We have shown that, despite previous discouraging results (Carroll and Charniak, 1992;Merialdo, 1994), it is possible to achieve good results using EM to learn linguistic structures in an unsupervised way.
in this positional model, each syllable is labeled as initial (i), medial (M), final (F), or as the one syllable in a monosyllabic word (O).