I-vector based speaker recognition on short utterances

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

Volumn , Issue , 2011, Pages 2341-2344

  Kanagasundaram, Ahilan ^a   Vogt, Robbie ^a   Dean, David ^a   Sridharan, Sridha ^a   Mason, Michael ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Gaussian PLDA; I vector; LDA; SDNAP; Short utterance; Speaker verification; WCCN

Indexed keywords

GAUSSIANS; I-VECTOR; LDA; SDNAP; SHORT UTTERANCE; SPEAKER VERIFICATION; WCCN;

FACE RECOGNITION;

SPEECH RECOGNITION;

EID: 84865718184     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. R. Vogt, B. Baker, and S. Sridharan, "Factor analysis subspace estimation for speaker verification with short utterances," in Interspeech 2008, pp. 853-856, September 2008.
2. M. McLaren, R. Vogt, B. Baker, and S. Sridharan, "Experiments in SVM based speaker verification using short utterances," Odyssey Speaker and Language Recognition Workshop, 2010.
3. N. Dehak, R. Dehak, J. Glass, D. Reynolds, and P. Kenny, "Cosine similarity scoring without score normalization techniques," Odyssey Speaker and Language Recognition Workshop, 2010.
4. P. Kenny, P. Ouellet, N. Dehak, V. Gupta, and P. Dumouchel, "A study of inter-speaker variability in speaker verification," IEEE Transactions on Audio, Speech, and Language Processing, vol. 16, no. 5, pp. 980-988, 2008.
5. S. Shum, N. Dehak, R. Dehak, and J. Glass, "Unsupervised speaker adaptation based on the cosine similarity for textindependent speaker verification," Submitted to ODYSSEY, 2010.
6. P. Kenny, "Bayesian speaker verification with heavy tailed priors," in Proceedings of the Odyssey Speaker and Language Recognition Workshop, Brno, Czech Republic, 2010.
7. N. Dehak, R. Dehak, P. Kenny, N. Brummer, P. Ouellet, and P. Dumouchel, "Support vector machines versus fast scoring in the lowdimensional total variability space for speaker verification," in Proceedings of Interspeech, pp. 4237 - 4240, 2009.
8. O. Glembek, L. Burget, N. Dehak, N. Brummer, and P. Kenny, "Comparison of scoring methods used in speaker recognition with joint factor analysis," in Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on, pp. 4057-4060, April 2009.
9. R. Vogt, S. Kajarekar, and S. Sridharan, "Discriminant NAP for SVM speaker recognition," in Proc. of Odyssey, pp. 629 - 632, Citeseer, 2008.
10. "The NIST year 2008 speaker recognition evaluation plan," tech. rep., NIST, April 2008.