. . "b j ( o ; ?? m ) = ??? k = 1 K c k N ( o , ?? k , U k ) where j is a state index, o is an observation vector, ??m is the model index, ck are the mixing proportion of component k, ??k is the means vector of component k and Uk is the covariance matrix of component k." . .