513 search results - page 23 / 103 » Bayesian Approaches to Gaussian Mixture Modeling |
146
click to vote
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
Tracking speakers is an important application in smart environments. Acoustic tracking using microphone arrays is a challenging task due to two major reasons: On the one hand, mul...
142
click to vote
ECML
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. In this paper we consider latent variable models and introduce a new U-likelihood concept for estimating the distribution over hidden variables. One can derive an estimat...
158
Voted
PR
2011
14 years 10 months ago
2011
The Student’s-t hidden Markov model (SHMM) has been recently proposed as a robust to outliers form of conventional continuous density hidden Markov models, trained by means of t...
166
Voted
PRL
2007
15 years 3 months ago
2007
Abstract – In this paper we seek a Gaussian mixture model (GMM) of the classconditional densities for plug-in Bayes classification. We propose a method for setting the number of ...
117
click to vote
CSDA
2010
15 years 3 months ago
2010
A two component parametric mixture is proposed to model survival after an invasive treatment, when patients may experience different hazards regimes: a risk of early mortality dir...