arXiv cs.CL
· Papers
Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal
arXiv:2606.19910v2 Announce Type: replace Abstract: Training automated pronunciation assessment often relies on labeled learner errors or non-native corpora that are costly to collect. We propose a lightweight framework trained only on native speech resources, operating unsupervised or lightly calibrated with a small s