Subject-Agnostic Transformer-Based Neural Speech Decoding from Surface and Depth Electrode Signals
Junbo Chen, Xupeng Chen, Ran Wang, Chenqian Le, Amirhossein Khalilian-Gourtani, Erika Jensen, Patricia C. Dugan, Werner Doyle, Orrin Devinsky, Daniel J. Friedman, Adeen Flinker, Yao Wang
This paper introduces a transformer-based model for speech decoding from neural signals using surface and depth electrodes, achieving high performance across multiple participants and electrode types.
bioRxiv · Mar 11, 2024 · PreprintNeuroscience