A study of new approaches to speaker diarization

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

Volumn , Issue , 2009, Pages 1047-1050

  Reynolds, Douglas ^a   Kenny, Patrick ^b   Castaldo, Fabio ^c  

^a MIT LINCOLN LABORATORY   (United States)

^b Cent de Recherche Informatique de Montreal   (Canada)

^c POLITECNICO DI TORINO   (Italy)

Author keywords

Clustering; Diarization; Eigenvoice; Factor analysis; Segmentation; Speaker recognition; Variational Bayes

Indexed keywords

AGGLOMERATIVE CLUSTERING; BASELINE SYSTEMS; EIGENVOICES; ERROR RATE; FACTOR ANALYSIS; LOW DIMENSIONAL; NEW APPROACHES; SEGMENTATION AND CLUSTERING; SPEAKER DETECTION; SPEAKER DIARIZATION; SPEAKER MODEL; SPEAKER RECOGNITION; SUMMER WORKSHOPS; VARIATIONAL BAYES; WEAK CORRELATION;

CLUSTER ANALYSIS; ERROR DETECTION; HYBRID SYSTEMS; SPEECH COMMUNICATION; SPEECH RECOGNITION;

TELEPHONE SYSTEMS;

EID: 70450194565     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. S. Tranter and D. Reynolds, "An overview of automatic speaker diarization systems," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, no. 5, pp. 1557-1565, Sept. 2006.
2. Fabio Valente, Variational Bayesian methods for audio indexing, Ph.D. thesis, Eurecom, Sep 2005.
3. P. Kenny, "Bayesian analysis of speaker diarization with eigenvoice priors," 2008.
4. F. Castaldo, D. Colibro, E. Dalmasso, P. Laface, and C. Vair, "Stream-based speaker segmentation using speaker factors and eigenvoices," in Proc. ICASSP, Las Vegas, Nevada, Mar. 2008.
5. N. Dehak, P. Kenny, R. Dehak, O. Glembek, P. Dumouchel, L. Burget, V. Hubeika, and F. Castaldo, "Support vector machines and joint factor analysis for speaker verification," in Proc. ICASSP, Taipei, Taiwan, Apr. 2009.
6. C. Vair, D. Colibro, F. Castaldo, E. Dalmasso, , and P. Laface, "Loquendo - politecnico di torino's 2006 nist speaker recognition eva luation system," in Proc. Interspeech, Antwerp, Belgium, Aug. 2007.