jonaskohler / stereoEEG2speechLinks
Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using the PyTorch Lightning.
☆33Updated 2 years ago
Alternatives and similar repositories for stereoEEG2speech
Users that are interested in stereoEEG2speech are comparing it to the libraries listed below
Sorting:
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆22Updated 6 months ago
- ☆51Updated 9 months ago
- Decoding of the speech envelope from EEG using the VLAAI deep neural network☆15Updated 2 years ago
- ☆31Updated last year
- ☆11Updated 2 years ago
- MATLAB code to decode the spatial focus of auditory attention from EEG using common spatial pattern filters and Riemannian geometry-based…☆24Updated 2 years ago
- Scripts to work with an intracranial EEG dataset of speech production.☆26Updated 6 months ago
- ☆21Updated 8 months ago
- ☆102Updated last year
- Deep learning model for EEG artifact removal☆74Updated 3 years ago
- the implementation of the ASAD_DenseNet☆29Updated 3 months ago
- ☆14Updated last year
- ☆37Updated last year
- ☆13Updated last year
- This project describes the necessary code to implement an EEG-based emotion recognition using SincNet [Ravanelli & Bengio 2018] including…☆73Updated last month
- collection of awesome research in brain decoding, including interaction with multi-modalities, theories, and foundation models.☆73Updated last month
- Decode Neural signal as Speech☆35Updated 9 months ago
- Codes to reproduce the Inner speech Dataset publicated by Nieto et al.☆86Updated last year
- Code to implement the model of No.2 in Task 1 of the Auditory EEG Challenge (ICASSP 2024)☆13Updated last year
- EEG Artifact Removal Using Deep Learning (source code, IEEE Journal of Biomedical and Health Informatics)☆36Updated 2 years ago
- ☆17Updated 3 years ago
- Code associated with the paper titled "A high-performance neuroprosthesis for speech decoding and avatar control" , published in Nature i…☆66Updated last year
- Cerebral Signal's Instantaneous Parameters (Phase, Frequency & Envelope) Estimation & Analysis MATLAB Toolbox☆24Updated 6 years ago
- Tools and functions for neural data processing and analysis in python☆28Updated last week
- ☆55Updated last year
- ☆27Updated 9 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆166Updated last month
- ☆35Updated 11 months ago
- ☆29Updated 8 months ago
- DBPNet model☆41Updated 7 months ago