Score guided musical source separation using Generalized Coupled Tensor Factorization

European Signal Processing Conference

Volumn , Issue , 2012, Pages 2639-2643

  Şimşekli, Umut ^a   Cemgil, A Taylan ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

Coupled Tensor Factorization; Informed Source Separation; Non negative Matrix Factorization

Indexed keywords

AUDIO APPLICATIONS; MUSICAL INFORMATION; MUSICAL PIECES; NONNEGATIVE MATRIX FACTORIZATION; PRIOR KNOWLEDGE; TENSOR FACTORIZATION;

SIGNAL PROCESSING; TENSORS; TRANSCRIPTION;

FACTORIZATION;

EID: 84869751710     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Pierre Comon and Christian Jutten, Handbook of Blind Source Separation: Independent Component Analysis and Applications, Academic Press, 2010.
2. A. Liutkus, J. Pinel, R. Badeau, L. Girin, and G. Richard, "Informed source separation through spectrogram coding and data embedding," Signal Processing, vol. 92, no. 8, pp. 1937-1949, 2012.
3. R. Hennequin, B. David, and R. Badeau, "Score informed audio source separation using a parametric model of non-negative spectrogram," in ICASSP, Prague, Czech Republic, may 2011.
4. Y. K. Yilmaz, A. T. Cemgil, and U. Simsekli, "Generalised coupled tensor factorisation," in NIPS, 2011.
5. Y. K. Yilmaz and A. T. Cemgil, "Probabilistic latent tensor factorization," in LVA/ICA, 2010, pp. 346-353.
6. D. D. Lee and H. S. Seung, "Learning the parts of objects by non-negative matrix factorization.," Nature, vol. 401, pp. 788-791, 1999.
7. A. T. Cemgil, U. Şimşekli, and Y. C. Subakan, "Probabilistic tensor factorization framework for audio modeling," in WASPAA, 2011.
8. A. Cichoki, R. Zdunek, A.H. Phan, and S. Amari, Nonnegative Matrix and Tensor Factorization, Wiley, 2009.
9. P. Smaragdis and J. C. Brown, "Non-negative matrix factorization for polyphonic music transcription," in WASPAA, 2003, pp. 177-180.
10. Jiho Yoo, Minje Kim, Kyeongok Kang, and Seungjin Choi, "Nonnegative matrix partial co-factorization for drum source separation," in ICASSP, 2010, pp. 1942-1945.
11. U. Simsekli, Y. K. Yilmaz, and A. T. Cemgil, "Score guided audio restoration via generalised coupled tensor factorisation," in ICASSP, 2012.
12. U. Simsekli, Y. K. Yilmaz, and A. T. Cemgil, "Coupled tensor facorization models for polyphonic music transcription," in 10th IEEE Conference on Signal Processing and Communications Applications, 2012.
13. Masataka Goto, Hiroki Hashiguchi, Takuichi Nishimura, and Ryuichi Oka, "Rwc music database: Music genre database and musical instrument sound database," in ISMIR 2003, 2003, pp. 229-230.
14. Emmanuel Vincent, Rémi Gribonval, and Cédric Févotte, "Performance measurement in blind audio source separation," IEEE TASLP, vol. 14, no. 4, pp. 1462-1469, 2006.