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67
Voted
ICASSP
2008
IEEE
15 years 4 months ago
2008
IEEE
We derive an asymptotic Newton algorithm for Quasi Maximum Likelihood estimation of the ICA mixture model, using the ordinary gradient and Hessian. The probabilistic mixture frame...
67
Voted
ICANN
2007
Springer
15 years 3 months ago
2007
Springer
In this article we present an incremental method for building a mixture model. Given the desired number of clusters K ≥ 2, we start with a two-component mixture and we optimize t...
80
Voted
ICIP
2006
IEEE
15 years 11 months ago
2006
IEEE
ICMCS
2010
IEEE
14 years 10 months ago
2010
IEEE
We present an interactive visualization system for the analysis of Gaussian mixture speaker models. The system exhibits the inner workings of the model intuitively by visualizing ...