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 12, 2026
Python

tirth8205 / EEGSpeech

Star

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

sposso / fNIRS_classification_model

Star

This repostiry contains the code requires to train a SVM and LDA models to distinguish between perceived speech and silence from fNIRS signals.

topographic-maps fnirs brain-decoding speech-decoding public-fnirs-dataset

Updated May 6, 2025
Jupyter Notebook

Consumer brain-computer interface for inner speech decoding. 8-channel EEG headband ($800) outperforms 128-channel clinical systems ($50K). EEGNet 35.5% accuracy (p=0.0006), cross-subject generalization (p=0.003). Real-time demo included.

Updated May 11, 2026
Jupyter Notebook

Improve this page

Add a description, image, and links to the speech-decoding topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the speech-decoding topic, visit your repo's landing page and select "manage topics."

Learn more

Provide feedback

Saved searches

Use saved searches to filter your results more quickly