Neural decoding of speech using deep neural ensembles
Seonghyun Yoon, Donald T. Avansino, Sasidhar S. Madugula, Alisa D. Levin, Chaofei Fan, Benyamin Meschede-Krasa, Akansha Singh, Christina Vo, Nick V. Hahn, Nicholas S. Card, Zachery Fogg, Maitreyee Wairagkar, Samuel R. Nason, Brandon G. Jacques, Payton H. Bechefsky, , Francis R. Willett
This paper tests deep neural ensembles in real-time speech BCIs, showing reduced word error rates and introducing a computationally efficient pseudoensembling method.
bioRxiv · Jun 4, 2026 · PreprintNeuroscience