Preprint
Sep 2026
SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
Reconstructing speech from non-invasive brain signals offers a promising pathway for restoring communication in individuals who are cognitively intact but unable to speak. Existing EEG-to-speech approaches formulate this task as acoustic reconstruction, optimizing waveform fidelity while ignoring whether the generated...
Jisoo Park, Seonghak Lee, Hyojin Park et al.
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