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audb

Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license

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},
}

About

Manage audio and video datasets

audeering.github.io/audb/

Topics

annotationaudiodatamlops

Resources

Readme
License

Contributing

Contributing
Activity
Custom properties

Stars

36 stars

Watchers

3 watching

Forks

2 forks
Report repository

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GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

, 'i');
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GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

, 'i');
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try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

, 'i');
if (__m === '*' || __re.test(location.href)) {
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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages

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GitHub - audeering/audb: Manage audio and video datasets · GitHub
Skip to content
BranchesTags
Repository files navigation
audb
Test statuscode coverageaudb's documentationaudbs's supported Python versionsaudb's MIT license
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},
}
About
Manage audio and video datasets
audeering.github.io/audb/
Topics
annotationaudiodatamlops
Resources
Readme
License
Contributing
Contributing
Activity
Custom properties
Stars
36 stars
Watchers
3 watching
Forks
2 forks
Report repository
Releases
Used by
Contributors
Languages