Convolutive blind source separation for more than two sources in the frequency domain

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

Volumn 3, Issue , 2004, Pages

  Sawada, Hiroshi ^a   Mukai, Ryo ^a   Araki, Shoko ^a   Makino, Shoji ^a  

^a NTT Communication Science Laboratories   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; FREQUENCY DOMAIN ANALYSIS; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL MODELS; REAL TIME SYSTEMS; SENSORS; TIME DOMAIN ANALYSIS;

CONVOLUTIVE MIXTURES; FRAME SHIFT; OUTPUT SIGNALS; PERMUTATION;

BLIND SOURCE SEPARATION;

EID: 4344670887     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. S. Haykin, Ed., Unsupervised Adaptive Filtering (Volume I: Blind Source Separation), John Wiley & Sons, 2000.
2. T. W. Lee, Independent Component Analysis - Theory and Applications, Kluwer Academic Publishers, 1998.
3. A. Hyvärinen, J. Karhunen, and E. Oja, Independent Component Analysis, John Wiley & Sons, 2001.
4. K. Matsuoka and S. Nakashima, "Minimal distortion principle for blind source separation," in Proc. ICA 2002, Dec. 2001, pp. 722-727.
5. S. C. Douglas and X. Sun, "Convolutive blind separation of speech mixtures using the natural gradient," Speech Communication, vol. 39, pp. 65-78, 2003.
6. P. Smaragdis, "Blind separation of convolved mixtures in the frequency domain," Neurocomputing, vol. 22, pp. 21-34, 1998.
7. J. Anemüller and B. Kollmeier, "Amplitude modulation decorrelation for convolutive blind source separation," in Proc. ICA 2000, June 2000, pp. 215-220.
8. N. Murata, S. Ikeda, and A. Ziehe, "An approach to blind source separation based on temporal structure of speech signals," Neurocomputing, vol. 41, no. 1-4, pp. 1-24, Oct. 2001.
9. S. Kurita, H. Saruwatari, S. Kajita, K. Takeda, and F. Itakura, "Evaluation of blind signal separation method using directivity pattern under reverberant conditions," in Proc. ICASSP 2000, June 2000, pp. 3140-3143.
10. M. Z. Ikram and D. R. Morgan, "A beamforming approach to permutation alignment for multichannel frequency-domain blind speech separation," in Proc. ICASSP 2002, May 2002, pp. 881-884.
11. H. Sawada, R. Mukai, S. Araki, and S. Makino, "A robust and precise method for solving the permutation problem of frequency-domain blind source separation," in Proc. ICA2003, Apr. 2003, pp. 505-510.
12. S. Araki, R. Mukai, S. Makino, T. Nishikawa, and H. Saruwatari, "The fundamental limitation of frequency domain blind source separation for convolutive mixtures of speech," IEEE Trans. Speech Audio Processing, vol. 11, no. 2, pp. 109-116, 2003.
13. H. Sawada, R. Mukai, S. de la Kethulle, S. Araki, and S. Makino, "Spectral smoothing for frequency-domain blind source separation," in Proc. IWAENC 2003, Sept. 2003, pp. 311-314.
14. R. Mukai, H. Sawada, S. Araki, and S. Makino, "Robust real-time blind source separation for moving speakers in a room," in Proc. ICASSP 2003, Apr. 2003, pp. 469-472.
15. R. Mukai, H. Sawada, S. de la Kethulle, S. Araki, and S. Makino, "Array geometry arrangement for frequency domain blind source separation," in Proc. IWAENC 2003, Sept. 2003, pp. 219-222.