Synonyms for Inarticulate (same or very similar meaning)
WordNet sense 1 (unable to speak temporarily):
dumb, speechless
WordNet sense 2 (expressed without speech; especially because words would be inappropriate or inadequate):
mute
WordNet sense 3 (unable to express yourself clearly or fluently):
incoherent
WordNet sense 4 (unable to speak because of hereditary deafness):
silent
WordNet sense 5 (without or deprived of the use of speech or words):
unarticulate
From the ODE community, based on WordNet
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