dgaddy / silent_speechLinks
Code for voicing silent speech from EMG. Official repository for the papers "Digital Voicing of Silent Speech" at EMNLP 2020 and "An Improved Model for Voicing Silent Speech" at ACL 2021. Also includes code for converting silent speech to text.
☆135Updated last year
Alternatives and similar repositories for silent_speech
Users that are interested in silent_speech are comparing it to the libraries listed below
Sorting:
- Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using th…☆33Updated 2 years ago
- ☆101Updated last year
- ☆49Updated 9 months ago
- ☆37Updated last year
- ☆193Updated 2 years ago
- ☆30Updated last year
- This repository contains the SpeechBrain Benchmarks☆123Updated 2 months ago
- Code for the paper "A high-performance speech neuroprosthesis"☆160Updated 2 weeks ago
- Toward Fully-End-to-End Listened Speech Decoding from EEG Signals (Interspeech 2024)☆21Updated 5 months ago
- Codes to reproduce the Inner speech Dataset publicated by Nieto et al.☆86Updated last year
- ☆27Updated 9 months ago
- Scripts to work with an intracranial EEG dataset of speech production.☆25Updated 5 months ago
- Tools and functions for neural data processing and analysis in python☆28Updated 2 months ago
- Decoding of the speech envelope from EEG using the VLAAI deep neural network☆14Updated 2 years ago
- The fusion of MNE and PyTorch for accelerated deep-neural-network based BCI-systems and Neurophysiology signal analysis.☆68Updated 3 years ago
- Pytorch/Python implementation of the joint CNN-LSTM deep learning model☆25Updated 3 years ago
- ☆141Updated 6 months ago
- a public domain dataset of EEG recordings for music imagery information retrieval☆182Updated 7 years ago
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆57Updated 2 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
- Decode Neural signal as Speech☆34Updated 8 months ago
- ☆20Updated 7 months ago
- code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"☆198Updated 11 months ago
- Steady-state Visual Evoked Potentials (SSVEP) BCI Classification Algorithms on a 12-Class SSVEP Public Dataset☆66Updated 2 years ago
- Supervised Speech Representation Learning for Parkinson's Disease Classification☆15Updated 3 years ago
- PyTorch implementation of TSception☆75Updated 2 years ago
- ☆33Updated 10 months ago
- Documentation for Reproducing & Using the Open ExG Headphones☆25Updated 2 years ago
- the implementation of the ASAD_DenseNet☆28Updated 3 months ago
- Reimplementation of speech decoding 2022 paper by MetaAI☆13Updated last year