7 enumerate through every frame index in a sentence, treating each feature frame as a potential boundary between acoustic units.
this likelihood is simply the marginal probability of p(x t+1:t+d , n i , c i,p | l i,κ ) with n i and c i,p integrated out, which can be expanded and computed as shown in the last three rows of Eq.