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News/Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal
arxiv
PublishedJune 24, 2026 at 4:00 AM
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Light-weight Pronunciation Assessment via Discrete Speech Token Surprisal

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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 calib

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