From the 1 of 3 linked papers with an AI index.
3 papers
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…
End-to-End Intracortical Speech Decoding from Neural Activity
Owais Mujtaba Khanday, Jose A. Gonzalez-Lopez, Marc Ouellet +2
Current high-performing intracortical speech neuroprostheses achieve low word error rates but typically rely on external language models during inference, increasing memory, comput…
Recreating Neural Activity During Speech Production with Language and Speech Model Embeddings
Owais Mujtaba Khanday, Pablo Rodroguez San Esteban, Zubair Ahmad Lone +2
Understanding how neural activity encodes speech and language production is a fundamental challenge in neuroscience and artificial intelligence. This study investigates whether emb…