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IKE
2008
13 years 6 months ago
Text-independent Speaker Identification Based on MAP Channel Compensation and Pitch-dependent Features
One major source of performance decline in speaker recognition system is channel mismatch between training and testing. This paper focuses on improving channel robustness of speake...
JiQing Han, RongChun Gao
ICASSP
2011
IEEE
12 years 9 months ago
Improved speaker recognition when using i-vectors from multiple speech sources
The concept of speaker recognition using i-vectors was recently introduced offering state-of-the-art performance. An i-vector is a compact representation of a speaker’s utteranc...
Mitchell McLaren, David A. van Leeuwen
SAC
2010
ACM
13 years 10 months ago
Mistral: open source biometric platform
Mistral is an open source software for biometrics applications. This software, based on the well-known UBM/GMM approach includes also the latest speaker recognition developments s...
Eric Charton, Anthony Larcher, Christophe Levy, Je...
ICASSP
2008
IEEE
13 years 11 months ago
Fast speaker adaptation using non-negative matrix factorization
This paper describes a new method for fast speaker adaptation in large vocabulary recognition systems. As in most HMM-based recognizers, the observation densities are modeled as a...
Jacques Duchateau, Tobias Leroy, Kris Demuynck, Hu...
BIOID
2008
178views Biometrics» more  BIOID 2008»
13 years 7 months ago
Biometric System Based on Voice Recognition Using Multiclassifiers
In this paper we present a new speaker recognition system based on the fusion of two identification classifiers followed by a verification step. The user pronounces two passwords: ...
Mohamed Chenafa, Dan Istrate, Valeriu Vrabie, Mich...