10 citations · 15 across the 9 of their papers we have counts for
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cs.HC2026
AESSI: An Around-Ear Silent Speech Interface for Cross-Day Online Reuse without Test-Day Calibration
Xiran Xu, Mochu Dong, Yujie Yan +3
Silent speech interfaces (SSIs) enable private communication without audible speech and may support people with post-stroke dysarthria. Everyday reuse requires articulation-related…
cs.CL2026
Beyond Parallel Tracking: Interactive Multi-Feature Fusion Drives Semantic Reconstruction from Non-invasive Brain Recordings
Boda Xiao, Xiran Xu, Songyi Li +4
Continuous semantic reconstruction from non-invasive neural recordings remains limited by the representational mismatch between semantic feature spaces and neural coding patterns,…
cs.SD2026
SHINE: Sequential Hierarchical Integration Network for EEG and MEG
Xiran Xu, Yujie Yan, Songyi Li +5
How natural speech is represented in the brain constitutes a major challenge for cognitive neuroscience. Reconstructing the speech envelope and Mel spectrogram from EEG and MEG pro…