For vowels, VM measures how well the inferred phonetic categorizations match the gold categories; for lexemes, it measures whether tokens have been assigned to the same lexemes both by the model and the gold standard.
the word-topic assignments are used to calculate unsmoothed situation-topic distributions θ used by the tLD model.