audb

audb manages your annotated media files.

Databases used in machine learning should be easily exchangeable and versioned for reproducibility. audb allows both as it stores all databases in a common format and manages different versions of a database. Databases are stored in repositories on local file systems, MinIO, or S3.

You can request resampling or remixing of audio content and filter the downloaded data, e.g. if you just want to download the test set.

Have a look at the installation and quickstart instructions.

Citation

If you want to cite audb, you can refer to our paper:

@article{wierstorf2023audb,
  title={audb -- Sharing and Versioning of Audio and Annotation Data in Python},
  author={Hagen Wierstorf
    and Johannes Wagner
    and Florian Eyben
    and Felix Burkhardt
    and Bj{\"o}rn W. Schuller},
  journal={arXiv preprint arXiv:2303.00645},
  year={2023},
}

Metadata

Release files for audb 1.15.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for audb 1.15.0
File	Size	Uploaded
audb-1.15.0.tar.gz	146.4 kB	Oct 12, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for audb 1.15.0
File	Interpreter	ABI	Platform	Reset
audb-1.15.0-py3-none-any.whl 65.2 kB Oct 12, 2026	Python 3	none	any	Details

Total release size: 211.6 kB

Release files / audb-1.15.0.tar.gz

Download URL	audb-1.15.0.tar.gz
Size	146.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`3048ac3572061f8b0ff66ee549051b058f5e372cf62d96e9f48784cee35d59ab`
BLAKE2b-256 checksum How to use checksums	`2d46c3bcaf6686cc143dc29685d83b305889dc07a11b036cf8446f2a6340d061`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/audeering/audb
Publishing commit: github.com/audeering/audb/tree/1379154e67e4fd1a6f7439f5d2aacfb62193a87f

Workflow

Publishing configuration: github.com/audeering/audb/blob/1379154e67e4fd1a6f7439f5d2aacfb62193a87f/.github/workflows/publish.yml
Publishing logs: github.com/audeering/audb/actions/runs/38228513442/attempts/1

Artifact

Subject: audb-1.15.0.tar.gz
SHA-256 checksum: 3048ac3572061f8b0ff66ee549051b058f5e372cf62d96e9f48784cee35d59ab Verifying attestations

Release files / audb-1.15.0-py3-none-any.whl

Download URL	audb-1.15.0-py3-none-any.whl
Size	65.2 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`377f3d80279717c1d5831d5d7619edb4791708ece32b4ced166fdb45b33a6495`
BLAKE2b-256 checksum How to use checksums	`2a78ab6b05b7ce7a18e0b10baf21bfd8ce9953b0df93513c26998b184bc86089`
Upload date	Oct 12, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/audeering/audb
Publishing commit: github.com/audeering/audb/tree/1379154e67e4fd1a6f7439f5d2aacfb62193a87f

Workflow

Publishing configuration: github.com/audeering/audb/blob/1379154e67e4fd1a6f7439f5d2aacfb62193a87f/.github/workflows/publish.yml
Publishing logs: github.com/audeering/audb/actions/runs/38228513442/attempts/1

Artifact

Subject: audb-1.15.0-py3-none-any.whl
SHA-256 checksum: 377f3d80279717c1d5831d5d7619edb4791708ece32b4ced166fdb45b33a6495 Verifying attestations