Blind separation of acoustic signals combining SIMO-model-based independent component analysis and binary masking

Eurasip Journal on Applied Signal Processing

Volumn 2006, Issue , 2006, Pages 1-17

  Mori, Yoshimitsu ^a   Saruwatari, Hiroshi ^a   Takatani, Tomoya ^a   Ukai, Satoshi ^a   Shikano, Kiyohiro ^a   Hiekata, Takashi ^b   Ikeda, Youhei ^b   Hashimoto, Hiroshi ^b   Morita, Takashi ^b  

^a NARA INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

^b KOBE STEEL LTD   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC SIGNALS; BINARY MASKING; SINGLE-INPUT MULTIPLE-OUTPUT (SIMO)-MODELS; SOUND SOURCES;

ACOUSTIC SIGNAL PROCESSING; CONVOLUTION; INDEPENDENT COMPONENT ANALYSIS; MATHEMATICAL MODELS; MICROPHONES; SIGNAL INTERFERENCE; SPEECH RECOGNITION;

BLIND SOURCE SEPARATION;

EID: 33749539632     PISSN: 11108657     EISSN: 16870433     Source Type: Journal    
DOI: 10.1155/ASP/2006/34970     Document Type: Article

References (35)

1. S. Haykin Unsupervised Adaptive Filtering. John Wiley & Sons New York, NY, USA 2000
2. J. F. Cardoso Eigenstructure of the 4th-order cumulant tensor with application to the blind source separation problem. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '89) Glasgow, UK 1989 2109 2112
3. C. Jutten J. Herault Blind separation of sources, part I: an adaptive algorithm based on neuromimetic architecture. Signal Processing 24 1 1991 1 10
4. P. Comon Independent component analysis. A new concept? Signal Processing 36 3 1994 287 314
5. A. J. Bell T. J. Sejnowski An information-maximization approach to blind separation and blind deconvolution. Neural Computation 7 6 1995 1129 1159
6. T.-W. Lee Independent Component Analysis. Kluwer Academic Norwell, Mass, USA 1998
7. P. Smaragdis paris@media.mit.edu Blind separation of convolved mixtures in the frequency domain. Neurocomputing 22 1-3 1998 21 34
8. S. Ikeda N. Murata A method of ICA in time-frequency domain. Proceedings of International Workshop on Independent Component Analysis and Blind Signal Separation (ICA '99) Aussions, France 1999 365 371
9. L. Parra lparra@sarnoff.com C. Spence cspence@sarnoff.com Convolutive blind separation of non-stationary sources. IEEE Transactions on Speech and Audio Processing 8 3 2000 320 327
10. H. Saruwatari sawatari@is.aist-nara.ac.jp S. Kurita K. Takeda takeda@nuee.nagoya-u.ac.jp F. Itakura itakura@nuee.nagoya-u.ac.jp T. Nishikawa tsuyo-ni@is.aist-nara.ac.jp K. Shikano shikano@is.aist-nara.ac.jp Blind source separation combining independent component analysis and beamforming. EURASIP Journal on Applied Signal Processing 2003 11 2003 1135 1146
11. T. Nishikawa tsuyo-ni@is.aist-nara.ac.jp H. Saruwatari sawatari@is.aist-nara.ac.jp K. Shikano shikano@is.aist-nara.ac.jp Blind source separation of acoustic signals based on multistage ICA combining frequency-domain ICA and time-domain ICA. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E86-A 4 2003 846 858
12. T. Takatani T. Nishikawa H. Saruwatari K. Shikano High-fidelity blind separation of acoustic signals using SIMO-model-based ICA with information-geometric learning. Proceedings of International Workshop on Acoustic Echo and Noise Control (IWAENC '03) Kyoto, Japan 2003 251 254 (also submitted to IEEE Transactions on Speech and Audio Processing)
13. D. Kolossa R. Orglmeister Nonlinear postprocessing for blind speech separation. Proceedings of 5th International Workshop on Independent Component Analysis and Blind Signal Separation (ICA '04) Granada, Spain 2004 832 839
14. R. Lyon A computational model of binaural localization and separation. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '83) Boston, Mass, USA 1983 1148 1151
15. N. Roman D. L. Wang G. J. Brown Speech segregation based on sound localization. Proceedings of the International Joint Conference on Neural Networks (IJCNN '01) Washington, DC, USA 4 2001 2861 2866
