Latent dirichlet decomposition for single channel speaker separation

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

Volumn 5, Issue , 2006, Pages

  Raj, Bhiksha ^a   Shashanka, Madhusudana V S ^b   Smaragdis, Paris ^a  

^a MITSUBISHI ELECTRIC RESEARCH LABORATORIES   (United States)

^b BOSTON UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYSIS WINDOW; COMPONENT MULTINOMIALS; DIRICHLET DISTRIBUTION; MULTINOMIAL DISTRIBUTIONS;

ALGORITHMS; CHANNEL ESTIMATION; RANDOM PROCESSES; SIGNAL PROCESSING; SOUND RECORDING; SPEECH ANALYSIS;

AUDIO SYSTEMS;

EID: 33947654932     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. J. W. Van der Kouwe, D. Wang, and G. J. Brown, "A comparison of auditory and blind separation techniques for speech segregation," IEEE Trans. on Speech and Audio Processing, 2001.
2. S. T. Roweis, "Factorial models and re-filtering for speech separation and denoising," in EUROSPEECH, 2003, pp. 1009-1012.
3. A. M. Reddy and B. Raj, "Soft mask estimation for single channel speaker separation," in ISCA SAPA2004, Jeju, Korea, 2004.
4. G-J Jang and T-W Lee, "A maximum likelihood approach to single channel source separation," Journal of Machine Learning Research, 2003.
5. P. Smaragdis, "Non-negative matrix factor deconvolution: Extraction of multiple sound sources from monophonic inputs," in Intl. Congress on ICA and Blind Signal Separation, 2004.
6. B. Raj and P. Smaragdis, "Latent variable decomposition of spectrograms for single channel speaker separation," in IEEE WASPAA, New Paltz, NY, 2005.
7. D. M. Blei, A. Y. Ng, and M. I. Jordan, "Latent dirichlet allocation," Jrnl. of Machine Learning Research, pp. 993-1022, 2003.
8. T. P. Minka, "Estimating a dirichlet distribution," Tech. Rep., Microsoft Research, 2003.