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README.md
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- **Paper:** [GADME](https://arxiv.org/)
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- **Point of Contact:** [Lukas Rauch](mailto:lukas.rauch@uni-kassel.de)
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### Dataset Summary
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We present the GADME benchmark that covers a comprehensive range of avian monitoring datasets.
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We offer a static set of evaluation datasets and a varied collection of training datasets, enabling the application of diverse methodologies
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### Datasets
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##### Train
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- Exclusively using focal audio data from Xeno-Canto (XC) with quality ratings A, B, C and excluding all recordings that are CC-ND.
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Numbers need to be updated
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| | train | test | test_5s | size (GB) | #classes |
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|----------------------------|--------:|-----------:|--------:|-----------:|-------------:|
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| HSN (high_sierras) | 5,460 | 10,296 | 12,000 | 5.92 | 21 |
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| NBP (nips) | 24,327 | 5,493 | 563 | 29.9 | 51 |
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| NES (columbia_costa_rica) | 16,117 | 6,952 | 24,480 | 14.2 | 89 |
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| PER (amazon_basin) | 16,802 | 14,798 | 15,120 | 10.5 | 132 |
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| POW (powdermill_nature) | 14,911 | 16,052 | 4,560 | 15.7 | 48 |
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| SNE (sierra_nevada) | 19,390 | 20,147 | 23,756 | 20.8 | 56 |
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| SSW (sapsucker_woods) | 28,403 | 50,760 | 205,200| 35.2 | 81 |
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| UHH (hawaiian_islands) | 3,626 | 59,583 | 36,637 | 4.92 | 25 tr, 27 te |
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| XCM (xenocanto) | 89,798 | x | x | 89.3 | 409 |
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| XCL (xenocanto) | 528,434| x | x | 484 | 9,734 |
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#### FEATURES
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- **Paper:** [GADME](https://arxiv.org/)
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- **Point of Contact:** [Lukas Rauch](mailto:lukas.rauch@uni-kassel.de)
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### Datasets
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We present the BirdSet benchmark that covers a comprehensive range of classification datasets in avian bioacoustics.
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We offer a static set of evaluation datasets and a varied collection of training datasets, enabling the application of diverse methodologies.
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| | train | test | test_5s | size (GB) | #classes |
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|------------------------------------------------------------------|--------:|-----------:|--------:|-----------:|-------------:|
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| [PER](https://zenodo.org/records/7079124) (Amazon Basin) | 16,802 | 14,798 | 15,120 | 10.5 | 132 |
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| [NES](https://zenodo.org/records/7525349) (Colombia Costa Rica) | 16,117 | 6,952 | 24,480 | 14.2 | 89 |
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| [UHH](https://zenodo.org/records/7078499) (Hawaiian Islands) | 3,626 | 59,583 | 36,637 | 4.92 | 25 tr, 27 te |
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| [HSN](https://zenodo.org/records/7525805) (high_sierras) | 5,460 | 10,296 | 12,000 | 5.92 | 21 |
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| [NBP](https://github.com/fbravosanchez/NIPS4Bplus) (NIPS4BPlus) | 24,327 | 5,493 | 563 | 29.9 | 51 |
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| [POW](https://zenodo.org/records/4656848) (Powdermill Nature) | 14,911 | 16,052 | 4,560 | 15.7 | 48 |
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| [SSW](https://zenodo.org/records/7018484) (Sapsucker Woods) | 28,403 | 50,760 | 205,200| 35.2 | 81 |
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| [SNE](https://zenodo.org/records/7050014) (Sierra Nevada) | 19,390 | 20,147 | 23,756 | 20.8 | 56 |
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| [XCM](https://xeno-canto.org/) (Xenocanto Subset M) | 89,798 | x | x | 89.3 | 409 |
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| [XCL](https://xeno-canto.org/) (Xenocanto Subset Complete) | 528,434| x | x | 484 | 9,734 |
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##### Train
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- Exclusively using focal audio data from Xeno-Canto (XC) with quality ratings A, B, C and excluding all recordings that are CC-ND.
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Numbers need to be updated
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#### FEATURES
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