171 search results - page 3 / 35 » Factorized Asymptotic Bayesian Inference for Mixture Modelin... |
ICPR
2010
IEEE
13 years 11 months ago
2010
IEEE
In this paper we develop a probabilistic interpretation and a full Bayesian inference for non-negative matrix deconvolution (NMFD) model. Our ultimate goal is unsupervised extract...
IJON
2008
13 years 3 months ago
2008
JMLR
2012
11 years 7 months ago
2012
TASLP
2010
12 years 11 months ago
2010
This paper presents a novel probabilistic approach to speech enhancement. Instead of a deterministic logarithmic relationship, we assume a probabilistic relationship between the fr...
KDD
2008
ACM
14 years 5 months ago
2008
ACM
Classic mixture models assume that the prevalence of the various mixture components is fixed and does not vary over time. This presents problems for applications where the goal is...