Probabilistic model for main melody extraction using constant-Q transform

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

Volumn , Issue , 2012, Pages 5357-5360

  Fuentes, Benoit ^a   Liutkus, Antoine ^a   Badeau, Roland ^a   Richard, Gaël ^a  

^a INSTITUT TELECOM   (France)

Author keywords

audio source separation; CQT; NTF; PLCA

Indexed keywords

AUDIO SOURCE SEPARATION; CQT; DIMENSION REDUCTION TECHNIQUES; FUNDAMENTAL FREQUENCIES; MUSIC ANALYSIS; NONNEGATIVE TENSOR FACTORIZATIONS; NTF; PITCH ESTIMATION; PITCH SHIFT; PLCA; PROBABILISTIC MODELS; SHORT TERM FOURIER TRANSFORMS; STATISTICAL MODELING;

SEPARATION;

SOURCE SEPARATION;

EID: 84867595669     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6289131     Document Type: Conference Paper

References (15)

1. T. Virtanen, A. Mesaros, and M. Ryynänen, "Combining pitch-based inference and non-negative spectrogram factorization in separating vocals from polyphonic music," in Proc. of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, Brisbane, Australia, September 2008.
2. J.-L. Durrieu, B. David, and G. Richard, "A musically motivated midlevel representation for pitch estimation and musical audio source separation," Selected Topics in Signal Processing, IEEE Journal of, vol. 5, no. 6, pp. 1180-1191, Oct. 2011.
3. A.T. Cemgil, P. Peeling, O. Dikmen, and S. Godsill, "Prior structures for Time-Frequency energy distributions," in Proc. of WASPAA, NY, USA, October 2007, pp. 151-154.
4. A. Liutkus, R. Badeau, and G. Richard, "Gaussian processes for under-determined source separation," Signal Processing, IEEE Transactions on, vol. 59, no. 7, pp. 3155-3167, July 2011.
5. A.S. Bregman, Auditory Scene Analysis, The perceptual Organization of Sound, MIT Press, 1994.
6. B. Fuentes, R. Badeau, and G. Richard, "Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA," in Proc. of ICASSP, Prague, Czech Republic, May 2011, pp. 401-404.
7. G.J. Mysore and P. Smaragdis, "Relative pitch estimation of multiple instruments," in Proc. of ICASSP, Taipei, Taiwan, April 2009, pp. 313-316.
8. M. Mørup, M. N. Schmidt, and L. K. Hansen, "Shift invariant sparse coding of image and music data," Tech. Rep., DTU Informatics, Technical University of Denmark, Lyngby, Denmark, 2008.
9. D. Fitzgerald, M. Cranitch, and E. Coyle, "Sound source separation using shifted non-negative tensor factorisation," in Proc. of ICASSP, Toulouse, France, May 2006, vol. 5, pp. 653-656.
10. D. Fitzgerald, M. Cranitch, and E. Coyle, "Resynthesis methods for sound source separation using shifted non-negative factorisation models," in Proc. of ISSC, Derry, Ireland, September 2007.
11. C. Schoerkhuber and A. Klapuri, "Constant-Q transform toolbox for music processing," in Proc. of the 7th Sound and Music Computing Conference, Barcelona, Spain, July 2010.
12. O. Dikmen and A. T. Cemgil, "Unsupervised single-channel source separation using Bayesian NMF," in Proc. of WASPAA, NY, USA, October 2009, pp. 93-96.
13. M.V. Shashanka, Latent variable framework for modeling and separating single-channel acoustic sources, Ph.D. thesis, Boston University, Boston, MA, USA, August 2007.
14. D.D. Lee and H.S. Seung, "Learning the parts of objects by nonnegativity matrix factorization," Nature, vol. 401, no. 6755, pp. 788-791, October 1999.
15. E. Vincent, C. Févotte, and R. Gribonval, "Performance measurement in blind audio source separation," Audio, Speech and Language Processing, IEEE Trans. on, vol. 14, no. 4, pp. 1462-1469, 2006.