starrywintersky

Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.

Language:PythonNOASSERTION1601 38 149

talking-head-anime-2-demo

Demo programs for the Talking Head Anime from a Single Image 2: More Expressive project.

Language:PythonMIT1117 21 38

co3d

Tooling for the Common Objects In 3D dataset.

Language:PythonNOASSERTION921 83 81

braindecode

Deep learning software to decode EEG, ECG or MEG signals

Language:PythonBSD-3-Clause743 17 266

EEGLearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

Language:PythonGPL-2.0698 33 53

omni3d

Code release for "Omni3D A Large Benchmark and Model for 3D Object Detection in the Wild"

Language:PythonNOASSERTION680 22 48

WavAugment

A library for speech data augmentation in time-domain

Language:PythonMIT633 26 17

voxpopuli

A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation

Language:PythonNOASSERTION498 19 22

DeepComplexCRN

Language:HTMLApache-2.0384 9 27

brainstorm3

Brainstorm software: MEG, EEG, fNIRS, ECoG, sEEG and electrophysiology

Language:MATLABGPL-3.0364 30 193

SparseNeuS

SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse views

Language:PythonMIT318 28 42

NeRF-Editing

[CVPR 2022] Code for "NeRF-Editing: Geometry Editing of Neural Radiance Fields"

Language:C++GPL-3.0185 5 8

bbci_public

MATLAB toolbox for Brain-Computer Interfacing (BCI)

Language:MATLABMIT144 21 122

python-mindwave-mobile

Scripts to read data out of the Neurosky Mindwave Mobile unter Ubuntu

Language:PythonMIT115 16 28

algorithm-base

让算法工程化更简单

Language:Python84 8 7

SalientSleepNet

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

Language:Python45 1 4

esinet

EEG inverse solution with artificial neural networks. This package works with MNE-Python data structures for easy integration into your MNE-based M/EEG code

Language:Jupyter NotebookMIT35 1 9