A platform for the collaborative creation of open audio collections labeled by humans and based on Freesound content
Get started with our annotation tasks!
Explore, download and contribute to our datasets
The FSD is a large-scale, general-purpose dataset composed of Freesound content organised by the AudioSet Ontology
... more to come!
Our vision ...
Transparency
The datasets creation process should be as transparent
as possible since data science results heavily depend on it
Openness
Data should be released under open licenses to
facilitate its distribution and help reproducible research
Dynamism
Datasets should be dynamic in the sense that
they can evolve over time in quality and quantity
... and our plan!
Freesound content
We leverage Freesound (>370k sounds) as a
source of open audio content for creating datasets
Community-based
We rely on the community to sustainably crowdsource high-quality
sound annotations and to improve our platform workflows
The Freesound Datasets platform
Builds and maintains datasets following the outlined principles of
transparency, openness, dynamic character, and sustainability
What can I do in this platform?
Explore
Tools for exploring
the datasets
Download
Datasets realesed under
Creative Commons licences
Annotate
We collect annotations
through crowdsourcing
Discuss
About the datasets
and the platform
Report
Amend errors in
the datasets
If you use this platform or any of the hosted datasets in your work please cite our paper:
E. Fonseca, J. Pons, X. Favory, F. Font, D. Bogdanov, A. Ferraro, S. Oramas, A. Porter & X. Serra. Freesound Datasets: A Platform for the Creation of Open Audio Datasets.In Proceedings of the 18th International Society for Music Information Retrieval Conference, Suzhou, China, 2017 [BiB]
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