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GitHub / asteroid-team / asteroid

The PyTorch-based audio source separation toolkit for researchers

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/asteroid-team%2Fasteroid

Stars: 2,115
Forks: 416
Open Issues: 44

License: mit
Language: Python
Repo Size: 5.88 MB
Dependencies: 83

Created: over 4 years ago
Updated: 16 days ago
Last pushed: about 1 month ago
Last synced: 15 days ago

Commit Stats

Commits: 864
Authors: 53
Mean commits per author: 16.3
Development Distribution Score: 0.216
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/asteroid-team/asteroid

Topics: audio-separation, deep-learning, pretrained-models, pytorch, source-separation, speech-enhancement, speech-separation

Files

Readme

Dependencies

egs/avspeech/looking-to-listen/local/requirements.txt pypi

catalyst ==20.1
facenet-pytorch >=2.2.9
librosa >=0.7.2
mir-eval >=0.6
opencv-python ==4.2.0.34
pysndfx >=0.3.6
threadpoolctl >=2.0.0
torchvision >=0.6.0
zipp >=3.1.0

egs/kinect-wsj/DeepClustering/requirements.txt pypi

scikit-learn >=0.20.2

egs/musdb18/X-UMX/requirements.txt pypi

musdb >=0.4.0
museval >=0.4.0
norbert >=0.2.1
scikit-learn >=0.22

egs/wham/DynamicMixing/requirements.txt pypi

pysndfx >=1.16.4
scipy >=1.4.1

egs/wsj0-mix/DeepClustering/requirements.txt pypi

scikit-learn >=0.20.2

requirements/dev.txt pypi

black ==22.3.0
codecov *
coverage *
librosa *
pre-commit *
pytest *

requirements/docs.txt pypi

jinja2 >=3.0.0,<3.1.0
m2r2 *
nbsphinx *
recommonmark *
sphinx >=1.8.3,<3.0
sphinx-rtd-theme ==0.4.3
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-programoutput >=0.16

requirements/install.txt pypi

PyYAML >=5.0
julius *
pandas >=0.23.4
pb_bss_eval >=0.0.2
pytorch-lightning >=1.5.0
torch_optimizer >=0.0.1a12,<0.2.0
torch_stoi >=0.0.1
torchaudio >=0.8.0

requirements/torchhub.txt pypi

SoundFile >=0.10.2
asteroid-filterbanks >=0.4.0
filelock *
huggingface_hub >=0.0.2
numpy >=1.16.4
requests *
scipy >=1.1.0
torch >=1.8.0

setup.py pypi

From *
PyYAML >=5.0
SoundFile >=0.10.2
asteroid-filterbanks >=0.4.0
huggingface_hub >=0.0.2
julius *
numpy >=1.16.4
pandas >=0.23.4
pb_bss_eval >=0.0.2
pytorch-lightning >=1.5.0
scipy >=1.1.0
torch >=1.8.0
torch_optimizer >=0.0.1a12,<0.2.0
torch_stoi >=0.1.2
torchaudio >=0.5.0

.github/workflows/lint.yml actions

EndBug/add-and-commit v5 composite
actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/rebase.yml actions

actions/checkout v2 composite
cirrus-actions/rebase 1.3.1 composite

.github/workflows/test_asteroid_package.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
codecov/codecov-action v1 composite

.github/workflows/test_docs.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite
actions/upload-artifact v1 composite
ad-m/github-push-action master composite

.github/workflows/test_formatting.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/test_model_consistency.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

.github/workflows/test_torch_hub.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

egs/wsj0-mix-var/Multi-Decoder-DPRNN/requirements.txt pypi

pyproject.toml pypi

requirements.txt pypi

environment.yml pypi