Datasets:
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README.md
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authors:
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- family-names: Márquez-Rodríguez
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given-names: Alba
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- family-names: Muñoz-Mohedano
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given-names: Miguel Ángel
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- family-names: Marín Jiménez
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given-names: Manuel Jesús
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- family-names: Santamaría García
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given-names: Eduardo
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- family-names: Bastianelli
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given-names: Giulia
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- family-names: Mendoza
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given-names: Irene
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---
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# BIRDeep Audio Annotations
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#### Who are the annotators?
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<!-- This section describes the people or systems who created the annotations. -->
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- Eduardo Santamaría García
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- Giulia Bastianelli
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## Bias, Risks, and Limitations
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This dataset incorporates synthetic background audio, which has been created by introducing noise and modifying the original audio intensities. This process, known as Data Augmentation, enhances the robustness of the dataset. Additionally, a subset of the ESC-50 dataset, which is a widely recognized benchmark for environmental sound classification, has also been included to enrich the diversity of the dataset.
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It can be excluded of the dataset as it is in separate folders into de audios, images and labels root folder (Data Augmentation folder and ESC50), also, annotations have to been removed from the CSVs in any case they will be used to process the dataset.
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## Dataset Card Authors
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- Alba Márquez-Rodríguez
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- Miguel Ángel Muñoz-Mohedano
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- Manuel Jesús Marín-Jiménez
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- Eduardo Santamaría-García
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- Giulia Bastianelli
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- Irene Mendoza
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## Citation
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authors:
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- family-names: Márquez-Rodríguez
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given-names: Alba
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affiliation: Estación Biológica de Doñana, Dept. of Ecology and Evolution & Universidad de Córdoba, Dept. of Informatics and Numeric Analysis
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city: Seville, Córdoba
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country: Spain
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- family-names: Muñoz-Mohedano
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given-names: Miguel Ángel
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affiliation: Estación Biológica de Doñana, Dept. of Ecology and Evolution
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city: Seville
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country: Spain
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- family-names: Marín Jiménez
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given-names: Manuel Jesús
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affiliation: Universidad de Córdoba, Dept. of Informatics and Numeric Analysis
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city: Córdoba
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country: Spain
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- family-names: Santamaría García
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given-names: Eduardo
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affiliation: Estación Biológica de Doñana, Dept. of Ecology and Evolution
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city: Seville
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country: Spain
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- family-names: Bastianelli
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given-names: Giulia
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affiliation: Estación Biológica de Doñana, ICTS-Doñana (Infraestructura Científico-Técnica Singular de Doñana)
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city: Seville
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country: Spain
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- family-names: Mendoza
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given-names: Irene
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affiliation: Estación Biológica de Doñana, Dept. of Ecology and Evolution
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city: Seville
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country: Spain
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---
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# BIRDeep Audio Annotations
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#### Who are the annotators?
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<!-- This section describes the people or systems who created the annotations. -->
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- Eduardo Santamaría García, Estación Biológica de Doñana, Dept. of Ecology and Evolution, Sevilla, Spain
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- Giulia Bastianelli, Estación Biológica de Doñana, ICTS-Doñana (Infraestructura Científico-Técnica Singular de Doñana), Sevilla, Spain
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## Bias, Risks, and Limitations
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This dataset incorporates synthetic background audio, which has been created by introducing noise and modifying the original audio intensities. This process, known as Data Augmentation, enhances the robustness of the dataset. Additionally, a subset of the ESC-50 dataset, which is a widely recognized benchmark for environmental sound classification, has also been included to enrich the diversity of the dataset.
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It can be excluded of the dataset as it is in separate folders into de audios, images and labels root folder (Data Augmentation folder and ESC50), also, annotations have to been removed from the CSVs in any case they will be used to process the dataset.
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## Dataset Card Authors and Affiliations
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- Alba Márquez-Rodríguez, Estación Biológica de Doñana, Dept. of Ecology and Evolution & Universidad de Córdoba, Dept. of Informatics and Numeric Analysis
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- Miguel Ángel Muñoz-Mohedano, Estación Biológica de Doñana, Dept. of Ecology and Evolution
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- Manuel Jesús Marín-Jiménez, Universidad de Córdoba, Dept. of Informatics and Numeric Analysis
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- Eduardo Santamaría-García, Estación Biológica de Doñana, Dept. of Ecology and Evolution
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- Giulia Bastianelli, Estación Biológica de Doñana, ICTS-Doñana (Infraestructura Científico-Técnica Singular de Doñana)
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- Irene Mendoza, Estación Biológica de Doñana, Dept. of Ecology and Evolution
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## Citation
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