| A comparison of a priori threshold setting procedures for speaker verification in the CAVE project |
Title: A comparison of a priori threshold setting procedures for speaker verification in the CAVE project
Author(s): J.-B. Pierrot, J. Lindberg, Johan Koolwaaij, H.-P. Hutter, D. Genoud, M. Blomberg & F. Bimbot
Reference: Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP'98), Seattle, USA, Vol. 1, pp. 125-128
Keywords: Speaker Recognition
The issue of a priori threshold setting in speaker verification is a key problem
for field applications. In the context of the CAVE project, we compared several methods
for estimating speaker-independent and speaker-dependent decision thresholds. Relevant
parameters are estimated from development data only, i.e without resorting to additional
client data. The various approaches are tested on the Dutch SESP database.
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