Speech source separation by combining localization cues with mixture models of Speech spectra

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2007, Pages

  Wilson, Kevin ^a  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

Author keywords

Acoustic arrays; Array signal processing; Speech enhancement; Speech processing

Indexed keywords

ARRAY SIGNAL PROCESSING; SPEECH SOURCE SEPARATION;

ACOUSTIC ARRAYS; GAUSSIAN DISTRIBUTION; MATHEMATICAL MODELS; SPECTRUM ANALYSIS; TIME VARYING SYSTEMS;

SPEECH ENHANCEMENT;

EID: 34547527356     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366609     Document Type: Conference Paper

References (10)

1. E. Colin Cherry, "Some experiments on the recognition of speech, with one and with two ears," The Journal of the Acoustical Society of America, Vol. 25, no. 5, pp. 975-979, 1953.
2. Sam T. Roweis, "One microphone source separation.," in NIPS, 2000, pp. 793-799.
3. J. Hershey and M. Casey, "Audiovisual sound separation via hidden markov models," in NIPS, 2002.
4. S, Roweis, "Automatic speech processing by inference in generative models," in Speech Separation by Humans and Machines, P. Divenyi, Ed., pp. 97-134. Springer, 2004.
5. O. Yilmaz and S. Rickard, "Blind separation of speech mixtures via time-frequency masking," IEEE Transactions on Signal Processing, vol. 52, no. 7, pp. 1830-1847, 2004.
6. J. Nix, M. Kleinschmidt, and V. Hohmann, "Computational scene analysis of cocktail-party situations based on sequential monte carlo methods," in 37th Asilomar Conference on Signals, Systems, andComputers, 2003, vol. 1, pp. 735-739.
7. Kevin Wilson and Trevor Darrell, "Learning a precedence effect-like weighting function for the generalized cross-correlation framework," IEEE Transactions on Audio, Speech, and Language Processing, Nov 2006 (to appear).
8. Kevin W. Wilson, Estimating Uncertainty Models for Speech Source Localization in Real-World Environments, Ph.D. thesis, Massachusetts Institute of Technology, 2006.
9. S. R. Quackenbush, T. P. Barnwell III, and M. A. Clements, Objective measures of speech quality, Prentice Hall, 1988.
10. L. Parra and C. Spence, "Convolutive blind source separation of non-stationary sources," IEEE Transactions on Speech and Audio Processing, vol. 8, no. 3, pp. 320-327, May 2000.