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