An open dataset for research on audio field recording archives: freefield1010
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Abstract (arXiv)
We introduce a free and open dataset of 7690 audio clips sampled from the field-recording tag in the Freesound audio archive. The dataset is designed for use in research related to data mining in audio archives of field recordings / soundscapes. Audio is standardised, and audio and metadata are Creative Commons licensed. We describe the data preparation process, characterise the dataset descriptively, and illustrate its use through an auto-tagging experiment.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 20 Sep 2013.
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Citing papers per year: 2022: 1; 2023: 1; 2024: 2.
4 papers.
- 2022Few-shot Long-Tailed Bird Audio Recognitioncited by 1
- 2024Heterogeneous sound classification with the Broad Sound Taxonomy and Datasetcited by 1
- 2024autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Taskscited by 1
- 2023Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classificationcited by 0
- 2024autrainer: A Modular and Extensible Deep Learning Toolkit for Computer Audition Tasks16 Dec 2024
- 2024Heterogeneous sound classification with the Broad Sound Taxonomy and Dataset1 Oct 2024
- 2023Transfer Learning with Semi-Supervised Dataset Annotation for Birdcall Classification29 Jun 2023
- 2022Few-shot Long-Tailed Bird Audio Recognition22 Jun 2022