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Volumn 55, Issue 8, 2007, Pages 4004-4017

Underdetermined anechoic blind source separation via ℓq-basis-pursuit With q < 1

Author keywords

Basis pursuit; Blind source separation (BSS); Degenerate unmixing estimation technique (DUET); Gabor expansions; Overcomplete representations; Sparse signal representation; Time frequency representations; Underdetermined signal unmixing

Indexed keywords

ALGORITHMS; ESTIMATION; MICROPHONES; PROBABILITY DISTRIBUTIONS; SPEECH;

EID: 34547857004     PISSN: 1053587X     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSP.2007.895998     Document Type: Article
Times cited : (40)

References (43)
  • 1
    • 3142694930 scopus 로고    scopus 로고
    • Blind source separation of speech mixtures via time-frequency masking
    • Jul
    • Ö. Yilmaz and S. Rickard, "Blind source separation of speech mixtures via time-frequency masking," IEEE Trans. Signal Process. vol. 52, pp. 1830-1847, Jul. 2004.
    • (2004) IEEE Trans. Signal Process , vol.52 , pp. 1830-1847
    • Yilmaz, O.1    Rickard, S.2
  • 3
    • 0026191274 scopus 로고
    • Blind separation of sources, Part I: An adaptive algorithm based on neurontimetic architecture
    • C. Jutten and J. Herault, "Blind separation of sources, Part I: An adaptive algorithm based on neurontimetic architecture," Signal Process., vol. 24, pp. 1-10, 1991.
    • (1991) Signal Process , vol.24 , pp. 1-10
    • Jutten, C.1    Herault, J.2
  • 4
  • 5
    • 0029411030 scopus 로고
    • An information-maximization approach to blind separation and blind deconvolution
    • A. Bell and T. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Computat., vol. 7, pp. 1129-1159, 1995.
    • (1995) Neural Computat , vol.7 , pp. 1129-1159
    • Bell, A.1    Sejnowski, T.2
  • 6
    • 0032528695 scopus 로고    scopus 로고
    • Blind source separation and deconvolution: The dynamic component analysis algorithm
    • H. Attias and C. E. Schreiner, "Blind source separation and deconvolution: The dynamic component analysis algorithm," Neural Computat., vol. 10, no. 6, pp. 1373-1424, 1998.
    • (1998) Neural Computat , vol.10 , Issue.6 , pp. 1373-1424
    • Attias, H.1    Schreiner, C.E.2
  • 7
    • 0038705102 scopus 로고    scopus 로고
    • One microphone source separation
    • Online, Available
    • S. T. Roweis, "One microphone source separation," in NIPS, 2000, pp. 793-799 [Online]. Available: Citeseer.ist.psu.edu/roweis00one.html
    • (2000) NIPS , pp. 793-799
    • Roweis, S.T.1
  • 8
    • 0042826822 scopus 로고    scopus 로고
    • Indpendent component anlysis: Algorithms and applications
    • A. Hyvarinen and E. Oja, "Indpendent component anlysis: Algorithms and applications," Neural Netw., vol. 13, no. 4-5, pp. 411-430, 2000.
    • (2000) Neural Netw , vol.13 , Issue.4-5 , pp. 411-430
    • Hyvarinen, A.1    Oja, E.2
  • 9
    • 0034133184 scopus 로고    scopus 로고
    • Learning overcomplete representations
    • 337-365
    • M. Lewicki and T. Sejnowski, "Learning overcomplete representations," in Neural Computat., 2000, pp. 12:337-365.
    • (2000) Neural Computat , pp. 12
    • Lewicki, M.1    Sejnowski, T.2
  • 10
    • 0032624821 scopus 로고    scopus 로고
    • Blind source separation of more sources than mixtures using overcomplete representations
    • Apr
    • T.-W. Lee, M. Lewicki, M. Girolami, and T. Sejnowski, "Blind source separation of more sources than mixtures using overcomplete representations," IEEE Signal Process. Lett., vol. 6, no. 4, pp. 87-90, Apr. 1999.
    • (1999) IEEE Signal Process. Lett , vol.6 , Issue.4 , pp. 87-90
    • Lee, T.-W.1    Lewicki, M.2    Girolami, M.3    Sejnowski, T.4
  • 11
