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Improved speaker, verification over the cellular phone network using phoneme-balanced and digit-sequence-preserving connected digit patterns

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2 Author(s)
Kato, T. ; KDDI R&D Labs. Inc., Saitama, Japan ; Shimizu, Tohru

In order to achieve high accuracy text-prompted speaker verification over the cellular phone network, a phoneme-balanced connected digit pattern for enrollment and digit-sequence-preserving connected digit patterns for verification (i.e. patterns preserving partial digit sequences of the enrollment pattern) are proposed. In addition to those, a decision procedure using multiple patterns is designed to overcome the low quality of cellular phone speech. Experimental results showed the phoneme-balanced and digit-sequence-preserving patterns reduced more than 50% of equal error rate compared to the conventional randomly-chosen and randomly-reordered digit patterns. The decision procedure reduced 60% of the error rate. Overall, the error rate obtained by the proposed method was 1% for 99% of clients and 95% of imposters.

Published in:

Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on  (Volume:2 )

Date of Conference:

6-10 April 2003