As the TIMIT corpus provides phone level segmentations, P t is observed during training.
for reasons that will become clear in the next section, we treat P t as hidden but make it the parent of a rv C t , with, p(c t = 1|p t ) = δ lt=pt where l t is obtained from the transcriptions (l t ∈ D Pt ).