    • 0242578049 scopus 로고    scopus 로고
    • Complex independent component analysis of frequency domain electroencephalographic data
    • 1311-1323
    • J. Anemuller, T. Sejnowski, and S. Makeig, "Complex independent component analysis of frequency domain electroencephalographic data," in Neural Netw., 2003, pp. 16:1311-1323.
    • (2003) Neural Netw , pp. 16
    • Anemuller, J.1    Sejnowski, T.2    Makeig, S.3
  • 12
    • 0038809493 scopus 로고    scopus 로고
    • Blind separation of more sources than mixtures using sparsity of their short-time Fourier transform
    • Helsinki, Finland, Jun. 19-22
    • P. Bofill and M. Zibulevsky, "Blind separation of more sources than mixtures using sparsity of their short-time Fourier transform," in Int. Workshop on Independent Compon. Analysis Blind Signal Separation (ICA), Helsinki, Finland, Jun. 19-22, 2000, pp. 87-92.
    • (2000) Int. Workshop on Independent Compon. Analysis Blind Signal Separation (ICA) , pp. 87-92
    • Bofill, P.1    Zibulevsky, M.2
  • 13
    • 4544362927 scopus 로고    scopus 로고
    • Sparse component analysis for blind source separation with less sensors than sources
    • Kyoto, Japan, Apr, Online, Available
    • Y. Li, A. Cichocki, and S. Amari, "Sparse component analysis for blind source separation with less sensors than sources," in Proc. 4th Int. Symp. Independent Compon. Analysis Blind Signal Separation (ICA2003), Kyoto, Japan, Apr. 2003, pp. 89-94 [Online]. Available: http://www.bsp.brain.riken.jp/publications/ 2003/ICA03LiAmariCich.pdf
    • (2003) Proc. 4th Int. Symp. Independent Compon. Analysis Blind Signal Separation (ICA2003) , pp. 89-94
    • Li, Y.1    Cichocki, A.2    Amari, S.3
  • 14
    • 84880728405 scopus 로고    scopus 로고
    • Sparse representation and its applications in blind source separation
    • Vancouver, Dec, Online, Available
    • Y. Li, A. Cichocki, S. Amari, S. Shishkin, J. Cao, and F. Gu, "Sparse representation and its applications in blind source separation," in 17th Ann. Conf. Neural Inf. Process. Syst. (NIPS-2003), Vancouver, Dec. 2003 [Online]. Available: http://www.bsp.brain.riken.jp/publications/ 2003/NIPS03LiCiAmShiCaoGu.pdf
    • (2003) 17th Ann. Conf. Neural Inf. Process. Syst. (NIPS-2003)
    • Li, Y.1    Cichocki, A.2    Amari, S.3    Shishkin, S.4    Cao, J.5    Gu, F.6
  • 17
    • 0033692661 scopus 로고    scopus 로고
    • Blind separation of disjoint orthogonal signals: Demixing N sources from 2 mixtures
    • Istanbul, Turkey, Jun. 5-9
    • A. Jourjine, S. Rickard, and Ö. Yilmaz, "Blind separation of disjoint orthogonal signals: Demixing N sources from 2 mixtures," in Proc. ICASSP2000, Istanbul, Turkey, Jun. 5-9, 2000.
    • (2000) Proc. ICASSP2000
    • Jourjine, A.1    Rickard, S.2    Yilmaz, O.3
  • 18
    • 0345257352 scopus 로고    scopus 로고
    • Underdetermined blind separation of delayed sound sources in the frequency domain
    • P. Bofill, "Underdetermined blind separation of delayed sound sources in the frequency domain," Neurocomputing, vol. 55, no. 3-4, pp. 627-641, 2003.
    • (2003) Neurocomputing , vol.55 , Issue.3-4 , pp. 627-641
    • Bofill, P.1
  • 20
    • 25444508285 scopus 로고    scopus 로고
    • Survey of sparse and non-sparse methods in source separation
    • P. O'Grady, B. Pearlmutter, and S. Rickard, "Survey of sparse and non-sparse methods in source separation," Int. J. Imag. Syst. Technol., vol. 15, no. 1, 2005.
    • (2005) Int. J. Imag. Syst. Technol , vol.15 , Issue.1
    • O'Grady, P.1    Pearlmutter, B.2    Rickard, S.3
  • 21
    • 34547867825 scopus 로고    scopus 로고
    • Formalization of the two-step approach to overcomplete BSS
    • F. Theis and E. Lang, N. Younan, Ed, HI
