How to train a hidden markov model with constrained probabilities (or missing links between hidden states)?

Question

I have a hidden Markov model (HMM) with 3 hidden states and 2 discrete emission symbols. I know that the probability of transitioning from state 2 to state 3 is 0 (i.e. there is