 It is common to use a two-level Dirichlet process, similar to the previously described model with two levels of Dirichlet distributions.Such a model is called a "hierarchical Dirichlet process hidden Markov model", or "HDP-HMM" for short.It was originally described under the name "Infinite Hidden Markov Model" and was further formalized in.