Tech Report A Variational HEM Algorithm for Clustering Hidden Markov Models

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

The hidden Markov model (HMM) is a generative model that treats sequential data under the assumption that each observation is conditioned on the state of a discrete hidden variable…