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IEEE Transactions on Acoustics, Speech, and Signal Processing
Paper

A Decision Theoretic Formulation of a Training Problem in Speech Recognition and a Comparison of Training by Unconditional Versus Conditional Maximum Likelihood

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Abstract

The choice of method for training a speech recognizer is posed as an optimization problem. The currently used method of maximum likelihood, while heuristic, is shown to be superior under certain assumptions to another heuristic: the method of conditional maximum likelihood. Copyright © 1983 by The Institute of Electrical and Electronics Engineers, Inc.

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IEEE Transactions on Acoustics, Speech, and Signal Processing

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