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Author

Xuan-Da Chen

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Preprint Oct 2026

PhonoBridge: Error-Aware Phoneme-Mediated EMG-to-Text Reconstruction

Electromyography (EMG) provides a non-invasive means of decoding silently articulated speech into text, but accurate decoding remains challenging due to limited availability of paired EMG-text data. We introduce PhonoBridge, a two-stage framework comprising a channel-aware EMG-to-phoneme frontend and a large language m...

Wen-An Qiu, Jia-Chen Zhang, Xuan-Da Chen et al. · 0 citations
Sep 2026

Building L2 phonology with contrast and alternation

This study investigates how alternations influence the acquisition of L2 phonological features, focusing on Mandarin speakers’ acquisition of voicing in Russian stops. Mandarin captures this contrast using [spread glottis], whereas Russian employs [voice]. Naive learners were divided into two training groups: the R...

Xuan-Da Chen, Heather Goad, Wen-Tao Gu · 0 citations

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