Score guided audio restoration via generalised coupled tensor factorisation

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

Volumn , Issue , 2012, Pages 5369-5372

  Şimşekli, Umut ^a   Yilmaz, Y Kenan ^a   Cemgil, A Taylan ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

Audio Restoration; Coupled Tensor Factorisation

Indexed keywords

ALGORITHMIC FRAMEWORK; AUDIO RESTORATION; DATA FRAMES; LATENT FACTOR; MUSICAL SCORE; PIANO SOUNDS; SNR IMPROVEMENT; SPECTRAL INFORMATION; SPECTROGRAMS;

FACTORIZATION; RESTORATION; SIGNAL PROCESSING;

TENSORS;

EID: 84867600829     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6289134     Document Type: Conference Paper

References (12)

1. P. Smaragdis and J. C. Brown, "Non-negative matrix factorization for polyphonic music transcription," in WASPAA, 2003, pp. 177-180.
2. C. Févotte, N. Bertin, and J. L. Durrieu, "Nonnegative matrix factorization with the Itakura-Saito divergence. with application to music analysis," Neural Computation, vol. 21, pp. 793-830, 2009.
3. A. T. Cemgil and S. J. Godsill, "Probabilistic phase vocoder and its application to interpolation of missing values in audio signals," in EUSIPCO, 2005.
4. P. J. Wolfe and S. J. Godsill, "Interpolation of missing data values for audio signal restoration using a Gabor regression model," in ICASSP, 2005, pp. 517-520.
5. P. Smaragdis, B. Raj, and M. Shashanka, "Missing data imputation for time-frequency representations of audio signals," JSPS, vol. 10, pp. 1-10, 2010.
6. Y. K. Yilmaz, A. T. Cemgil, and U. Simsekli, "Generalised coupled tensor factorisation," in NIPS, 2011.
7. Y. K. Yilmaz and A. T. Cemgil, "Probabilistic latent tensor factorization," in LVA/ICA, 2010, pp. 346-353.
8. D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization.," Nature, vol. 401, pp. 788-791, 1999.
9. A. T. Cemgil, U. Şimşekli, and Y. C. Subakan, "Probabilistic tensor factorization framework for audio modeling," in WASPAA, 2011.
10. A. Cichoki, R. Zdunek, A.H. Phan, and S. Amari, Non-negative Matrix and Tensor Factorization, Wiley, 2009.
11. P. Smaragdis, "Non-negative matrix factor deconvolution; extraction of multiple sound sources from monophonic inputs," in ICA, 2004, pp. 494-499.
12. V. Emiya, R Badeau, and B. David, "Multipitch estimation of piano sounds using a new probabilistic spectral smoothness principle," IEEE TASLP, vol. 18, no. 6, pp. 1643-1654, 2010.