ISCA Archive SpeechProsody 2014
ISCA Archive SpeechProsody 2014

Automatic Discovery of Simply-Composable Prosodic Element

Nigel Ward

As a way to discover the elements of prosody, Principal Component Analysis was applied to several dozen contextual prosodic features computed at 600,000 timepoints in dialog data. The results suggest that English has at least several dozen prosodic patterns, each with its own communicative function.