Introduction
Expanding interest in the use of biometrics for security purposes has brought increasing attention to the use of speech as a biometric. Speech fits naturally into the list of likely biometric modalities. It is an activity engaged in by essentially everyone, and is one of the primary means by which people identify those whom they know.
But speaker recognition has not heretofore been seen as among the most useful biometrics for general security applications. There has been a much more developmental effort on the use of face, fingerprint, and iris. Recognition of speakers by voice has been seen as more of a niche application, largely because of the special difficulties associated with the collection of quality speech input, and perhaps because of a particular advantage may offer.
This introduction briefly discusses some key issues related to speaker recognition as a biometric. In the following section some of the main databases that have been used for speaker recognition...
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Cieri, C., Campbell, J.P., Nakasone, H., Miller, D., Walker, K.: The Mixer Corpus of Multilingual, Multichannel Speaker Recognition Data, LREC 2004: Fourth International Conference on Language Resources and Evaluation, Lisbon (2004)
Cieri, C., Andrews, W., Campbell, J.P., Doddington, G., Godfrey, J., Huang, S., Liberman, M., Martin, A., Nakasone, H., Przybocki, M., Walker, K.: The Mixer and Transcript Reading Corpora: Resources for Multilingual, Crosschannel Speaker Recognition Research, LREC 2006: Fifth International Conference on Language Resources and Evaluation (2006)
Cieri, C., Corson, L., Graff, D., Walker, K.: Resources for New Research Directions in Speaker Recognition: The Mixer 3, 4 and 5 Corpora, Interspeech 2007, Antwerp (August 2007)
Martin, A.F., et al.: The DET curve in assessment of detection task performance. In: Proceedings of Eurospeech ’97, vol. 4, pp. 1899–1903. Rhodes, Greece (September 1997)
Brummer, N., du Preez, J.: Application-independent evaluation of speaker detection. Comput. Speech Lang. 20(2–3), 230–275 (April–July 2006)
Doddington, G.: Speaker recognition based on idiolectal differences between speakers. In: Proceedings of Eurospeech ’01, vol. 4, pp. 2521–2524. Aalborg, Denmark (September 2001)
Martin, A.F., Przybocki, M.A.: The NIST speaker recognition evaluations: 1996–2001. In: Proceedings of 2001: A Speaker Odyssey, pp. 39–43. Chainia, Crete, Greece (June 2001)
Martin, A.F., Przybocki, M.A., Campbell, J.P.: The NIST speaker recognition evaluation program. In: Wayman, J. (eds.) et al. Biometric Systems: Technology, Design and Performance Evaluation, Chapter 8, pp. 241–262. Springer, Berlin (2005)
Przybocki, M.A., Martin, A.F.: (2004)NIST speaker recognition evaluation chronicles. In: Proceedings of Odyssey 2004: The Speaker and Language Recognition Workshop. Toledo, Spain
Przybocki, M.A., Martin, A.F., Le, A.N.: NIST speaker recognition evaluation chronicles – Part 2. In: Proceedings of Odyssey 2006: The Speaker and Language Recognition Workshop. San Juan, PR (2006)
Przybocki, M.A., Martin, A.F., Le, A.N.: NIST speaker recognition evaluations utililizing the mixer corpora – 2004, 2005, 2006. IEEE Trans. Audio Speech Lang. Process. 15(7), (2007)
Martin, A.F.: Evaluations of automatic speaker classification systems. In: Muller, C. (ed.) Speaker Classification I, pp. 313–329. Springer, Berlin (2007)
Reynolds, D.A.: (January 2008)Keynote talk. In: Proceedings of Odyssey 2008: The Speaker and Language Recognition Workshop. Stellenbosch, South Africa
Leeuwen, D.A., et al.: van NIST and NFI-TNO evaluations of automatic speaker recognition. Comput. Speech Lang. 20(2), 128–158 (2006)
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Martin, A.F. (2009). Speaker Databases and Evaluation. In: Li, S.Z., Jain, A. (eds) Encyclopedia of Biometrics. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-73003-5_204
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