Likelihood-ratio calibration using prior-weighted proper scoring rules

Glenn W. Brier, “Verification of Forecasts Expressed in Terms of Probability”, Monthly Weather Review, vol.78, no.1, pp. 1–3, January 1950

1950

Earlier work this paper cites.

Morris H. DeGroot,

1970

Earlier work this paper cites.

Bianca Zadrozny and Charles Elkan, “Transforming classifier scores into accurate multiclass probability estimates”, in Proceedings of the Eighth International Conference on Knowledge Discovery and Data Mining, Edmonton, Alberta, Canada, 2002, pp. 694–699

2002

Earlier work this paper cites.

Andreas Buja, Werner Stuetzle, and Yi Shen, “Loss functions for binary class probability estimation and classification: Structure and applications”, Technical report, Statistics Department, The Wharton School, University of Pennsylvania, November 2005

2005

Earlier work this paper cites.

Niko Brümmer and Johan du Preez, “Application-Independent Evaluation of Speaker Detection”, Computer Speech and Language, 2006

2006

Earlier work this paper cites.

Jorge Nocedal and Stephen J. Wright,

2006

Cited alongside, same era.

Niko Brümmer et al. “Fusion of Heterogeneous Speaker Recognition Systems in the STBU Submission for the NIST Speaker Recognition Evaluation 2006”, IEEE Transactions on Audio, Speech, and Language Processing, September 2007

2007

Cited alongside, same era.

Tilmann Gneiting and Adrian E. Raftery, “Strictly proper scoring rules, prediction, and estimation”, Journal of the American Statistical Association, vol. 102, no. 477, pp. 359–378, March 2007

2007

Cited alongside, same era.

Niko Brümmer, “Measuring, refining and calibrating speaker and language information extracted from speech”, Ph.D. dissertation, University of Stellenbosch, December 2010

2010

Cited alongside, same era.

Niko Brümmer and Edward de Villiers, “The BOSARIS Toolkit: Theory, Algorithms and Code for Surviving the New DCF”, NIST SRE’11 Analysis Workshop, Atlanta, December 2011. Online:

Burget, L. et al., “Discriminatively Trained Probabilistic Linear Discriminant Analysis for Speaker Verification”, IEEE ICASSP, Prague, 2011

Original

2011

Later among the works it cites.

George Doddington, “The Role of Score Calibration in Speaker Recognition”, Interspeech, Portland, September 2012

2012

Later among the works it cites.

Niko Brümmer, “The Role of Proper Scoring Rules in Training and Evaluating Probabilistic Speaker and Language Recognizers”, Invited Talk, Odyssey 2012: The Speaker and Language Recognition Workshop, Singapore, 2012. Online:

2012

Later among the works it cites.

AGNITIO, BUT, CRIM, “ABC SRE’12 Presentation”, NIST SRE 2012 Workshop, Orlando, December 2012

2012

Later among the works it cites.

“The NIST Year 2012 Speaker Recognition Evaluation Plan” 2012. Online:

2012

Later among the works it cites.