Soundata: reproducible use of audio datasets
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- dc.contributor.author Fuentes, Magdalena
- dc.contributor.author Plaja-Roglans, Genís
- dc.contributor.author Cortès Sebastià, Guillem
- dc.contributor.author Khandelwal, Tanmay
- dc.contributor.author Miron, Marius
- dc.contributor.author Serra, Xavier
- dc.contributor.author Bello, Juan Pablo
- dc.contributor.author Salomon, Justin
- dc.date.accessioned 2025-05-27T11:54:50Z
- dc.date.available 2025-05-27T11:54:50Z
- dc.date.issued 2024
- dc.description.abstract Soundata is an open-source Python library for working with audio datasets in a programmatic and standardized way. It removes the need for writing custom loaders and improves reproducibility by providing tools to validate data against a canonical version. It speeds up research pipelines by allowing users to quickly download a dataset, validate that the dataset is complete and correct, and load it into memory in a standardized and reproducible way. It is designed to work with bioacoustics, environmental, urban, and spatial sound datasets; to be easy to use and easy to contribute to; and to increase reproducibility and standardize the usage of sound datasets in a flexible way.
- dc.format.mimetype application/pdf
- dc.identifier.citation Fuentes M, Plaja-Roglans G, Cortès-Sebastià G, Khandelwal T, Miron M, Bello JP, et al. Soundata: reproducible use of audio datasets. J Open Source Softw. 2024;9(98):6634. DOI: 10.21105/joss.06634
- dc.identifier.doi http://dx.doi.org/10.21105/joss.06634
- dc.identifier.issn 2475-9066
- dc.identifier.uri http://hdl.handle.net/10230/70528
- dc.language.iso eng
- dc.publisher Jostrans (Journal of Specialised Translation)
- dc.relation.ispartof Journal of Open Source Software. 2024;9(98):6634
- dc.rights Authors of papers retain copyright and release the work under a Creative Commons Attribution 4.0 International License (CC BY 4.0).
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri http://creativecommons.org/licenses/by/4.0/
- dc.subject.keyword Audio
- dc.subject.keyword Environmental-sound
- dc.subject.keyword Bioacoustics
- dc.subject.keyword Dataset
- dc.subject.keyword Urban-sound
- dc.title Soundata: reproducible use of audio datasets
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/publishedVersion