works on
eeg foundation models 1imagined speech 1overt speech 1speech decoding 1transfer learning 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.SD2026

Does EEG Foundation Models Transfer to Speech? A Benchmark on Overt and Imagined Speech Decoding

Owais Mujtaba Khanday, Mohamed Baha Ben Ticha, Sanae Belfrouh +2

The paper benchmarks two EEG foundation models on overt and imagined speech decoding tasks, comparing them to established convolutional baselines, and finds that large‑scale EEG pr…

cs.AI2025

Neural Decoding of Overt Speech from ECoG Using Vision Transformers and Contrastive Representation Learning

Mohamed Baha Ben Ticha, Xingchen Ran, Guillaume Saldanha +12

Speech Brain Computer Interfaces (BCIs) offer promising solutions to people with severe paralysis unable to communicate. A number of recent studies have demonstrated convincing rec…