A maximum likelihood estimation of vocal-tract-related filter characteristics for single channel speech separation

Eurasip Journal on Audio, Speech, and Music Processing

Volumn 2007, Issue , 2007, Pages

  Radfar, Mohammad H ^a   Dansereau, Richard M ^b   Sayadiyan, Abolghasem ^a  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

^b CARLETON UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 33845940172     PISSN: 16874714     EISSN: 16874722     Source Type: Journal    
DOI: 10.1155/2007/84186     Document Type: Article

References (68)

1. C. Jutten J. Herault Blind separation of sources, part I. An adaptive algorithm based on neuromimetic architecture. Signal Processing 24 1 1991 1 10
2. P. Comon Independent component analysis. A new concept? Signal Processing 36 3 1994 287 314
3. A. J. Bell T. J. Sejnowski An information-maximization approach to blind separation and blind deconvolution. Neural Computation 7 6 1995 1129 1159
4. S.-I. Amari J.-F. Cardoso Blind source separation-semiparametric statistical approach. IEEE Transactions on Signal Processing 45 11 1997 2692 2700
5. A. S. Bregman Auditory Scene Analysis. MIT Press Cambridge, Mass, USA 1994
6. G. J. Brown M. Cooke Computational auditory scene analysis. Computer Speech and Language 8 4 1994 297 336
7. M. Cooke D. P. W. Ellis The auditory organization of speech and other sources in listeners and computational models. Speech Communication 35 3-4 2001 141 177
8. D. P. W. Ellis dpwe@icsi.berkeley.edu Using knowledge to organize sound: the prediction-driven approach to computational auditory scene analysis and its application to speech/nonspeech mixtures. Speech Communication 27 3-4 1999 281 298
9. T. Nakatani nakatani@horn.brl.ntt.co.jp H. G. Okuno Harmonic sound stream segregation using localization and its application to speech stream segregation. Speech Communication 27 3 1999 209 222
10. G. J. Brown D. L. Wang J. Benesty S. Makino J. Chen Separation of speech by computational auditory scene analysis. Speech Enhancement: What's New? Springer New York, NY, USA 2005 371 402
11. C. J. Darwin R. P. Carlyon B. C. J. Moore Auditory grouping. The Handbook of Perception and Cognition 6 Hearing Academic Press Orlando, Fla, USA 1995 387 424
12. D. L. Wang G. J. Brown Separation of speech from interfering sounds based on oscillatory correlation. IEEE Transactions on Neural Networks 10 3 1999 684 697
13. G. Hu hu.117@osu.edu D. L. Wang dwang@cis.ohio-state.edu Monaural speech segregation based on pitch tracking and amplitude modulation. IEEE Transactions on Neural Networks 15 5 2004 1135 1150
14. G. J. Jang T. W. Lee A probabilistic approach to single channel blind signal separation. Proceedings of Advances in Neural Information Processing Systems (NIPS '02) Vancouver, British Columbia, Canada 2002 1173 1180
15. C. Fevotte S. J. Godsill A Bayesian approach for blind separation of sparse sources. IEEE Transaction on Speech and Audio Processing 4 2005 99 1 15
16. M. Girolami A variational method for learning sparse and overcomplete representations. Neural Computation 13 11 2001 2517 2532
17. T.-W. Lee tewon@salk.edu M. S. Lewicki lewicki@salk.edu M. Girolami giro0ci@paisley.ac.uk T. J. Sejnowski Blind source separation of more sources than mixtures using overcomplete representations. IEEE Signal Processing Letters 6 4 1999 87 90
18. T. Beierholm tbeierholm@gnresound.dk B. D. Pedersen bdpedersen@gnresound. dk O. Winther owi@iram.dtu.dk Low complexity Bayesian single channel source separation. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '04) Montreal, Quebec, Canada 5 2004 529 532
19. S. Roweis One microphone source separation. Proceedings of Advances in Neural Information Processing Systems (NIPS '00) Denver, Colo, USA 2000 793 799
20. M. J. Reyes-Gomez D. P. W. Ellis N. Jojic Multiband audio modeling for single-channel acoustic source separation. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '04) Montreal, Quebec, Canada 5 2004 641 644
21. A. M. Reddy B. Raj A minimum mean squared error estimator for single channel speaker separation. Proceedings of the 8th International Conference on Spoken Language Processing (INTERSPEECH '04) Jeju Island, Korea 2004 2445 2448
22. T. Kristjansson H. Attias J. Hershey Single microphone source separation using high resolution signal reconstruction. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '04) Montreal, Quebec, Canada 2 2004 817 820
