Predicting Upcoming Stuttering Events from Three-Second Audio: Stratified Evaluation Reveals Severity-Selective Precursors, and the Model Deploys Fully On-Device
arXiv:2604.27279v1 Announce Type: cross
Abstract: Audio-based stuttering systems to date have been trained for detection — what disfluency is present now — leaving prediction, the capability needed for closed-loop intervention, unstudied at deployab…