most citedTime-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding

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cs.HC2025

LowKeyEMG: Electromyographic typing with a reduced keyset

Johannes Y. Lee, Derek Xiao, Shreyas Kaasyap +6

We introduce LowKeyEMG, a real-time human-computer interface that enables efficient text entry using only 7 gesture classes decoded from surface electromyography (sEMG). Prior work…

cs.HC2025★ 1 cited

Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding

Ebrahim Feghhi, Shreyas Kaasyap, Nima Hadidi +1

Speech neuroprostheses aim to restore communication for people with severe paralysis by decoding speech directly from neural activity. To accelerate algorithmic progress, a recent…