Clustering hidden Markov models with variational HEM

Emanuele Coviello, Antoni B. Chan, Gert R. G. Lanckriet

The hidden Markov model (HMM) is a widely-used generative model that copes with sequential data, assuming that each observation is conditioned on the state of a hidden Markov chain…