Time-frequency ratio-based blind separation methods for attenuated and time-delayed sources

Mechanical Systems and Signal Processing

Volumn 19, Issue 6, 2005, Pages 1348-1379

  Puigt, Matthieu ^a   Deville, Yannick ^a  

^a IRAP   (France)

Author keywords

Attenuated and delayed mixtures; Blind source separation; Non stationary sources; Sparsity; Time frequency analysis; Variance analysis

Indexed keywords

ATTENUATION; MIXTURES; REGRESSION ANALYSIS; SIGNAL TO NOISE RATIO; SPEECH PROCESSING;

ATTENUATED AND DELAYED MIXTURES; NON-STATIONARY SOURCES; SPARSITY; TIME-FREQUENCY ANALYSIS; VARIANCE ANALYSIS;

BLIND SOURCE SEPARATION;

EID: 27644597607     PISSN: 08883270     EISSN: 10961216     Source Type: Journal    
DOI: 10.1016/j.ymssp.2005.08.003     Document Type: Article

References (20)

1. A. Hyvärinen, J. Karhunen, and E. Oja Independent Component Analysis 2001 Wiley-Interscience New York
2. A. Belouchrani, and M. Amin Blind source separation based on time-frequency signal representations IEEE Transactions on Signal Processing 46 11 1998 2888 2897
3. A. Holobar, C. Févotte, C. Doncarli, D. Zazula, Single autoterms selection for blind source separation in time-frequency plane, Proceedings of the 11th European Signal Processing Conference (EUSIPCO 2002), Toulouse, France, September 3-6, 2002.
4. C. Févotte, and C. Doncarli Two contributions to blind source separation using time-frequency distributions IEEE Signal Processing Letters 11 3 2004 386 389
5. A. Jourjine, S. Rickard, O. Yilmaz, Blind separation of disjoint orthogonal signals: demixing N sources from 2 mixtures, Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2000), vol. 5, IEEE Press, Istanbul, Turkey, June 5-9, 2000, pp. 2985-2988.
6. S. Rickard, R. Balan, J. Rosca, Real-time time-frequency based blind source separation, Proceedings of the Third International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego, USA, December 9-13, 2001, pp. 651-656.
7. S. Rickard, O. Yilmaz, On the approximate W-disjoint orthogonality of speech, Proceedings of International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2002), Orlando, USA, May 13-17, 2002.
8. R. Balan, J. Rosca, S. Rickard, Non-square blind source separation under coherent noise by beamforming and time-frequency masking, Proceedings of the Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, April 2003, pp. 313-318.
9. M. Baeck, U. Zölder, Performance analysis of a source separation algorithm, Proceedings of the Fifth Digital Audio Effects (DAFx-02), Hamburg, Germany, September 26-28, 2002, pp. 207-210.
10. F. Abrard, Y. Deville, P. White, A new source separation approach based on time-frequency analysis for instantaneous mixtures, Proceedings of the Fifth International Workshop on Electronics, Control, Modelling, Measurement and Signals (ECM2S 2001), Toulouse, France, May 30-June 1, 2001, pp. 259-267.
11. F. Abrard, Méthodes de séparation aveugle de sources et applications: des statistiques d'ordre supérieur à l'analyse temps-fréquence, Ph.D., Université Paul Sabatier, Toulouse, France, 2003.
12. F. Abrard, Y. Deville, P. White, From blind source separation to blind source cancellation in the underdetermined case: a new approach based on time-frequency analysis, Proceedings of the Third International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego, California, USA, December 9-13, 2001.
13. F. Abrard, Y. Deville, A time-frequency blind signal separation method applicable to underdetermined mixtures of dependent sources, Signal Processing 85 (7) (2005) 1389-1403.
14. Y. Deville, M. Puigt, B. Albouy, Time-frequency blind signal separation: extended methods, performance evaluation for speech sources, Proceedings of the International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004, pp. 255-260, IEEE Catalog Number: 04CH37541C, ISBN: 0-7803-8360-5.
15. Y. Deville, Temporal and time-frequency correlation-based blind source separation methods, Proceedings of the Fourth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2003), Nara, Japan, April 1-4, 2003, pp. 1059-1064.
16. Y. Deville, M. Puigt, Temporal and time-frequency correlation-based blind source separation methods. Part I: linear instantaneous mixtures, Signal Processing, submitted.
17. D. Smith, J. Lukasiak, I. Burnett, Two channel, block adaptative audio separation using the cross correlation of time frequency information, Proceedings on the Fifth International Symposium on Independent Component Analysis and Blind Signal Separation (ICA 2004), Granada, Spain, September 22-24, 2004.
18. B. Albouy, Y. Deville, A time-frequency blind source separation method based on segmented coherence function, in: J. Mira, J.R. Alvarez (Eds.), Proceedings of the Seventh International Work-Conference on Artificial and Natural Neural Networks (IWANN 2003), Special Session, vol. 2, Springer, Mao, Menorca, Spain, June 3-6, 2003, pp. 289-296.
19. R. Balan, J. Rosca, S. Rickard, J. O'Ruanaidh, The influence of windowing on time delay estimation, Proceedings of the 35th Annual Conference on Information Sciences and Systems (CISS 2000), vol. 1, Princeton, NJ, March 2000, pp. WP1(15-17).
20. F. Hlawatsch, G.F. Boudreaux-Bartels, Linear and quadratic time-frequency signal representations, IEEE SP Magazine, April 1992, pp. 21-67.