We formulate the noisy-channel model as a PCFG and encode the substitute, split, and delete operations as grammar rules.
to reduce the inference load on the HMM, we exploit acoustic cues in the feature space to constrain phonetic boundaries to occur at a subset of all possible locations (Lee and Glass, 2012).