Study of overlapped speech detection for NIST SRE summed channel speaker recognition

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2011, Pages 2345-2348

  Sun, Hanwu ^a   Ma, Bin ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Overlapped speech; Speaker diarization; Speaker recognition; Summed channel

Indexed keywords

CHANNEL TEST; EQUAL ERROR RATE; ERROR RATE REDUCTION; MAIN MODULE; SPEAKER DETECTION; SPEAKER DIARIZATION; SPEAKER RECOGNITION; SPEAKER RECOGNITION SYSTEM; SPEECH DETECTION; SUMMED CHANNEL; VOICE ACTIVITY DETECTION;

COMPUTER APPLICATIONS; COMPUTER SIMULATION;

SPEECH RECOGNITION;

EID: 84865726897     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (18)

1. "NIST 2008 Speaker Recognition Evaluation Plan", http://www.itl.nist.gov/iad/mig//tests/sre/2008/sre08-evalplan-release4.pdf.
2. C. Vair, D. Colibro, F. Castaldo, E. Dalmasso, and P. Laface, "Loquendo - Politecnico di Torino's 2006 NIST Speaker. Recognition Evaluation System," in Proc. Interspeech, pp.1238-1241, Belgium, 2007.
3. D. Reynolds, P. Kenny and F. Castaldo, "A study of new approaches to speaker diarization," in Proc. Interspeech, pp. 6-10, Brighton, 2009
4. H. Sun, B. Ma, C. Huang, T. Nguyen, H. Li "The IIR NIST SRE 2008 and 2010 summed channel speaker recognition systems", in Proc. Interspeech 2010, pp.366-369, Japan, Sept. 2010.
5. K. Boakye, B. Trueba-Hornero, O. Vinyals, and G. Friedland, "Overlapped speech detection for improved speaker diarization in multiparty meetings," in Proc. ICASSP 2008, Las Vegas, 2008.
6. O. Ben-Harush, I. Lapidot, H. Guterman, "Entropy Based Overlapped Speech Detection as a Pre-Processing Stage for Speaker Diarization", in Proc. Interspeech 2009, pp.916-919, Brighton, UK, Sept. 2009.
7. "Spring 2007 (RT-07) Rich Transcription meeting recognition evaluation plan," http://www.nist.gov/speech/tests/rt/rt2007/docs/rt07- meetingeval-plan-v2.pdf.
8. H. Sun, B. Ma, Z. Swe. and H. Li., "Speaker Diarization System for FT07 and RT09 Meeting Room Audio," in Proc. ICASSP, pp.4982-4985, 2010.
9. H. Sun, T.L. Nwe, B. Ma and H. Li, "Speaker Diarization for Meeting Room Audio", in Proc. Interspeech 2009, pp. 900-903, Brighton, U.K., Sept. 2009.
10. W. M. Campbell, D. E. Sturim, D. A. Reynolds, and A. Solomonoff, "SVM based speaker verification using a GMM supervector kernel and NAP variability compensation," in Proc. ICASSP, pp. 97-100, 2006.
11. S.F. Boll, "Suppression of acoustic noise in speech using spectral subtraction," IEEE. Trans. Acoustics, Speech, Signal Processing, vol. 27, pp. 113-120, 1979.
12. R. Martin "Spectral Subtraction Based on Minimum Statistics," in Proc. EUSPICO, vol. 2, pp.1182-1185, 1994.
13. C. E. Shannon, "A mathematical theory of communication," Tech. J., vol. 27, p. 379-423/623-656, 1948.
14. H. Hermansky and N. Morgan, "RASTA Processing of Speech," IEEE Transactions on Speech and Audio Processing, vol. 2, no. 4, pp. 578-589, 1994.
15. X. Anguera, C. Wooters, B. Peskin, and M. Aguilo, "Robust speaker segmentation for meetings: The ICSI-SRI spring 2005 diarization system," In Proc. NIST MLMI Meeting Recognition Workshop, Edinburgh, 2005.
16. D.A. Reynolds, T.F. Quatieri and R.B. Dunn, "Speaker Verification Using Adapted Gaussian Mixture Models," Digital Signal Processing, 10(1):19-41, 2000.
17. R. Collobert and S. Bengio, "SVMTorch: support vector machines for large-scale regression problems," Journal of Machine Learning Research, vol. 1, pp. 143-160, 2001.
18. R. Auckenthaler, M. Carey, and H. Lloyd-Thomas, "Score Normalization for Text-independent Speaker Verification Systems," Digital Signal Processing, vol. 10, no 1-3, pp. 42-54, Jan 2000.