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It is shown that hybrid HMM/ANN systems, in which the ANN part estimates local posteriors can be used to model global posteriors.
First, an estimation of global posteriors is formalized in the framework of hybrid HMM/ANN systems.
A threshold is placed on the phone posteriors, and those phones below the threshold are pruned.