EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models

Soowon Kim, Ha-Na Jo, Eunyeong Ko

In this study, we propose an ensemble learning framework for electroencephalogram-based overt speech classification, leveraging denoising diffusion probabilistic models with varyin…