Interestingly, in the hand-aligned case, the vowels absorb most of the complexity since many consonantal cues are heavily evidenced on adjacent vowels.
we wish to induce an HMM over a set of states S for which we also have a function π : S → Y that maps every state in S to a phone in Y .