16. M. Aoki M. Okamoto S. Aoki H. Matsui T. Sakurai Y. Kaneda Sound source segregation based on estimating incident angle of each frequency component of input signals acquired by multiple microphones. Acoustical Science and Technology 22 2 2001 149 157
17. H. Sawada sawada@cslab.kecl.ntt.co.jp R. Mukai S. Araki S. Makino Polar coordinate based nonlinear function for frequency-domain blind source separation. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E86-A 3 2003 590 596
18. H. Saruwatari T. Kawamura T. Nishikawa K. Shikano Fast-convergence algorithm for blind source separation based on array signal processing. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E86-A 2003 4 286 291
19. H. Saruwatari T. Kawamura T. Nishikawa A. Lee K. Shikano Blind source separation based on a fast-convergence algorithm combining ICA and beamforming. IEEE Transactions on Speech and Audio Processing 14 2006 2 666 678
20. S. Rickard. Yilmaz On the approximate W-disjoint orthogonality of speech. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '02) Orlando, Fla, USA 1 2002 529 532
21. T. Takatani tomoya-t@is.naist.jp S. Ukai T. Nishikawa H. Saruwatari K. Shikano 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 E88-A 7 2005 1673 1682
22. A. Poularikas The Handbook of Formulas and Tables for Signal Processing. CRC Press Boca Raton, Fla, USA 1999
23. R. Mukai ryo@cslab.kecl.ntt.co.jp H. Sawada S. Araki S. Makino Blind source separation for moving speech signals using blockwise ICA and residual crosstalk subtraction. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E87-A 8 2004 1941 1948
24. H. Buchner buchner@LNT.de R. Aichner aichner@LNT.de W. Kellermann wk@LNT.de A generalization of blind source separation algorithms for convolutive mixtures based on second-order statistics. IEEE Transactions on Speech and Audio Processing 13 1 2005 120 134
25. T. Kobayashi S. Itabashi S. Hayashi T. Takezawa ASJ continuous speech corpus for research. The Journal of The Acoustic Society of Japan 48 1992 12 888 893 Japanese
26. J. J. R. Deller J. H. L. Hansen J. G. Proakis Discrete-Time Processing of Speech Signals. Wiley-IEEE Press New York, NY, USA 2000
27. K. Itou M. Yamamoto K. Takeda JNAS: Japanese speech corpus for large vocabulary continuous speech recognition research. The Journal of The Acoustic Society of Japan 20 3 1999 199 206
28. A. Lee T. Kawahara K. Takeda K. Shikano A new phonetic tied-mixture model for efficient decoding. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '00) 3 Istanbul, Turkey 2000 1269 1272
29. S. B. Davis P. Mermelstein ĝ€ Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences. IEEE Transactions on Acoustics, Speech, and Signal Processing 28 4 1980 357 366
30. A. Lee T. Kawahara K. Shikano Julius - an open source real-time large vocabulary recognition engine. Proceedings of 7th European Conference on Speech Communication and Technology (EUROSPEECH '01) Aalborg, Danemark 2001 1691 1694
31. M. Cooke P. Green L. Josifovski A. Vizinho Robust automatic speech recognition with missing and unreliable acoustic data. Speech Communication 34 3 2001 267 285
32. D. Kolossa A. Klimas R. Orglmeister Separation and robust recognition of noisy, convolutive speech mixtures using time-frequency masking and missing data techniques. Proceedings of IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA '05) New Paltz, NY, USA 2005 82 85
33. A. Cichocki S. Amari Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications. John Wiley & Sons West Sussex, UK 2002
34. S. Choi S. Amari A. Cichocki R. Liu Natural gradient learning with a nonholonomic constraint for blind deconvolution of multiple channels. Proceedings of 1st International Workshop on Independent Component Analysis and Blind Source Separation (ICA '99) Aussois, France 1999 371 376
35. T. Nishikawa tsuyo-ni@is.aist-nara.ac.jp H. Saruwatari K. Shikano Stable learning algorithm for blind separation of temporally correlated acoustic signals combining multistage ICA and linear prediction. IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E86-A 8 2003 2028 2036