Graph relational features for speaker recognition and mining

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn , Issue , 2011, Pages 525-528

  Karam, Zahi N ^a,b   Campbell, William M ^b   Dehak, Najim ^c  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b MIT LINCOLN LABORATORY   (United States)

^c MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Graph Embedding; Relational Features; Speaker Mining; Speaker Recognition

Indexed keywords

GRAPH EMBEDDINGS; MATCH SCORE; MINING TASKS; RELATIONAL FEATURES; RELATIONAL GRAPH; SPEAKER MINING; SPEAKER RECOGNITION; SPEAKER VERIFICATION;

ALGORITHMS; SIGNAL PROCESSING; SPEECH RECOGNITION;

FEATURE EXTRACTION;

EID: 80052216683     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2011.5967749     Document Type: Conference Paper

References (11)

1. N. Dehak, P. Kenny, R. Dehak, P. Ouellet, and P. Dumouchel, "Front-end factor analysis for speaker verification," IEEE Transactions on Audio, Speech and Language Processing, To Appear.
2. W. M. Campbell, Z. Karam, and D. E. Sturim, "Speaker comparison with inner product discriminant functions," in Advances in NIPS 22, 2009, pp. 207-215.
3. Z. N. Karam and W. M. Campbell, "Graph-embedding for speaker recognition," in Proc. Interspeech, 2010.
4. Z. N. Karam, W. M. Campbell, and N. Dehak, "Towards reduced false-alarms using cohorts," in Proc. ICASSP, 2011.
5. 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, 2006.
6. S. Shum, N. Dehak, R. Dehak, and J. R. Glass, "Unsupervised speaker adaptation based on the cosine similarity for textindependent speaker verification," in Proc. Odyssey, 2010.
7. D. Liben-Nowell and J. Kleinberg, "The link prediction problem for social networks," in Proc. 12th International Conference on Information and Knowledge Management, 2003.
8. "The NIST year 2010 speaker recognition evaluation plan," http://www.itl.nist.gov/iad/mig/tests/sre/2010/index.html,2010.
9. J. B. Tenenbaum, V. Silva, and J. C. Langford, "A global geometric framework for nonlinear dimensionality reduction," Science, vol. 290, 2000.
10. S. White and P. Smyth, "Algorithms for estimating relative importance in networks," in Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, 2003.
11. Chih-Chung Chang and Chih-Jen Lin, "LIBSVM: a library for support vector machines," http://www.csie.ntu.edu.tw/cjlin/libsvm, 2001.