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» Learning Mixtures of Gaussians
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PR
2010
110views more  PR 2010»
14 years 5 months ago
Object classification by fusing SVMs and Gaussian mixtures
Thomas Deselaers, Georg Heigold, Hermann Ney
ICASSP
2011
IEEE
14 years 2 months ago
Soft frame margin estimation of Gaussian Mixture Models for speaker recognition with sparse training data
—Discriminative Training (DT) methods for acoustic modeling, such as MMI, MCE, and SVM, have been proved effective in speaker recognition. In this paper we propose a DT method fo...
Yan Yin, Qi Li
GLOBECOM
2008
IEEE
15 years 5 months ago
Robustness Analysis of Source Localization Using Gaussianity Measure
Nowadays, the source localization has been widely applied for wireless sensor networks. The Gaussian mixture model has been adopted for maximum-likelihood (ML) source localization ...
Kun Yan, Hsiao-Chun Wu, S. S. Iyengar
NIPS
2003
15 years 11 days ago
Probabilistic Inference in Human Sensorimotor Processing
When we learn a new motor skill, we have to contend with both the variability inherent in our sensors and the task. The sensory uncertainty can be reduced by using information abo...
Konrad P. Körding, Daniel M. Wolpert