Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal

Syeda Faiza Ahmed Sara, Shammur Absar Chowdhury

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…