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INTERSPEECH
2010
13 years 4 months ago
Acoustic vector resampling for GMMSVM-based speaker verification
Using GMM-supervectors as the input to SVM classifiers (namely, GMM-SVM) is one of the promising approaches to text-independent speaker verification. However, one unaddressed issu...
Man-Wai Mak, Wei Rao
ICASSP
2011
IEEE
13 years 1 months ago
Factored covariance modeling for text-independent speaker verification
Gaussian mixture models (GMMs) are commonly used to model the spectral distribution of speech signals for text-independent speaker verification. Mean vectors of the GMM, used in c...
Eryu Wang, Kong-Aik Lee, Bin Ma, Haizhou Li, Wu Gu...
ICPR
2006
IEEE
14 years 11 months ago
Robust Local Scoring Function for Text-Independent Speaker Verification
Traditionally, the Universal Background Model (UBM) is viewed as the background model of the entire acoustic feature space. We propose a novel interpretation of the UBM model, and...
Ming Liu, Thomas S. Huang, Zhengyou Zhang