    • F. Theis and E. Lang, N. Younan, Ed., "Formalization of the two-step approach to overcomplete BSS," in Proc. 4th Int. Conf. Signal Image Process. (SIP'02), HI, 2002.
    • (2002) Proc. 4th Int. Conf. Signal Image Process. (SIP'02)
  • 23
    • 34547859710 scopus 로고    scopus 로고
    • R. Balan, J. Rosca, S. Rickard, and J. O'Ruanaidh, The influence of windowing on time delay estimates, in Conf. Inf. Sci. Syst. (CISS) Princeton, NJ, Mar. 2000, 1, pp. WP1-(15-17)-WP1-(15-17).
    • R. Balan, J. Rosca, S. Rickard, and J. O'Ruanaidh, "The influence of windowing on time delay estimates," in Conf. Inf. Sci. Syst. (CISS) Princeton, NJ, Mar. 2000, vol. 1, pp. WP1-(15-17)-WP1-(15-17).
  • 27
  • 29
    • 0000660321 scopus 로고    scopus 로고
    • Blind source separation by sparse decomposition in a signal dictionary
    • M. Zibulevsky and B. A. Pearlmutter, "Blind source separation by sparse decomposition in a signal dictionary," Neural Computat., vol. 13, no. 4, pp. 863-882, 2001.
    • (2001) Neural Computat , vol.13 , Issue.4 , pp. 863-882
    • Zibulevsky, M.1    Pearlmutter, B.A.2
  • 31
    • 0035533162 scopus 로고    scopus 로고
    • Sparse components of images and optimal atontic decompositions
    • D. Donoho, "Sparse components of images and optimal atontic decompositions," Construct. Approx., vol. 17, pp. 352-382, 2001.
    • (2001) Construct. Approx , vol.17 , pp. 352-382
    • Donoho, D.1
  • 32
    • 29144491203 scopus 로고    scopus 로고
    • Online, Available
    • D. Donoho, Compressed Sensing [Online]. Available: http://www-stat. stanford.edu/~donoho/Reports/2004/CompressedSensing09l604.pdf
    • Compressed Sensing
    • Donoho, D.1
  • 33
    • 4644261474 scopus 로고    scopus 로고
    • A sparse signal reconstruction perspective for source localization with sensor arrays
    • Mass. Inst. Technol, Cambridge
    • D. Malioutov, "A sparse signal reconstruction perspective for source localization with sensor arrays," Master's, Mass. Inst. Technol., Cambridge, 2003.
    • (2003) Master's
    • Malioutov, D.1
  • 35
    • 0001258683 scopus 로고
    • A further look at robustness via bayes theorem
    • G. Box and G. Tiao, "A further look at robustness via bayes theorem," Biometrika, vol. 49, 1962.
    • (1962) Biometrika , vol.49
    • Box, G.1    Tiao, G.2
  • 36
    • 0000238336 scopus 로고    scopus 로고
    • A simplex method for function minimization
    • J. Nelder and R. Mead, "A simplex method for function minimization," Comput. J., vol. 7, pp. 308-313.
    • Comput. J , vol.7 , pp. 308-313
    • Nelder, J.1    Mead, R.2
  • 38
    • 0033296299 scopus 로고    scopus 로고
    • Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones
    • J. Sturm, "Using SeDuMi 1.02, a MATLAB toolbox for optimization over symmetric cones," Optimiz. Methods Software, vol. 11-12, pp. 625-653, 1999.
    • (1999) Optimiz. Methods Software , vol.11-12 , pp. 625-653
    • Sturm, J.1
  • 40
    • 34547885838 scopus 로고    scopus 로고
    • personal communication
    • S. Rickard, personal communication, 2005.
    • (2005)
    • Rickard, S.1
  • 41
    • 34547895956 scopus 로고    scopus 로고
    • Available
    • [Online]. Available: http://medi.uni-oldenburg.de/demo/ demo_separation.html
  • 42
    • 0037211023 scopus 로고    scopus 로고
    • Adaptive separation of acoustic sources for anechoic conditions: A constrained frequency domain approach
    • J. Anemuller and B. Kollmeier, "Adaptive separation of acoustic sources for anechoic conditions: A constrained frequency domain approach," Speech Commun., vol. 39, no. 1-2, pp. 79-95, 2003.
    • (2003) Speech Commun , vol.39 , Issue.1-2 , pp. 79-95
    • Anemuller, J.1    Kollmeier, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.