##

Gaussian Mixtures

The GM form of the PDF for
is
given by

where

The mixture components are called *modes*.
The GM parameters are denoted
.
The most commonly used method for finding the maximum likelihood
estimate of the parameters from a training set
is the E-M algorithm [52], [53].

Baggenstoss
2017-05-19