Hidden Markov ... from the state's emission probability distribution. Then, we choose which state to visit next according to the state's transition probability distribution. The model thus ...

To overcome this limitation, we present a hierarchical hidden Markov model, diHMM ... whereas the state transition matrix is composed of multiple levels of transitions. We further assume that ...