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
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