All the tools that build LMs have an option to specify the vocabulary
to use, so you could specify the vocabulary (word-list) from your
lexicon. Alternatively you could choose a word-list (e.g. based on
counts in the vocabulary) and use g2p to get pronunciations for them
(search for train_g2p.sh and apply_g2p.sh).
Dan
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