Extended nonnegative tensor factorisation models for musical sound source separation

Computational Intelligence and Neuroscience

Volumn 2008, Issue , 2008, Pages

  Fitzgerald, Derry ^a   Cranitch, Matt ^a   Coyle, Eugene ^b  

^a Munster Technological University   (Ireland)

^b DUBLIN INSTITUTE OF TECHNOLOGY   (Ireland)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 47649088496     PISSN: 16875265     EISSN: 16875273     Source Type: Journal    
DOI: 10.1155/2008/872425     Document Type: Article

References (53)

1. Stautner J. P., Analysis and synthesis of music using the auditory transform [M.S. thesis] 1983 Cambridge, Mass, USA MIT Electrical Engineering and Computer Science Department, Massachusetts Institute of Technology
2. Comon P., Independent component analysis, a new concept? Signal Processing 1994 36 3 287 314
3. Lewicki M. S., Sejnowski T. J., Learning overcomplete representations Neural Computation 2000 12 2 337 365
4. Olshausen B. A.
5. Lee D., Seung H., Learning the parts of objects by nonnegative matrix factorisation Nature 1999 401 6755 788 791
6. Paatero P., Tapper U., Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values Environmetrics 1994 5 2 111 126
7. Casey M., Westner A., Separation of mixed audio sources by independent subspace analysis Proceedings of the International Computer Music Conference (ICMC 00) August-September 2000 Berlin, Germany 154 161
8. Virtanen T., Sound source separation using sparse coding with temporal continuity objective Proceedings of the International Computer Music Conference (ICMC 03) September 2003 Singapore 231 234
9. Smaragdis P., Brown J. C., Non-negative matrix factorization for polyphonic music transcription Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 03) October 2003 New Paltz, NY, USA 177 180
10. FitzGerald D., Lawlor B., Coyle E., Sub-band independent subspace analysis for drum transcription Proceedings of the 5th International Conference on Digital Audio Effects (DAFX 02) September 2002 Hamburg, Germany 65 69
11. Raczynski S., Ono N., Sagayama S., Multipitch analysis with harmonic nonnegative matrix approximation Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 07) September 2007 Vienna, Austria 381 386
12. Sajda P., Du S., Parra L., Recovery of constituent spectra using non-negative matrix factorization 5207 Wavelets: Applications in Signal and Image Processing X August 2003 San Diego, Calif, USA 321 331 Proceedings of SPIE
13. Virtanen T., Sound source separation in monaural music signals [Ph.D. thesis] 2006 Tampere, Finland Tampere University of Technology
14. FitzGerald D., Cranitch M., Coyle E., Shifted non-negative matrix factorisation for sound source separation Proceedings of the 13th IEEE/SP Workshop on Statistical Signal Processing July 2005 Bordeaux, France 1132 1137
15. Mrup M., Hansen L. K., Arnfred S. M., Sparse higher order non-negative matrix factorization. Technical Report IMM2007-04658, Technical University of Denmark
16. Abdallah S. A., Plumbley M. D., Polyphonic transcription by non-negative sparse coding of power spectra Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR 04) October 2004 Barcelona, Spain 318 325
17. Parry R. M., Essa I., Incorporating phase information for source separation via spectrogram factorization 2 Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 07) April 2007 Honolulu, Hawaii, USA 661 664
18. Parry R. M.
19. Kompass R.
20. Cichocki A., Zdunek R., Amari S.-I., Csiszrs divergences for non-negative matrix factorization: family of new algorithms 3889 Proceedings of the 6th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 06) March 2006 Charleston, SC, USA Springer 32 39 Lecture Notes in Computer Science
21. Grady P. D. O., Sparse separation of under-determined speech mixtures [Ph.D. thesis] 2007 Kildare, Ireland National University of Ireland Maynooth
22. FitzGerald D., Automatic drum transcription and source separation [Ph.D. thesis] 2004 Dublin, Ireland Dublin Institute of Technology
23. Bader B. W.
24. FitzGerald D.
25. Parry R. M.
26. Barry D., Lawlor B., Coyle E., Sound source separation: azimuth discrimination and resynthesis Proceedings of the 7th International Conference on Digital Audio Effects (DAFX 04) October 2004 Naples, Italy
27. Smaragdis P.
28. Virtanen T., Separation of sound sources by convolutive sparse coding Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing (SAPA 04) October 2004 Jeju, Korea
29. Schmidt M. N.
30. Vincent E.
31. Nielsen A. B.
32. Brown J. C., Calculation of a constant Q spectral transform Journal of the Acoustical Society of America 1991 89 1 425 434
33. Eggert J., Wersing H., Krner E., Transformation-invariant representation and NMF 4 Proceedings of the IEEE International Joint Conference on Neural Networks (IJCNN 04) July 2004 Budapest, Hungary 2535 2539
34. FitzGerald D., Cranitch M., Coyle E., Shifted 2D non-negative tensor factorisation Proceedings of the Irish Signals and Systems Conference June 2006 Dublin, Ireland 509 513
35. Mrup M., Schmidt M. N., Sparse non-negative tensor 2D deconvolution (SNTF2D) for multi channel time-frequency analysis 2006 Copenhagen, Denmark Technical University of Denmark
36. FitzGerald D.
37. Slaney M., Pattern playback in the 90s Advances in Neural Information Processing Systems 7 1996 Cambridge, Mass, USA MIT Press
38. FitzGerald D., Cranitch M., Coyle E., Resynthesis methods for sound source separation using non-negative factorisation methods Proceedings of the Irish Signals and Systems Conference September 2007 Derry, Ireland
39. FitzGerald D., Cranitch M., Cychowski M., Towards an inverse constant Q transform Proceedings of the 120th AES Convention May 2006 Paris, France
40. Schmidt M. N.
41. DeFatta D., Lucas J., Hodgkiss W., Digital Signal Processing: A System Design Approach 1988 New York, NY, USA John Wiley Sons
42. Freed A., Rodet X., Depalle P., Performance, synthesis and control of additive synthesis on a desktop computer using FFT-1 19 Proceedings of the 19th International Computer Music Conference (ICMC 93) September 1993 Tokyo, Japan Waseda University Center for Scholarly Information, International Computer Music Association 98 101
43. Fletcher N. F., Rossing T. D., The Physics of Musical Instruments 1998 2nd New York, NY, USA Springer
44. Tensor Toolbox for Matlab, http://csmr.ca.sandia.gov/tgkolda/ TensorToolbox/
45. Woodruff J., Pardo B., Dannenberg R., Remixing stereo music with score-informed source separation Proceedings of the 7th International Symposium on Music Information Retrieval (ISMIR 06) October 2006 Victoria, Canada
46. Virtanen T., Klapuri A., Analysis of polyphonic audio using source-filter model and non-negative matrix factorization Proceedings of the Advances in Models for Acoustic Processing, Neural Information Processing Systems Workshop December 2006 Whistler, Canada
47. Vlimki V.
48. Schroeder M. R., Atal B. S., Code-excited linear prediction (CELP): high-quality speech at very low bit rates 10 Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 85) April 1985 Tampa, Fla, USA 937 940
49. Serra X., Poli G. D., Picialli A., Pope S. T., Roads C., Musical sound modeling with sinusoids plus noise Musical Signal Processing 1997 Lisse, The Netherlands Swets Zeiltlinger
50. Yilmaz.
51. Siedlaczek P.,. Advanced Orchestra Library Set, 1997
52. Vincent E.
53. BSSEval toolbox, http://bassdb.gforge.inria.fr/bsseval