An EM algorithm for localizing multiple sound sources in reverberant environments

Advances in Neural Information Processing Systems

Volumn , Issue , 2007, Pages 953-960

  Mandel, Michael I ^a   Ellis, Daniel P W ^a   Jebara, Tony ^a  

^a Columbia University ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EM ALGORITHMS; EXPECTATION-MAXIMIZATION ALGORITHMS; MULTISOURCES; PROBABILISTIC MODELS; REVERBERANT ENVIRONMENT; SOUND SOURCE; TIME FREQUENCY;

ALGORITHMS; REVERBERATION; STEREOPHONIC RECORDINGS;

SOURCE SEPARATION;

EID: 70349204584     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Ozgur Yilmaz and Scott Rickard. Blind separation of speech mixtures via time-frequency masking. IEEE Transactions on signal processing, 52(7):1830-1847, July 2004.
2. J. S. Garofolo, L. F. Lamel, W. M. Fisher, J. G. Fiscus, D. S. Pallett, and N. L. Dahlgren. DARPA TIMIT acoustic phonetic continuous speech corpus CDROM, 1993.
3. V. R. Algazi, R. O. Duda, D. M. Thompson, and C. Avendano. The CIPIC HRTF database. In Proc 2001 IEEE Workshop on Applications of Signal Processing to Audio and Electroacoustics, pages 99-102, Oct 2001.
4. Barbara Shinn-Cunningham, Norbert Kopco, and Tara J. Martin. Localizing nearby sound sources in a classroom: Binaural room impulse responses. Journal of the Acoustical Society of America, 117:3100-3115, 2005.
5. Nicoleta Roman, DeLiang Wang, and Guy J. Brown. A classification-based cocktail party processor. In Proceedings of Neural Information Processing Systems, 2003.
6. Parham Aarabi. Self-localizing dynamic microphone arrays. IEEE transactions on systems, man, and cybernetics, 32(4), November 2002.
7. M. Brandstein and H. Silverman. A practical methodology for speech source localization with microphone arrays. Computer, Speech, and Language, 11(2):91-126, April 1997.
8. Steven J. Rennie. Robust probabilistic TDOA estimation in reverberant environments. Technical Report PS1-TR-2005-011, University of Toronto, February 2005.
9. Michael I. Mandel and Daniel P. W. Ellis. A probability model for interaural phase difference. Workshop on Statistical and Perceptual Audio Processing (SAPA), 2006.
10. Ron Weiss and Daniel P. W. Ellis. Estimating single-channel source separation masks: relevance vector machine classifiers vs pitch-based masking. Workshop on Statistical and Perceptual Audio Processing (SAPA), 2006.
11. Martin Cooke and Daniel P. W. Ellis. The auditory organization of speech and other sources in listeners and computational models. Speech Communication, 35(3-4):141-177, 2001.
12. Sam Roweis. One microphone source separation. In Proceedings of Neural Information Processing Systems 13, pages 793-799, 2000.
13. Matthew Brand. Pattern discovery via entropy minimization. In Proceedings of Artificial Intelligence and Statistics, 1999.
14. Matthew J. Beal, Hagai Attias, and Nebojsa Jojic. Audio-video sensor fusion with probabilistic graphical models. In ECCV (1), pages 736-752, 2002.