speech-decoding

Here are 4 public repositories matching this topic...

neural-processing-lab / MEG-XL

Code for "MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training" at ICML 2026

deep-learning pytorch meg eeg transformer bci brain-computer-interface self-supervised-learning neural-decoding foundation-models brain-to-speech speech-decoding brain-to-text

Updated May 13, 2026
Python

tirth8205 / EEGSpeech

Sponsor

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A brain-computer interface (BCI) for decoding speech phonemes from EEG signals using a hybrid CNN-LSTM model, with interactive Streamlit visualizations and Docker support.

docker deep-learning signal-processing neuroscience pytorch eeg brain-computer-interface cnn-lstm streamlit speech-decoding

Updated Jul 16, 2025
Python

Chen-xi111 / Making-Mandarin-Sentences-from-syllables-bci

Star

Syllable-balanced Mandarin reading corpus for BCI speech decoding

nlp brain-computer-interface mandarin speech-decoding

Updated Jul 16, 2026
Python

How much a speech brain-computer interface decoder degrades after being trained once on early sessions, what changes in the neural signal, and whether small labeled recalibration can restore it. 20 months, 45 sessions, T15 Brain-to-Text '25 dataset.

machine-learning neuroscience pytorch bci brain-computer-interface ctc neurotechnology neural-decoding neuroprosthetics speech-decoding

Updated Nov 9, 2026
Python

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