DocumentCode :
2179913
Title :
Loquendo - Politecnico di Torino´s 2010 NIST speaker recognition evaluation system
Author :
Castaldo, Fabio ; Colibro, Daniele ; Vair, Claudio ; Cumani, Sandro ; Laface, Pietro
Author_Institution :
Loquendo, Torino, Italy
fYear :
2011
fDate :
22-27 May 2011
Firstpage :
5464
Lastpage :
5467
Abstract :
This paper describes the improvement introduced in the Loquendo-Politecnico di Torino (LPT) speaker recognition system submitted to the NIST SRE10 evaluation campaign. This system combines the results of eight core acoustic systems all based on Gaussian Mixture Models (GMMs). We illustrate the key factors, in the selection of the development data and in engineering state-of-the art technology, which contributed to the very good performance and calibration of our system in all the test conditions proposed in this evaluation.
Keywords :
Gaussian processes; speaker recognition; GMM; Gaussian Mixture Models; LPT speaker recognition system; Loquendo-Politecnico di Torino 2010 NIST speaker recognition evaluation system; Analytical models; Estimation; Interviews; Microphones; NIST; Speech; Training; Joint Factor Analysis; Speaker Recognition; Speaker Segmentation; Total variability models;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on
Conference_Location :
Prague
ISSN :
1520-6149
Print_ISBN :
978-1-4577-0538-0
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2011.5947595
Filename :
5947595
Link To Document :
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