Showing cs.SDShow all
2 papers · 1 filter
cs.SD2026
Do EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding
Owais Mujtaba Khanday, Mohamed Baha Ben Ticha, Sanae Belfrouh +2
EEG foundation models pretrained on thousands of hours have shown large gains over task-specific networks for motor imagery, seizure detection, sleep staging, and emotion recogniti…
cs.SD2025
NeuroIncept Decoder for High-Fidelity Speech Reconstruction from Neural Activity
Owais Mujtaba Khanday, José L. Pérez-Córdoba, Mohd Yaqub Mir +2
This paper introduces a novel algorithm designed for speech synthesis from neural activity recordings obtained using invasive electroencephalography (EEG) techniques. The proposed…