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Natural Language Modeling for Phoneme-to-Text Transcription

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2 Author(s)
Derouault, Anne-Marie ; IBM France Scientific Center, 36 Avenue Raymond Poincaré, 75116 Paris, France. ; Merialdo, Bernard

This paper relates different kinds of language modeling methods that can be applied to the linguistic decoding part of a speech recognition system with a very large vocabulary. These models are studied experimentally on a pseudophonetic input arising from French stenotypy. We propose a model which combines the advantages of a statistical modeling with information theoretic tools, and those of a grammatical approach.

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:PAMI-8 ,  Issue: 6 )