Biometric identification in forensic cases according to the Bayesian approach

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2359 LNCS, Issue , 2002, Pages 177-185

  Gonzalez Rodriguez, J ^a   Fierrez Aguilar J ^a   Ortega Garcia, J ^a   Lucena Molina, J J ^b  

^a UNIVERSIDAD POLITÉCNICA DE MADRID   (Spain)

^b DGGC   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

AUTHENTICATION; BAYESIAN NETWORKS; FORENSIC SCIENCE;

BAYESIAN APPROACHES; BAYESIAN FRAMEWORKS; BAYESIAN TECHNIQUES; BIOMETRIC IDENTIFICATIONS; FORENSIC IDENTIFICATION; FORENSIC REPORTING; FORENSIC SCIENTISTS; FORENSIC SPEAKER RECOGNITION;

BIOMETRICS;

EID: 84868611981     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-47917-1_18     Document Type: Conference Paper

References (17)

1. Martin, A. et al., "The DET curve in assessment of detection task performance", Proc. EuroSpeech.97, pp. 1895-1898, Rhodes (Greece), 1997
2. Robertson, B., Vignaux, G.A., Interpreting Evidence. Evaluating Forensic Science in the Courtroom, Wiley, Chichester (UK), 1995
3. Foster, K.R., and P.W. Huber, Judging Science: Scientific Knowledge and the Federal Courts, MIT Press, Cambridge MA (USA), 1997
4. Broeders, A.P.A., "Forensic Speech and Audio Analysis: the State of the Art in 2000 AD", Proc. of SEAF-2000 (1st National Conference of the Spanish Forensic Acoustics Society), Ed. J. Ortega-Garcia, Madrid (Spain), 2000
5. Champod, C., Meuwly, D., "The Inference of Identity in Forensic Speaker Recognition", Speech Communication, vol. 31, pp. 193-203, June 2000
6. Evett, I.W., "Towards a Uniform Framework for Reporting Opinions in Forensic Science Casework", Science & Justice 1998: 38(3), pp. 198-202
7. Champod, C., "Overview and Meaning of Identification", Encyclopedia of Forensic Sciences, pp. 1077-1084, Academic Press, 2000
8. Aitken, C.G.C.,"Statistical Interpretation of Evidence/Bayesian Analysis", Encyclopedia of Forensic Sciences, pp. 717-724, Academic Press, 2000
9. Tippet C.F. et al.,"The evidential value of the comparison of paint flakes from sources other than vehicles", Journal of the Forensic Science Society, vol. 8, pp. 61-65, 1968
10. Evett, I.W. and Buckleton, J.S.,"Statistical Analysis of STR (short tandem repeat) data", Advances in Forensic Haemogenetics, A. Carracedo, B. Brickmann, and W. Bär, Editors. Springer-Verlag: Heidelberg, pp. 79-86, 1996
11. Taroni, F., Aitken, C.G.C.,"Forensic Science at Trial", Jurimetrics J. 37, 327-337, 1997
12. André-Obrecht, R. (ed.), Special Issue on Speaker Recognition and its Commercial and Forensic Applications, Speech Communication, pp. 87-270, Elsevier, 2000
13. Reynolds, D.A.,"Speaker Identification and Verification Using Gaussian Mixture Models", Speech Communication, vol. 17, pp. 91-108, Elsevier, 1995
14. Meuwly, D., Drygajlo, A.,"Forensic Speaker Recognition based on a Bayesian Framework and Gaussian Mixture Modeling", Proc. of Odyssey.2001 ISCA Speaker Recognition Workshop, Crete (Greece), 2001
15. Gonzalez-Rodriguez, J., Ortega-Garcia, J., Lucena-Molina, J.J.,"On the Application of the Bayesian Framework to Real Forensic Conditions with GMM-based Systems", Proc. of Odyssey.2001 ISCA Speaker Recognition Workshop, pp. 135-138, Crete (Greece), 2001
16. Gonzalez-Rodriguez, J., Ortega-Garcia, J., and Lucena-Molina, J.J.,"Bayesian Evaluation of Speech Evidences with IdentiVox Automatic Speaker Recognition System", Joint ENFSI-IAFP (European Network of Forensic Science Institutes. International Association of Forensic Phonetics) Meeting, Paris (France), July 2001
17. Ortega-Garcia, J., Gonzalez-Rodriguez, J., Marrero-Aguiar, V.,"AHUMADA: a Large Speech Corpus in Spanish for Speaker Characterization and Identification", Speech Communication, vol. 31, pp. 255-264, June 2000