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https://github.com/spotify/klio

Smarter data pipelines for audio.
https://github.com/spotify/klio

audio-processing data-pipeline media-processing signal-processing

Last synced: about 2 months ago
JSON representation

Smarter data pipelines for audio.

Host: GitHub
URL: https://github.com/spotify/klio
Owner: spotify
License: apache-2.0
Created: 2020-08-07T22:02:58.000Z (almost 4 years ago)
Default Branch: develop
Last Pushed: 2024-01-10T19:37:37.000Z (6 months ago)
Last Synced: 2024-05-04T23:41:36.372Z (2 months ago)
Topics: audio-processing, data-pipeline, media-processing, signal-processing
Language: Python
Homepage: https://docs.klio.io
Size: 73.7 MB
Stars: 829
Watchers: 20
Forks: 51
Open Issues: 20
Metadata Files:
- Readme: README.rst
- Contributing: CONTRIBUTING.rst
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.rst
- Codeowners: CODEOWNERS

Lists

awesome-list - klio
awesome-arts - Klio - Pre-Work](https://github.com/fallonchen/ismir-klio): Code supporting the ISMIR 2020 Klio Tutorial. (Music / Platforms and applications)
awesome-stars - klio
awesome-stars - spotify/klio - Smarter data pipelines for audio. (Python)

README

        .. image:: docs/src/_static/images/logo_small.png

    :alt: Klio Logo

==========================================

``klio``: Smarter data pipelines for audio

==========================================

.. image:: https://img.shields.io/badge/License-Apache%202.0-blue.svg

    :target: https://opensource.org/licenses/Apache-2.0

    :alt: Apache Licensed

.. image:: https://readthedocs.org/projects/klio/badge/?version=latest

    :target: https://docs.klio.io/en/latest/?badge=latest

    :alt: Documentation Status

.. image:: https://slackin.spotify.com/badge.svg

   :target: https://slackin.spotify.com

   :alt: Join the #klio channel in Spotify FOSS Slack

| *Latest Versions of Klio Packages:*

.. image:: https://img.shields.io/pypi/v/klio-cli?color=%2300aa55&label=klio-cli

   :target: https://pypi.org/project/klio-cli

   :alt: Latest version of klio-cli on PyPI

.. image:: https://img.shields.io/pypi/v/klio?color=%2300aa55&label=klio

   :target: https://pypi.org/project/klio

   :alt: Latest version of klio on PyPI

.. image:: https://img.shields.io/pypi/v/klio-exec?color=%2300aa55&label=klio-exec

   :target: https://pypi.org/project/klio-exec

   :alt: Latest version of klio-exec on PyPI

.. image:: https://img.shields.io/pypi/v/klio-audio?color=%2300aa55&label=klio-audio

   :target: https://pypi.org/project/klio-audio

   :alt: Latest version of klio-audio on PyPI

.. image:: https://img.shields.io/pypi/v/klio-core?color=%2300aa55&label=klio-core

   :target: https://pypi.org/project/klio-core

   :alt: Latest version of klio-core on PyPI

.. defining roles used here so that github & PyPI project page ignores them when rendering the README.

.. start-long-desc

.. role:: violetemph

What is Klio?

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

.. start-intro

Klio is an :violetemph:`ecosystem` that allows you to process audio files – or any binary files – easily and at scale.

Klio jobs are :violetemph:`opinionated` data pipelines in Python (streaming or batch) built upon `Apache Beam `_ and tuned for audio and binary file processing.

Klio was built by Spotify to run our large-scale :violetemph:`audio intelligence systems` and is used by teams of engineers and audio researchers to help develop and deploy next generation audio algorithms.

.. end-intro

Read more about Klio `here `_.

Get Started

-----------

Check out our `Quick Start `_ guide on how to start using Klio.

Resources

---------

.. start-resources

* Have a look at our `complete documentation `_.

* Check out our `contributors' guide `_.

* Join the ``#klio`` channel in the `Spotify FOSS Slack organization `_.

* Read up on some of our `FAQs `_.

* Review our `Code of Conduct `_ - this is how we roll.

.. end-resources