matrix factorization methods for polyphonic pitch transcription," in Proc. Music Information Retrieval Evaluation eXchange (MIREX), 2007.
6. M. Kim and S. Choi, "Monaural music source separation: nonnegativity, sparseness and shift-invariance," in Proc. Int. Conf. on Independent Component Analysis and Blind Source Separation (ICA), 2006, pp. 617-624.
7. S.A. Raczyński, N. Ono, and S. Sagayama, "Multipitch analysis with harmonic nonnegative matrix approximation," in Proc. Int. Conf. on Music Information Retrieval (ISMIR), 2007, pp. 381-386.
8. L.I. Ortiz-Berenguer, F.J. Casajús-Quirós, M. Torres-Guijarro, and J.A. Beracoechea, "Piano transcription using pattern recognition: aspects on parameter extraction," in Proc. Int. Conf. on Digital Audio Effects (DAFx), 2004, pp. 212-216.
9. S. van de Par, A. Kohlrausch, G. Charestan, and R. Heusdens, "A new psycho-acoustical masking model for audio coding applications," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2002, vol. 2, pp. 1805-1808.
10. T. Virtanen and A. Klapuri, "Separation of harmonic sounds using linear models for the overtone series," in Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP), 2002, vol. 2, pp. 1757-1760.
11. E. Vincent, "Musical source separation using time-frequency source priors," IEEE Trans. on Audio, Speech and Language Processing, vol. 14, no. 1, pp. 91-98, 2006.
12. E. Vincent and M.D. Plumbley, "Low bitrate object coding of musical audio using Bayesian harmonic models," IEEE Trans. on Audio, Speech and Language Processing, vol. 15, no. 4, pp. 1273-1282, 2007.
13. T. Virtanen, "Monaural sound source separation by non-negative matrix factorization with temporal continuity and sparseness criteria," IEEE Trans. on Audio, Speech and Language Processing, vol. 15, no. 3, pp. 1066-1074, 2007.
14. D.D. Lee and H.S. Seung, "Algorithms for non-negative matrix factorization," in Advances in Neural Information Processing Systems (NIPS), 2001, pp. 556-562.
15. C.J. van Rijsbergen, Information retrieval, 2nd Edition, Butterworths, London, UK, 1979.