2 papers
cs.CL2022
Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection
Angelica Chen, Vicky Zayats, Daniel D. Walker +1
In modern interactive speech-based systems, speech is consumed and transcribed incrementally prior to having disfluencies removed. This post-processing step is crucial for producin…
cs.CL2021
Disfluency Detection with Unlabeled Data and Small BERT Models
Johann C. Rocholl, Vicky Zayats, Daniel D. Walker +3
Disfluency detection models now approach high accuracy on English text. However, little exploration has been done in improving the size and inference time of the model. At the same…