 Hidden semi-Markov model

A hidden semi-Markov model (HSMM) is a statistical model with the same structure as a hidden Markov model except that the unobservable process is semi-Markov rather than Markov.This means that the probability of there being a change in the hidden state depends on the amount of time that has elapsed since entry into the current state.