A self-generator method for initial filters of SIMO-ICA applied to blind separation of binaural sound mixtures

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Volumn E88-A, Issue 7, 2005, Pages 1673-1682

  Takatani, Tomoya ^a,b   Ukai, Satoshi ^a,b   Nishikawa, Tsuyoki ^a,b   Saruwatari, Hiroshi ^a,b,c   Shikano, Kiyohiro ^a,c,d,e,f  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

^b Inst Electronics Info Commun E   (Japan)

^c IEEE

^d IPSJ   (Japan)

^e Japan VR Society   (Japan)

^f International Speech Communication Society

Author keywords

Binaural; Blind source separation; Independent component analysis; Self generator; SIMO ICA

Indexed keywords

BLIND SOURCE SEPARATION; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL TECHNIQUES; MICROPHONES; SENSITIVITY ANALYSIS; SIGNAL PROCESSING;

BINAURAL; CONVENTIONAL METHODS; SELF-GENERATOR; SIMO-ICA;

WAVE FILTERS;

EID: 26044450627     PISSN: 09168508     EISSN: 17451337     Source Type: Journal    
DOI: 10.1093/ietfec/e88-a.7.1673     Document Type: Article

References (19)

1. P. Comon, "Independent component analysis: A new concept?," Signal Process., vol.36, pp.287-314, 1994.
2. A.J. Bell and T.J. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Comput., vol.7, pp. 1129-1159, 1995.
3. P. Smaragdis, "Blind separation of convolved mixtures in the frequency domain," Neurocomputing, vol.22, pp.21-34, 1998.
4. H. Saruwatari, T. Kawamura, and K. Shikano, "Blind source separation for speech based on fast-convergence algorithm with ICA and beamforming," Proc. Eurospeech2001, pp.2603-2606, 2001.
5. A. Cichocki and S. Amari, Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications, John Wiley & Sons, West Sussex, 2002.
6. T. Nishikawa, H. Saruwatari, and K. Shikano, "Blind source separation of acoustic signals based on multistage ICA combining frequency-domain ICA and time-domain ICA," IEICE Trans. Fundamentals, vol.E86-A, no.4, pp.846-858, April 2003.
7. J. Bauck and D.H. Cooper, "Generalized transaural stereo and applications," J. Audio Eng. Soc., vol.44, no.9, pp.683-705, 1996.
8. J. Blauert, Spatial Hearing, revised edition, The MIT Press, Cambridge, MA, 1997.
9. Y. Tatekura, H. Saruwatari, and K. Shikano, "Sound reproduction system including adaptive compensation of temperature fluctuation effect for broad-band sound control," IEICE Trans. Fundamentals, vol.E85-A, no.8, pp.1851-1860, Aug. 2002.
10. Y. Nagata, Y. Tatekura, H. Saruwatari, and K. Shikano, "Iterative inverse filter relaxation algorithm for adaptation to acoustic fluctuation in sound reproduction system," Electronics and Communications in Japan, Part 3, J. Wiley & Sons, vol.87, no.7, pp. 15-26, 2004.
11. T. Takatani, T. Nishikawa, H. Saruwatari, and K. Shikano, "High-fidelity blind source separation of acoustic signals using SIMO-model-based ICA with information-geometric learning," Proc. IWAENC2003, pp.251-254, 2003.
12. T. Takatani, T. Nishikawa, H. Saruwatari, and K. Shikano, "High-fidelity blind separation of acoustic signals using SIMO-model-based independent component analysis," IEICE Trans. Fundamentals, vol.E87-A, no.8, pp.2063-2072, Aug. 2004.
13. I. Toshima, H. Uematsu, and T. Hirahara, "A steerable dummy head that tracks three-dimensional head movement: TeleHead," Acoustical Science and Technology, vol.24, no.5, pp.327-329, 2003.
14. S. Tachi, K. Komoriya, K. Sawada, T. Nishiyama, T. Itoko, M. Kobayashi, and K. Inoue, "Telexistence cockpit for humanoid robot control," Advanced Robotics, vol.17, no.3, pp. 199-217, 2003.
15. S. Choi, S. Amari, A. Cichocki, and R. Liu, "Natural gradient learning with a nonholonomic constraint for blind deconvolution of multiple channels," Proc. International Workshop on Independent Component Analysis and Blind Signal Separation (ICA'99), pp.371-376, 1999.
16. N. Murata and S. Ikeda, "An on-line algorithm for blind source separation on speech signals," Proc. International Symposium on NOLTA'98, vol.3, pp.923-926, 1998.
17. S. Ukai, H. Saruwatari, T. Takatani, R. Mukai, and H. Sawada, "Multistage SIMO-model-based blind source separation combining frequency-domain ICA and time-domain ICA," Proc. ICASSP2004, PP.IV-109-IV-112, 2004.
18. D. Kobayashi, S. Kajita, K. Takeda, and F. Itakura, "Extracting speech features from human speech like noise," Proc. ICSLP'96, vol.1, pp.418-421, 1996.
19. http://sound.media.mit.edu/KEMAR.html