Speaker diarization based on intensity channel contribution

IEEE Transactions on Audio, Speech and Language Processing

Volumn 19, Issue 4, 2011, Pages 754-761

  Barra Chicote, Roberto ^a   Pardo, Jose Manuel ^a   Ferreiros, Javier ^a   Montero, Juan Manuel ^a  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

Author keywords

Intensity channel contribution (ICC); speaker diarization; speaker segmentation; speech processing in meetings

Indexed keywords

COMPLETE SYSTEM; ERROR RATE; INTENSITY CHANNEL CONTRIBUTION (ICC); RELATIVE ENERGIES; SPEAKER DIARIZATION; SPEAKER SEGMENTATIONS; SPECTRAL FEATURE; TIME DELAY OF ARRIVAL;

SPEECH PROCESSING;

SPEECH RECOGNITION;

EID: 79951598795     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TASL.2010.2062507     Document Type: Article

References (26)

1. "Language Recognition Evaluation," National Institute of Technology (NIST), 2009 [Online]. Available: http://www.itl.nist.gov/iad/mig/ tests/lre/
2. 'Speaker Recognition Evaluation," National Institute of Technology (NIST), 1997-2010 [Online]. Available: http://www.itl.nist.gov/iad/ mig/tests/sre/
3. M. Fraser and S. King, "The Blizzard Challenge 2007," in Proc. BLZ3- 2007 (in Proc. SSW6), Aug. 2007.
4. Rich Transcription Evaluation Project National Institute of Technology (NIST), 2002-2009 [Online]. Available: http://www.itl.nist.gov/iad/ mig/tests/rt
5. S. Tranter and D. Reynolds, "An overview of automatic speaker diarization systems," IEEE Trans. Audio, (Pubitemid 46547580)
6. J.-H. Chang, N. S. Kim, and S. Mitra, "Voice activity detection based on multiple statistical models," IEEE Trans. Signal Process., vol. 54, no. 6, pp. 1965-1976, Jun. 2006. (Pubitemid 43811393)
7. E. Scheirer and M. Slaney, "Construction and evaluation of a robust multifeature speech/music discriminator," in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process. ICASSP-97, Apr. 1997, vol. 2, pp. 1331-1334.
8. E. El-Khoury, C. Senac, and J. Pinquier, "Improved speaker diarization system for meetings," in Proc. IEEE. Int. Conf. Acoust., Speech, Signal Process. ICASSP'09. , Apr. 2009, pp. 4097-4100.
9. C. Wooters and M. Huijbregts, "The ICSI rt07s speaker diarization system," in Lecture Notes in Computer Sciences, 2008, vol. 4625, pp. 509-519.
10. H. Sun, T. L. Nwe, B. Ma, and H. Li, "Speaker diarization for meeting room audio," in Proc. Interspeech, Sep. 2009, pp. 900-903.
11. C. Fredouille, S. Bozonnet, and N. Evans, "The LIA-EURECOM rt 09 speaker diarization system," in Proc. Rich Transcription 2009 Meeting Recognition Evaluation Workshop, 2009.
12. S. Chen and P. Gopalakrishnan, "Speaker, environment and channel change detection and clustering via the bayesian information criterion," in Proc. DARPA Speech Recognition Workshop, 1998.
13. T. H. Nguyen, E.-S. Chng, and H. Li, "T-test distance and clustering criterion for speaker diarization," in Proc. Interspeech, Sep. 2008.
14. D. Vijayasenan, F. Valente, and H. Bourlard, "An information theoretic approach to speaker diarization of meeting data," IEEE Trans. Audio, Speech, Lang. Process., vol. 17, no. 7, pp. 1382-1393, Sep. 2009.
15. A. Gallardo-Antolin, X. Anguera, and C. Wooters, "Multi-stream speaker diarization systems for the meetings domain," in Proc. Interspeech, 2006.
16. G. Friedland, O. Vinyals, Y. Huang, and C. Muller, "Prosodic and other long-term features for speaker diarization," IEEE Trans. Audio, Speech, Lang. Process., vol. 17, no. 5, pp. 985-993, Jul. 2009.
17. X. Anguera, C.Wooters, and J. Hernando, "Acoustic beamforming for speaker diarization of meetings," IEEE Trans. Audio, Speech, Lang. Process., vol. 15, no. 7, pp. 2011-2022, Sep. 2007.
18. D. P. W. Ellis and J. C. Liu, "Speaker turn segmentation based on between- channel differences," in Proc. NIST Meeting Recognition Workshop at ICASSP'04, 2004.
19. J. M. Pardo, X. Anguera, and C. Wooters, "Speaker diarization for multi- microphone meetings using only between-channel differences," Lecture Notes in Computer Science, vol. 4299/2006, pp. 257-264, 2006.
20. J. M. Pardo, X. Anguera, and C. Wooters, "Speaker diarization for multiple distant microphone meetings: Mixing acoustic features and inter-channel time differences," in Proc. ICSLP, Sep. 2006, pp. 2194-2197.
21. J. M. Pardo, X. Anguera, and C. Wooters, "Speaker diarization for multiple-distant-microphone meetings using several sources of information," IEEE Trans. Comput., vol. 56, no. 9, pp. 1212-1224, Sep. 2007. (Pubitemid 47333559)
22. M. S. Brandstein and H. F. Silverman, "A robust method for speech signal time-delay estimation in reverberant rooms," in Proc. ICASSP, 1997, pp. 375-378.
23. X. Anguera, M. Aguilo, C. Wooters, C. Nadeu, and J. Hernando, "Hybrid speech/non-speech detector applied to speaker diarization of meetings," in Proc. Speaker Odyssey, 2006.
24. J. Ajmera and C. Wooters, "A robust speaker clustering algorithm," in Proc. IEEE Workshop Autom. Speech Recognition Understanding, 2003, pp. 411-416.
25. J. B. Kruskal and M. Wish, Multidimensional Scaling, ser. Sage University Paper series on Quantitative Applications in the Social Sciences. Beverly Hills, CA: Sage, 1978.
26. J. L. Hall, "Application of multidimensional scaling to subjective evaluation of coded speech," J. Acoust. Soc. Amer., vol. 110, pp. 2167-2182, 2001. (Pubitemid 32959715)