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Author

Jia-Chen Zhang

2 papers indexed here

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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
Oct 2026

Improving RSVP EEG Decoding Performance under Auditory Perturbation: A Dual-View Model with Robust Distillation.

OBJECTIVE Decoding event-related potentials (ERPs) from Rapid Serial Visual Presentation (RSVP) EEG offers a promising approach for target recognition in brain-computer interfaces (BCIs). However, auditory noise in real-world environments degrades target-ERP decoding, substantially reducing accuracy and robustness. M...

Jia-Chen Zhang, Fu Li, Bo-Xun Fu et al. · 0 citations

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