Title :
iFLY system for the NIST 2008 speaker recognition evaluation
Author :
Guo, Wu ; Long, Yanhua ; Li, Yijie ; Pan, Lei ; Wang, Eryu ; Dai, Lirong
Author_Institution :
MOE-Microsoft Key Lab. of Multimedia Comput. & Commun., Univ. of Sci. & Technol. of China (USTC)
Abstract :
The description of iFLY system submitted for NIST 2008 speaker recognition evaluation (SRE), which has achieved excellent performance in the 2008 SRE evaluation, is presented in this paper. Our primary system is a fusion of two subsystems GMM-UBM and GMM-SVM. For each sub-system, two kinds of short-time acoustic features PLP and LPCC are adopted. We focus on three key issues in this evaluation: channel compensation, multi-lingual or bi-lingual cues and the voice activity detection. We also point out that data selection and factor analysis play key roles in the system improvement.
Keywords :
Gaussian processes; acoustic signal processing; speaker recognition; support vector machines; GMM-SVM; GMM-UBM; LPCC; PLP; iFLY system; short-time acoustic features; speaker recognition evaluation; Feature extraction; Frequency modulation; Laboratories; Microphones; NIST; Noise reduction; Speaker recognition; Speech analysis; Telephony; Testing; GMM; NAP; joint factor analysis; speaker verification;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-2353-8
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2009.4960557