Our initial analysis of a textonly disfluency detection system shows that despite high performance of such models, there exists a big gap in the performance of text-based approaches for some types of disfluencies, such as restarts and non-trivial or long rephrases.
prosody cues, which can be indicative of interruption points, have a potential to contribute towards detection of more difficult types of disfluencies.