Combining HMM-based melody extraction and NMF-based soft masking for separating voice and accompaniment from monaural audio

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

Volumn , Issue , 2011, Pages 1-4

  Wang, Yun ^a   Ou, Zhijian ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

HMMs; melody extraction; Monaural sound separation; NMF; soft masking

Indexed keywords

HMMS; MELODY EXTRACTION; MONAURAL-SOUND; NMF; SOFT MASKING;

AUDIO ACOUSTICS; AUDIO SIGNAL PROCESSING; AUDIO SYSTEMS; BLIND SOURCE SEPARATION; FACTORIZATION; HIDDEN MARKOV MODELS; SPEECH COMMUNICATION;

MATRIX ALGEBRA;

EID: 80051659047     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2011.5946313     Document Type: Conference Paper

References (11)

1. Y. Li and D. L. Wang, "Separation of singing voice from music accompaniment for monaural recordings," IEEE Trans. on ASLP, May 2007.
2. C. L. Hsu and J. S. R. Jang, "On the improvement of singing voice separation for monaural recordings using the MIR-1K dataset," IEEE Trans. on ASLP, Feb. 2010.
3. K. Dressler, "An auditory streaming approach on melody extraction," Proc. MIREX, 2006.
4. C. L. Hsu, L. Y. Chen, J. S. R. Jang, and H. J. Li, "Singing pitch extraction from monaural polyphonic songs by contextual audio modeling and singing harmonic enhancement," Proc. ISMIR, 2009.
5. T. Virtanen, A. Mesaros, and M. Ryynänen, "Combining pitch-based inference and non-negative matrix spectrogram factorization in separating vocals from polyphonic music," ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, Sep. 2008.
6. A. Klapuri, "Multiple fundamental frequency estimation by summing harmonic amplitudes," Proc. ISMIR, 2006.
7. J.-L. Durrieu, G. Richard, and B. David, "An iterative approach to monaural music mixture de-soloing," Proc. ICASSP, 2009.
8. Y. Li and D. L. Wang, "On the optimality of ideal binary time-frequency masks," Proc. ICASSP, 2008.
9. J.-L. Durrieu, G. Richard, and B. David, "Singer melody extraction in polyphonic signals using source separation methods," Proc. ICASSP, 2008.
10. J.-L. Durrieu, A. Ozerov, C. Févotte, G. Richard, and B. David, "Main instrument separation from stereophonic audio signals using a source/filter model," Proc. European Signal Processing, Aug. 2009.
11. J.-L. Durrieu, G. Richard, B. David, and C. Févotte, "Source/filter model for unsupervised main melody extraction from polyphonic audio signals," IEEE Trans. on ASLP, Mar. 2010.