Moreover, disfluencies in speech also introduce noise in downstream tasks like machine translation and information extraction (Wang et al., 2010).
punctuation prediction (PU) and disfluency prediction (DF) are two important post-processing tasks for automatic speech recognition because they improve not only the readability of ASR output, but also the performance of downstream Natural Language Processing (NLP) tasks.