EMG signals from orofacial muscles are mapped via linear transformation into self-supervised speech representation space to enable direct audio synthesis, shown on an ALS patient during silent articulation.
An instantaneous voice-synthesis neuroprosthesis.Nature, pages 1–8, 2025
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emg2speech: Synthesizing speech from electromyography using self-supervised speech models
EMG signals from orofacial muscles are mapped via linear transformation into self-supervised speech representation space to enable direct audio synthesis, shown on an ALS patient during silent articulation.