DocumentCode :
312313
Title :
Combining methods to improve speaker verification decision
Author :
Genoud, Dominique ; Bimbot, Frédéric ; Gravier, Guillaume ; Chollet, Gdrard
Author_Institution :
IDIAP, Martigny, France
Volume :
3
fYear :
1996
fDate :
6-6 Oct. 1996
Firstpage :
1756
Abstract :
This paper describes how the combination of speaker verification algorithms with a priori decision thresholds can improve the overall robustness of a real application. The evaluation is performed in the context of a field application where each client is verified from a seven-digit personal identification number (PIN code). This paper demonstrates that it is possible to increase the global performance of the system by combining the results of several algorithms.
Keywords :
software performance evaluation; speaker recognition; 7-digit PIN code; a priori decision thresholds; field application; global performance; personal identification number; robustness; speaker verification algorithms; Databases; Hidden Markov models; Laboratories; Performance evaluation; Robustness; Speech coding; Speech processing; Speech recognition; Telephony; Training data;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA, USA
Print_ISBN :
0-7803-3555-4
Type :
conf
DOI :
10.1109/ICSLP.1996.607968
Filename :
607968
Link To Document :
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