Excited to introduce LightBeam, a CTC decoder for speech neuroprostheses that drastically cuts memory load while achieving state-of-the art (SOTA) results
Paper: arxiv.org/abs/2603.14002
Code: github.com/ebrahimfeghh...
Co-authors: @who-is-lionel.bsky.social, @nrhadidi.bsky.social, Jonathan Kao.
arxiv.org
LightBeam: An Accurate and Memory-Efficient CTC Decoder for Speech Neuroprostheses
A promising pathway for restoring communication in patients with dysarthria and anarthria is speech neuroprostheses, which directly decode speech from cortical neural activity. Two benchmarks, Brain-t...
