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ECOSoundSet: a finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe. 2025

Title: ECOSoundSet: a finely annotated dataset for the automated acoustic identification of Orthoptera and Cicadidae in North, Central and temperate Western Europe. 2025
Authors: Funosas Planas, David
Publisher Information: Zenodo
Publication Year: 2025
Collection: Zenodo
Subject Terms: Passive acoustic monitoring; Orthopterans; Cicadas; Deep Learning; Acoustic identification; Soundscape
Description: Here you can download ECOSoundSet (European Cicadidae and Orthoptera Sound dataSet), a dataset containing 11,290 recordings of 201 orthopteran and 24 cicada species (219 and 26 subspecies, respectively) present in North, Central, and temperate Western Europe (Andorra, Belgium, Denmark, mainland France and Corsica, Germany, Ireland, Luxembourg, Monaco, Netherlands, United Kingdom, Switzerland), collected partly through targeted fieldwork in South France and Catalonia and partly through contributions from various European entomologists. The dataset is composed of a combination of coarsely labeled recordings, for which we can only infer the presence, at some point, of their target species (weak labeling), and finely annotated recordings, for which we know the specific time and frequency range of each insect sound present in the recording (strong labeling). We also provide a train/validation/test split of the annotated recordings, with respective approximate proportions of 0.8, 0.1 and 0.1, in order to facilitate their incorporation in the training and evaluation of deep learning algorithms.
Document Type: dataset
Language: English
Relation: https://zenodo.org/records/17086328; oai:zenodo.org:17086328; https://doi.org/10.5281/zenodo.17086328
DOI: 10.5281/zenodo.17086328
Availability: https://doi.org/10.5281/zenodo.17086328; https://zenodo.org/records/17086328
Rights: Creative Commons Attribution 4.0 International ; cc-by-4.0 ; https://creativecommons.org/licenses/by/4.0/legalcode
Accession Number: edsbas.BBCBF12E
Database: BASE