Phase-based dual-microphone robust speech enhancement

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 34, Issue 4, 2004, Pages 1763-1773

  Aarabi, Parham ^a   Shi, Guangji ^a  

^a UNIVERSITY OF TORONTO   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC DISTORTION; ACOUSTIC SIGNAL PROCESSING; ALGORITHMS; DISCRETE FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; MICROPHONES; REVERBERATION; SIGNAL FILTERING AND PREDICTION; SPEECH INTELLIGIBILITY; SPEECH PROCESSING; TIME DOMAIN ANALYSIS; WHITE ACOUSTIC NOISE;

MICROPHONE ARRAYS; PHASE ERROR BASED FILTERS; SPEECH ENHANCEMENT; TIME FREQUENCY ANALYSIS;

SPEECH RECOGNITION;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; COMPARATIVE STUDY; COMPUTER SIMULATION; EVALUATION; INFORMATION RETRIEVAL; METHODOLOGY; SIGNAL PROCESSING; SOUND DETECTION; SPEECH ANALYSIS; SPEECH INTELLIGIBILITY; STATISTICS; VALIDATION STUDY; VOICE;

ALGORITHMS; COMPUTER SIMULATION; INFORMATION STORAGE AND RETRIEVAL; MODELS, BIOLOGICAL; PATTERN RECOGNITION, AUTOMATED; SIGNAL PROCESSING, COMPUTER-ASSISTED; SOUND SPECTROGRAPHY; SPEECH INTELLIGIBILITY; SPEECH PRODUCTION MEASUREMENT; STOCHASTIC PROCESSES; VOICE QUALITY;

EID: 3442876970     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2004.830345     Document Type: Article

References (23)

1. Voice Extreme Module Documentation [Online]. Available: http://www.sensoryinc.com/html/support/docs/80-0165-O.pdf
2. P. Aarabi, "Genetic sensor selection enhanced independent component analysis and its applications to speech recognition," in Proc. 5th IEEE Workshop Nonlinear Signal Information Processing, June 2001.
3. P. Aarabi and N. H. Khameneh, "Robust speech separation using visually constructed speech signals," in Proc. 6th SPIE Conf. Sensor Fusion, Apr. 2002.
4. P. Aarabi and G. Shi, "Multi-channel time-frequency data fusion," in Proc. 5th Int. Conf. Information Fusion, Aug. 2002.
5. P. Aarabi and S. Zaky, "Iterative spatial probability based sound localization," in Proc. 4th World Multiconference Circuits, Systems, Computers, Communications, July 2000.
6. J. B. Allen and D. A. Berkley, "Image method for efficiently simulating small room acoustics," J. Acoust. Soc. Amer., vol. 65, no. 4, pp. 943-950, Apr. 1979.
7. A. Bell and T. Sejnowski, "An information-maximization approach to blind separation and blind deconvolution," Neural Comput., vol. 7, pp. 1129-1159, July 1995.
8. F. Berthommier and S. Choi, "Comparative evaluation of casa and bss models for subband cocktail party speech segregation," in Proc. Int. Conf. Spoken Language Processing, Sept. 2002.
9. J. Bitzer, K. U. Simmmer, and K. D. Kammeyer, "Multi-microphone noise reduction techniques for hands-free speech recognition - A comparative study," in Proc. ROBUST, May 1999, pp. 171-174.
10. R. L. Bouquin-Jeanes, A. A. Azirani, and G. Faucon, "Enhancement of speech degraded by coherent and incoherent noise using a cross-spectral estimator," IEEE Trans. Speech Audio Processing, vol. 5, pp. 484-487, Sept. 1997.
11. M. S. Brandstein, J. Adcock, and H. Silverman, "A practical time-delay estimator for localizing speech sources with a microphone array," Comput., Speech, Lang., vol. 9, pp. 153-169, 1995.
12. M. S. Brandstein and H. Silverman, "A robust method for speech signal time-delay estimation in reverberant rooms," in Proc. IEEE Conf. Acoustics, Speech, Signal Processing, May 1997.
13. K. Guentchev and J. Weng, "Learning-based three dimensional sound localization using a compact noncoplanar array of microphones," in Proc. AAAI Symp. Intelligent Environments, 1998.
14. A. Hyvarinen, "Gaussian moments for noisy independent component analysis," IEEE Signal Processing Letters, vol. 6, pp. 145-147, June 1999.
15. A. Hyvarinen and E. Oja, "Independent component analysis: Algorithms and applications," Neural Networks, vol. 13, no. 4-5, pp. 411-430, 2000.
16. C. H. Knapp and G. Carter, "The generalized correlation method for estimation of time delay," IEEE Trans. Acoustics, Speech, Signal Processing, vol. ASSP-24, pp. 320-327, Aug. 1976.
17. C. Marro, Y. Mahieux, and K. U. Simmer, "Analysis of noise reduction and dereverberation techniques based on microphone arrays with postfiltering," IEEE Trans. Speech Audio Processing, vol. 6, pp. 240-259, May 1998.
18. I. McCowan, J. Pelecanos, and S. Sridharan, "Robust speaker recognition using microphone arrays," in Proc. 2001: A Speaker Odyssey, June 2001.
19. L. Rabiner and B. Juang, Fundamentals of Speech Recognition. Englewood Cliffs, NJ: Prentice-Hall, 1993.
20. D. Rabinkin, "A DSP implementation of source location using microphone arrays," in Proc. 131st Acoustical Society America, May 1996.
21. G. Shi, "Phase-Error Based Speech Enhancement," M.S. thesis, Dept. Elect. Comput. Eng., University of Toronto, Toronto, ON, Canada, 2002.
22. E. Tessier, F. Berthommier, H. Glotin, and S. Choi, "A model of source segregation using the localization cue for robust cocktail-party speech recognition," in Proc. Int. Conf. Speech Processing Elect. Comput. Eng., 1999.
23. B. Widrow and S. D. Stearns, Adaptive Signal Processing. Englewood Clliffs, NJ: Prentice-Hall, 1985.