Signal-to-signal ratio independent speaker identification for co-channel speech signals

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2010, Pages 4565-4568

  Saeidi, Rahim ^a   Mowlaee, Pejman ^b   Kinnunen, Tomi ^a   Tan, Zheng Hua ^b   Christensen, Mads Græsbøll ^b   Jensen, Søren Holdt ^b   Fränti, Pasi ^a  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

^b AALBORG UNIVERSITY   (Denmark)

Author keywords

Co channel speech; GMM; MAP adaptation; Speaker identification

Indexed keywords

CO CHANNELS; CO-CHANNEL SPEECH; GAUSSIAN MIXTURE MODEL; GMM; KULLBACK LEIBLER DIVERGENCE; MAP ADAPTATION; MIXED SIGNAL; RECOGNITION ACCURACY; SIGNAL RATIOS; SIMPLE METHOD; SPEAKER IDENTIFICATION; TARGET SPEAKER;

LOUDSPEAKERS;

SPEECH RECOGNITION;

EID: 78149476938     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICPR.2010.1131     Document Type: Conference Paper

References (11)

1. T. Kinnunen and H. Li, "An overview of text-independent speaker recognition: from features to supervectors," Elsevier speech communication, vol. 52, no. 1, pp. 12-40, January.
2. D. A. van Leeuwen, A. F. Martin, M. A. Przybocki, and J. S. Bouten, "NIST and NFI-TNO evaluations of automatic speaker recognition," Elsevier Comp. Speech and Lang., vol. 20, no. 3, pp. 128-158, 2006.
3. D. Morgan, E. George, L. Lee, and S. Kay, "Co-channel speaker separation," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, 1995, pp. 828-831.
4. J. Hershey, S. Rennie, P. Olsen, and T. Kristjansson, "Superhuman multi-talker speech recognition: A graphical modeling approach," Elsevier Comp. Speech and Lang., vol. 24, no. 1, pp. 45-66, Jan 2010.
5. P. Mowlaee, R. Saeidi, Z. H. Tan, M. G. Christensen, P. Fränti, and S. H. Jensen, "Joint single-channel speech separation and speaker identification," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing, March 2010, pp. 4430-4433.
6. M. Cooke, J. Hershey, and S. Rennie, "Monaural speech separation and recognition challenge," Elsevier Comp. Speech and Lang., vol. 24, no. 1, pp. 1-15, 2010.
7. R. Weiss and D. Ellis, "Speech separation using speaker-adapted eigenvoice speech models," Elsevier Comp. Speech and Lang., vol. 24, no. 1, pp. 16-29, 2010.
8. P. Li, Y. Guan, S.Wang, B. Xu, andW. Liu, "Monaural speech separation based on MAXVQ and CASA for robust speech recognition," Elsevier Comp. Speech and Lang., vol. 24, no. 1, pp. 30-44, Jan. 2010.
9. D. Reynolds, T. Quatieri, and R. Dunn, "Speaker verification using adapted gaussian mixture models," Digital Signal Processing, vol. 10, no. 1-3, pp. 19-41, Jan 2000.
10. W. Campbell, D. Sturim, and D. Reynolds, "Support vector machines using GMM supervectors for speaker verification," Signal Processing Letters, IEEE, vol. 13, no. 5, pp. 308-311, May 2006.
11. H. Aronowitz and D. Burshtein, "Efficient speaker recognition using approximated cross entropy (ACE)," Audio, Speech, and Language Processing, IEEE Transactions on, vol. 15, no. 7, pp. 2033-2043, Sept. 2007.