We model the prediction problem as a classification task as follows: given a sequence of words w i in a sentence W = {w 1 , • • • , w n } and a prosodic label vocabulary (l i L), we need to predict the best prosodic label sequence We approximate the conditional probability to be within a bounded n-gram context.
where is the word sequence and are the corresponding part-of-speech and additional syntactic information sequences.