23. S. T. Rowies Factorial models and refiltering for speech separation and denoising. Proceedings of the 8th European Conference on Speech Communication and Technology (EUROSPEECH '03) Geneva, Switzerland 7 2003 1009 1012
24. T. Virtanen A. Klapuri Separation of harmonic sound sources using sinusoidal modeling. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '00) Istanbul, Turkey 2 2000 765 768
25. T. F. Quatieri R. G. Danisewicz An approach to co-channel talker interference suppression using a sinusoidal model for speech. IEEE Transactions on Acoustics, Speech, and Signal Processing 38 1990 1 56 69
26. E. A. Wan A. T. Nelson Neural dual extended Kalman filtering: applications in speech enhancement and monaural blind signal separation. Proceedings of the 7th IEEE Workshop on Neural Networks for Signal Processing (NNSP '97) Amelia Island, Fla, USA 1997 466 475
27. J. R. Hopgood jrh1008@eng.cam.ac.uk P. J. W. Rayner pjwr@eng.cam.ac.uk Single channel nonstationary stochastic signal separation using linear time-varying filters. IEEE Transactions on Signal Processing 51 7 2003 1739 1752
28. R. Balan A. Jourjine J. Rosca AR processes and sources can be reconstructed from degenerative mixtures. Proceedings of the 1st International Workshop on Independent Component Analysis and Signal Separation (ICA '99) Aussois, France 1999 467 472
29. J. Rouat jrouat@uqac.uquebec.ca Y. C. Liu D. Morissette A pitch determination and voiced/unvoiced decision algorithm for noisy speech. Speech Communication 21 3 1997 191 207
30. D. Chazan Y. Stettiner D. Malah Optimal multi-pitch estimation using the EM algorithm for co-channel speech separation. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '93) Minneapolis, Minn, USA 2 1993 728 731
31. M. Wu mwu@cis.ohio-state.edu D. L. Wang dwang@cis.ohio-state.edu G. J. Brown g.brown@dcs.shef.ac.uk A multipitch tracking algorithm for noisy speech. IEEE Transactions on Speech and Audio Processing 11 3 2003 229 241
32. T. Nishimoto S. Sagayama H. Kameoka Multi-pitch trajectory estimation of concurrent speech based on harmonic GMM and nonlinear Kalman filtering. Proceedings of the 8th International Conference on Spoken Language Processing (INTERSPEECH '04) Jeju Island, Korea 1 2004 2433 2436
33. T. Tolonen M. Karjalainen A computationally efficient multipitch analysis model. IEEE Transactions on Speech and Audio Processing 8 6 2000 708 716
34. Y.-H. Kwon D.-J. Park B.-C. Ihm Simplified pitch detection algorithm of mixed speech signals. Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS '00) Geneva, Switzerland 3 2000 722 725
35. D. P. Morgan dave.morgan@fmr.com E. B. George ebg@ti.com L. T. Lee S. M. Kay Cochannel speaker separation by harmonic enhancement and suppression. IEEE Transactions on Speech and Audio Processing 5 5 1997 407 424
36. M. H. Radfar R. M. Dansereau A. Sayadiyan Performance evaluation of three features for model-based single channel speech separation problem. Proceedings of the 9th International Conference on Spoken Language Processing (INTERSPEECH '06) Pittsburgh, Pa, USA 2006 2610 2613
37. G. Hu D. Wang Auditory segmentation based on onset and offset analysis. to appear in IEEE Transactions on Audio, Speech, and Language Processing
38. D. Ellis D. Wang G. Brown Model-based scene analysis. Computational Auditory Scene Analysis: Principles, Algorithms, and Applications Wiley/IEEE Press New York, NY, USA 2006
39. T. W. Parsons Separation of speech from interfering speech by means of harmonic selection. Journal of the Acoustical Society of America 60 4 1976 911 918
40. A. de Cheveigné alain@linguist.jussieu.fr H. Kawahara Multiple period estimation and pitch perception model. Speech Communication 27 3 1999 175 185
41. M. Weintraub A computational model for separating two simultaneous talkers. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '86) Tokyo, Japan 11 1986 81 84
42. B. A. Hanson D. Y. Wong The harmonic magnitude suppression (HMS) technique for intelligibility enhancement in the presence of interfering speech. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '84) San Diego, Calif, USA 2 1984 18A. 5. 1 18A. 5. 4
43. P. P. Kanjilal S. Palit Extraction of multiple periodic waveforms from noisy data. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '94) Adelaide, SA, Australia 2 1994 361 364
