For these languages in which the words are often highly inflected as well as formed from several morphemes, even a vocabulary of 100,000 most common words would not give sufficient coverage (Kneissler and Klakow, 2001;Hirsimäki et al., 2005).
the solution to the language modeling clearly has to involve splitting of words into smaller modeling units that could then be adequately modeled.