https://github.com/asteroid-team/asteroid-filterbanks

Asteroid's filterbanks :rocket:
https://github.com/asteroid-team/asteroid-filterbanks

asteroid-filterbanks audio audio-processing deep-learning filterbanks python3 pytorch

Last synced: about 1 year ago
JSON representation

Asteroid's filterbanks :rocket:

• Host: GitHub
• URL: https://github.com/asteroid-team/asteroid-filterbanks
• Owner: asteroid-team
• License: mit
• Created: 2020-11-20T20:19:34.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2025-01-12T16:28:16.000Z (over 1 year ago)
• Last Synced: 2025-05-09T05:01:57.390Z (about 1 year ago)
• Topics: asteroid-filterbanks, audio, audio-processing, deep-learning, filterbanks, python3, pytorch
• Language: Python
• Homepage: https://asteroid-team.github.io/
• Size: 262 KB
• Stars: 84
• Watchers: 5
• Forks: 22
• Open Issues: 8
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

README

          




[![PyPI Status](https://badge.fury.io/py/asteroid-filterbanks.svg)](https://badge.fury.io/py/asteroid-filterbanks)

[![Build Status](https://github.com/asteroid-team/asteroid-filterbanks/workflows/CI/badge.svg)](https://github.com/asteroid-team/asteroid-filterbanks/actions?query=workflow%3ACI+branch%3Amaster+event%3Apush)

[![codecov][codecov-badge]][codecov]

[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)

[![Documentation Status](https://img.shields.io/badge/docs-0.3.3-blue)](https://asteroid.readthedocs.io/en/v0.3.3/package_reference/filterbanks.html)

[![Latest Docs Status](https://github.com/mpariente/asteroid/workflows/Latest%20docs/badge.svg)](https://mpariente.github.io/asteroid/package_reference/filterbanks.html)

[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/asteroid-team/asteroid-filterbanks/pulls)

[![Python Versions](https://img.shields.io/pypi/pyversions/asteroid.svg)](https://pypi.org/project/asteroid/)

[![Slack][slack-badge]][slack-invite]





Asteroid Filterbanks.





--------------------------------------------------------------------------------

## Install

Latest release using pip:

```bash

pip install asteroid-filterbanks

```

Dev install

```bash

git clone https://github.com/asteroid-team/asteroid-filterbanks

cd asteroid-filterbanks

pip install -e .["all"]

```

## Citing Asteroid

```BibTex

@inproceedings{Pariente2020Asteroid,

    title={Asteroid: the {PyTorch}-based audio source separation toolkit for researchers},

    author={Manuel Pariente and Samuele Cornell and Joris Cosentino and Sunit Sivasankaran and

            Efthymios Tzinis and Jens Heitkaemper and Michel Olvera and Fabian-Robert Stöter and

            Mathieu Hu and Juan M. Martín-Doñas and David Ditter and Ariel Frank and Antoine Deleforge

            and Emmanuel Vincent},

    year={2020},

    booktitle={Proc. Interspeech},

}

```

[comment]: <> (Badge)

[codecov-badge]: https://codecov.io/gh/mpariente/asteroid-filterbanks/branch/master/graph/badge.svg

[codecov]: https://codecov.io/gh/asteroid-team/asteroid-filterbanks

[slack-badge]: https://img.shields.io/badge/slack-chat-green.svg?logo=slack

[slack-invite]: https://join.slack.com/t/asteroid-dev/shared_invite/zt-cn9y85t3-QNHXKD1Et7qoyzu1Ji5bcA