EUROSPEECH 2003 - INTERSPEECH 2003
8th European Conference on Speech Communication and Technology

Geneva, Switzerland
September 1-4, 2003

        

Integration of Speaker Recognition into Conversational Spoken Dialogue Systems

Timothy J. Hazen, Douglas A. Jones, Alex Park, Linda C. Kukolich, Douglas A. Reynolds

Massachusetts Institute of Technology, USA

In this paper we examine the integration of speaker identification/verification technology into two dialogue systems developed at MIT: the Mercury air travel reservation system and the Orion task delegation system. These systems both utilize information collected from registered users that is useful in personalizing the system to specific users and that must be securely protected from imposters. Two speaker recognition systems, the MIT Lincoln Laboratory text-independent GMM based system and the MIT Laboratory for Computer Science text-constrained speaker-adaptive ASR-based system, are evaluated and compared within the context of these conversational systems.

Full Paper

Bibliographic reference.  Hazen, Timothy J. / Jones, Douglas A. / Park, Alex / Kukolich, Linda C. / Reynolds, Douglas A. (2003): "Integration of speaker recognition into conversational spoken dialogue systems", In EUROSPEECH-2003, 1961-1964.