On calibration of language recognition scores

IEEE Odyssey 2006: Workshop on Speaker and Language Recognition

Volumn , Issue , 2006, Pages

  Brümmer, Niko ^a   Van Leeuwen, David A ^b  

^a Spescom DataVoice   (South Africa)

^b TNO   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

BINARY CODES; CALIBRATION; DATA REDUCTION; PROBLEM SOLVING; SIGNAL DETECTION;

CALIBRATION METRICS; LANGUAGE RECOGNITION; SPEAKER DETECTION;

SPEECH RECOGNITION;

EID: 42749108057     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ODYSSEY.2006.248106     Document Type: Conference Paper

References (12)

1. N.Brümmer, "Application-independent evaluation of speaker detection", Odyssey 2004.
2. N.Brümmer, and J. du Preez, "Application-independent evaluation of speaker detection", Computer Speech & Language, Volume 20, Issues 2-3, April-July 2006, pp 230-275.
3. M.DeGroot and S.Fienberg, "The comparison and evaluation of forecasters". The Statistician 32, 1222, 1983.
4. A.Niculescu-Mizil and R.Caruana, "Predicting Good Probabilities With Supervised Learning" in Proc. 22nd International Conference on Machine Learning (ICML), 2005.
5. Various NIST LRE 'Evaluation Plans' are available at: www.nist.gov/speech/tests/lang/index.htm.
6. The 2006 NIST SRE Evaluation Plan is available at: www.nist.gov/speech/ tests/spk/2006/index.htm.
7. D. van Leeuwen and N.Brümmer, "Channel-dependent GMM and Multi-class Logistic Regression models for language recognition", Odyssey 2006.
8. W.M.Campbell et al."Estimating and evaluating confidence for forensic speaker recognition", ICASSP 2005.
9. W.M.Campbell et al."Understanding Scores in Forensic Speaker Recognition", Odyssey 2006.
10. D.Ramos-Castro, J.Gonzalez-Rodriguez and J.Ortega-Garcia, "Likelihood Ratio Calibration in a Transparent and Testable Forensic Speaker Recognition Framework", Odyssey 2006.
11. N.C.Dalkey, "Inductive Inference and the Maximum Entropy Principle". In: Maximum-Entropy and Bayesian Methods in Inverse Problems, eds.: C.R. Smith and W.T. Grandy, D. Reidel Publishing Company, Dordrecht, pp.351-364, 1985.
12. P.Sebastiani and H.P.Wynn, "Experimental Design to Maximize Information". MaxEnt 2000: Twentieth International Workshop on Bayesian Inference and Maximum Entropy in Science and Engineering. AI P Conference Proceedings, 2000, pp. 192-203.