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» Acoustic feature diversity and speaker verification
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INTERSPEECH
2010
12 years 11 months ago
Acoustic feature diversity and speaker verification
We present a new method for speaker verification that uses the diversity of information from multiple feature representations. The principle behind the method is that certain feat...
R. Padmanabhan, Hema A. Murthy
ICASSP
2009
IEEE
13 years 11 months ago
Improving acoustic speaker verification with visual Body-Language features
We show how an SVM based acoustic speaker verification system can be significantly improved in incorporating new visual features that capture the speaker’s “Body Language.” ...
Christoph Bregler, George Williams, Sally Rosentha...
ICASSP
2011
IEEE
12 years 8 months ago
Using clustering comparison measures for speaker recognition
Recent results seem to cast some doubt over the assumption that improvements in fused recognition accuracy for speaker recognition systems based on different acoustic features are...
Jia Min Karen Kua, Julien Epps, Mohaddeseh Nosrati...
ICPR
2006
IEEE
14 years 5 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
ICASSP
2011
IEEE
12 years 8 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...