Hyojin Park

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...