Integrated online speaker clustering and adaptation

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

Volumn , Issue , 2011, Pages 1085-1088

  Breslin, C ^a   Chin, K K ^a   Gales, M J F ^a   Knill, K ^a  

^a TOSHIBA CORPORATION   (Japan)

Author keywords

Adaptation; Clustering; Online diarization

Indexed keywords

ADAPTATION; ADAPTATION TECHNIQUES; CLUSTERING; HIGH QUALITY; INTEGRATED APPROACH; ONLINE DIARIZATION; SPEAKER ADAPTATION; SPEAKER CLUSTERING; SPEECH TRANSCRIPTIONS; YIELD GAIN;

SPEECH TRANSMISSION;

TRANSCRIPTION;

EID: 84865727926     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (17)

1. S. Renals, T. Hain, and H. Bourlard, "Recognition and Understanding of Meetings the AMI and AMIDA Projects," in ASRU, 2007.
2. T. Hain, L. Burget, J. Dines, G. Garau, V. Wan, M. Karafiat, J. Vepa, and M. Lincoln, "The AMI System for the Transcription of Speech in Meetings," in ICASSP, 2007.
3. S.E. Tranter and D.A. Reynolds, "An Overview of Automatic Speaker Diarization Systems," IEEE Transactions on Audio Speech and Language Processing, vol. 14, pp. 1557-1565, 2006.
4. J.L. Gauvain, L. Lamel, and G. Adda, "Partitioning and Transcription of Broadcast News Data," in ICSLP, 1998.
5. S.S. Chen and P.S. Gopalakrishnan, "Speaker, Environment and Channel change Detection and Clustering via the Bayesian Information Criterion," in Proc. DARPA Broadcast News Transcription and Understanding Workshop, 1998.
6. J. Ajmera, H. Bourlard, and I. Lapidot, "Improved Unknown- Multiple Speaker Clustering using HMM," Tech. Rep. IDIAP-RR 02-23, IDIAP, 2002.
7. X. Zhu, C. Barras, S. Meignier, and J.L. Gauvain, "Combining Speaker Identification and BIC for Speaker Diarization," in Interspeech, 2005.
8. K.Markov and S. Nakamura, "Never-ending Learning System for On-line Speaker Diarization," in ASRU, 2007.
9. J. Geiger, F. Wallhoff, and G. Rigoll, "GMM-UBM Based Openset Online Speaker Diarization," in Interspeech, 2010.
10. T. Koshinaka, K. Nagatomo, and K. Shinoda, "Online Speaker Clustering using Incremental Learning of an Ergodic Hidden Markov Model," in ICASSP, 2009.
11. D. Liu, D. Kiecza, A. Srivastava, and F. Kubala, "Online Speaker Adaptation and Tracking for Real-time Speech Recognition," in Interspeech, 2005.
12. M. J. F. Gales, "Maximum likelihood linear transformations for hmm-based speech recognition," Computer Speech and Language, vol. 12, pp. 75-98, 1997.
13. A.K. Sarkar and S. Umesh, "Fast Computation of Speaker Characterization Vector using MLLR and Sufficient Statistics in Anchor Model Framework," in Interspeech, 2010.
14. D.Y. Kim, S. Umesh, M.J.F. Gales, T. Hain, and P.C. Woodland, "Using VTLN for Broadcast News Transcription," in Interspeech, 2004.
15. C. Breslin, K. Chin, M.J.F. Gales, K. Knill, and H. Xu, "Prior Information for Rapid Speaker Adaptation ," in Interspeech, 2010.
16. X. Anguera, Robust Speaker Diarization for Meetings, Ph.D. thesis, UPC Barcelona, 2006.
17. I. Bulyko, M. Ostendorf, and A. Stolcke, "Getting More Mileage from Web Text Sources for Conversational Speech Language Modeling using Class-Dependent Mixtures," in HLT, 2003.