Sixth European Conference on Speech Communication and Technology

Budapest, Hungary
September 5-9, 1999

Conversational Biometrics

Stéphane H. Maes

IBM T.J. Watson Research Center Yorktown Heights, NY, USA

In this paper, we present a new modality for speaker recognition: conversational biometrics. By combining diverse simultaneous conversational technologies, high accuracy transparent speaker recognition becomes possible even in channel or environment mismatches. For speaker identification over very large populations, we combine dialogs to reduce the set of confusable speakers and textindependent speaker identification to pin-point the actual speaker. Similarly, dialogs with personal random or predefined questions are used to perform simultaneously knowledge-based and acousticbased verifications of the user. Adequate design of the dialog allows to tailor the ROC curves to the needs of most applications.

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Bibliographic reference.  Maes, Stéphane H. (1999): "Conversational biometrics", In EUROSPEECH'99, 1219-1222.