44. M. R. Every J. E. Szymanski Separation of synchronous pitched notes by spectral filtering of harmonics. IEEE Transactions on Audio, Speech and Language Processing 14 2006 5 1845 1856
45. R. C. Maher J. W. Beauchamp Fundamental frequency estimation of musical signals using a two-way mismatch procedure. Journal of the Acoustical Society of America 95 4 1994 2254 2263
46. M. Karjalainen T. Tolonen Multi-pitch and periodicity analysis model for sound separation and auditory scene analysis. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '99) Phoenix, Ariz, USA 2 1999 929 932
47. M. Cooke Modeling auditory processing and organization. Cambridge University Cambridge, UK 1991 Doctoral thesis
48. R. J. McAulay T. F. Quatieri W. Kleijn K. Paliwal Sinusoidal coding. Speech Coding and Synthesis Elsevier New York, NY, USA 1995
49. T. F. Quatieri Discrete-Time Speech Signal Processing Principle and Practice. Prentice-Hall Englewood Cliffs, NJ, USA 2001
50. E. Yair Y. Medan D. Chazan Super resolution pitch determination of speech signals. IEEE Transactions on Signal Processing 39 1 1991 40 48
51. P. Martin Comparison of pitch detection by cepstrum and spectral comb analysis. Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '82) Paris, France 7 1982 180 183
52. R. Meddis M. Hewitt Virtual pitch and phase sensitivity of a computer model of the auditory periphery I: pitch identification. Journal of the Acoustical Society of America 89 1991 6 2866 2882
53. R. Meddis L. O'Mard A unitary model of pitch perception. Journal of the Acoustical Society of America 102 3 1997 1811 1820
54. N. Chandra R. E. Yantorno Usable speech detection using the modified spectral autocorrelation peak to valley ratio using the LPC residual. Proceedings of 4th IASTED International Conference on Signal and Image Processing Kaua'i Marriott, Hawaii, USA 2002 146 149
55. Y. A. Mahgoub R. M. Dansereau Voicing-state classification of co-channel speech using nonlinear state-space reconstruction. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '05) Philadelphia, Pa, USA 1 2005 409 412
56. A. R. Kizhanatham N. Chandra R. E. Yantorno Co-channel speech detection approaches using cyclostationarity or wavelet transform. Proceedings of 4th IASTED International Conference on Signal and Image Processing Kaua'i Marriott, Hawaii, USA 2002
57. D. S. Benincasa M. I. Savic Voicing state determination of co-channel speech. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP '98) Seattle, Wash, USA 2 1998 1021 1024
58. M. H. Radfar R. M. Dansereau A. Sayadiyan A joint identification- separation technique for single channel speech separation. Proceedings of the 12th IEEE Digital Signal Processing Workshop (DSP '06) Grand Teton National Park, Wyo, USA 2006 76 81
59. M. H. Radfar A. Sayadiyan R. M. Dansereau A new algorithm for two-talker pitch tracking in single channel paradigm. Proceedings of International Conference on Signal Processing (ICSP '06) Guilin, China 2006
60. A. Nadas D. Nahamoo M. A. Picheny Speech recognition using noise-adaptive prototypes. IEEE Transactions on Acoustics, Speech, and Signal Processing 37 10 1989 1495 1503
61. K. K. Paliwal k.paliwal@griffith.edu.au L. D. Alsteris l.alsteris@griffith.edu.au On the usefulness of STFT phase spectrum in human listening tests. Speech Communication 45 2 2005 153 170
62. D. B. Paul The spectral envelope estimation vocoder. IEEE Transactions on Acoustics, Speech, and Signal Processing 29 4 1981 786 794
63. C. de Boor A Practical Guide to Splines. Springer New York, NY, USA 1978
64. D. Talkin W. Kleijn K. Paliwal A robust algorithm for pitch tracking (RAPT). Speech Coding and Synthesis Elsevier Amsterdam, The Netherlands 1995 495 518
65. A. Gersho R. M. Gray Vector Quantization and Signal Compression. Kluwer Academic Norwell, Mass, USA 1992
66. W. C. Chu wai@docomolabs-usa.com Vector quantization of harmonic magnitudes in speech coding applications - a survey and new technique. EURASIP Journal on Applied Signal Processing 2004 17 2004 2601 2613
67. D. Wang P. Divenyi On ideal binary mask as the computational goal of auditory scene analysis. Speech Separation by Humans and Machines Kluwer Academic Norwell, Mass, USA 2005 181 197
68. J. A. Naylor S. F. Boll Techniques for suppression of an interfering talker in co-channel speech. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '87) Dallas, Tex, USA 1 1987 205 208