Datasets:
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README.md
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- **Paper:** [GADME](https://arxiv.org/abs/2403.10380)
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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 (multi-label and multi-class) 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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We have a complementary code base: https://github.com/DBD-research-group/BirdSet
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and a complementary paper (work in progress): https://arxiv.org/abs/2403.10380
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<img src="https://cdn-lfs-us-1.huggingface.co/repos/fe/8d/fe8de3d178e4d9cfa0387e544fefb2f60bf66011d59ae8e681b1dda806255e65/234268791b307bbf6826910bcb4bee14d7c7f00dac50e7c4987c83d4e71cd1e8?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27birdsetsymbol.png%3B+filename%3D%22birdsetsymbol.png%22%3B&response-content-type=image%2Fpng&Expires=1717067770&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxNzA2Nzc3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zL2ZlLzhkL2ZlOGRlM2QxNzhlNGQ5Y2ZhMDM4N2U1NDRmZWZiMmY2MGJmNjYwMTFkNTlhZThlNjgxYjFkZGE4MDYyNTVlNjUvMjM0MjY4NzkxYjMwN2JiZjY4MjY5MTBiY2I0YmVlMTRkN2M3ZjAwZGFjNTBlN2M0OTg3YzgzZDRlNzFjZDFlOD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=GJISIMQ0fnSyWss%7EkAd58D3n2XZNadQtgkRu1Xj1CaXGOT7PoQdGbbEaD-Kpmlee3bkdpyMBQHHHv-djAQoAGE7rHGNuylmYkqhu1k36nOoZquTgZb5d41EuNzvRfAQ9ys4Y3sTHWJ6fT7IBuhHIE5GckBVmq4HF9EazOU-zgHp1yMNI3PWVK6725TLqJPsZO1gEbjOauBPgcOLAfAbKDMkLq%7EVzxbwP4akzBmbS4cyZsh0jWO%7EnkrLefSADh0RaUt4N9Vin%7EidtltUJVQ7kGeFpnmw4VKZ7mRreh39WS%7E0JY4610cCP4BurEoP-o3regdypjIX8CO5K1eQwgEcYig__&Key-Pair-Id=KCD77M1F0VK2B" alt="Sample Image" width="100px"/>
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| | train | test | test_5s | size (GB) | #classes |
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- **Paper:** [GADME](https://arxiv.org/abs/2403.10380)
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- **Point of Contact:** [Lukas Rauch](mailto:lukas.rauch@uni-kassel.de)
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<img src="https://cdn-lfs-us-1.huggingface.co/repos/fe/8d/fe8de3d178e4d9cfa0387e544fefb2f60bf66011d59ae8e681b1dda806255e65/fb3b2e993cae77ca2ee4ccf35e33a4b3c0100edab9aa21e711fc9469b9d7d825?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27birdset_social.png%3B+filename%3D%22birdset_social.png%22%3B&response-content-type=image%2Fpng&Expires=1717077481&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTcxNzA3NzQ4MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmh1Z2dpbmdmYWNlLmNvL3JlcG9zL2ZlLzhkL2ZlOGRlM2QxNzhlNGQ5Y2ZhMDM4N2U1NDRmZWZiMmY2MGJmNjYwMTFkNTlhZThlNjgxYjFkZGE4MDYyNTVlNjUvZmIzYjJlOTkzY2FlNzdjYTJlZTRjY2YzNWUzM2E0YjNjMDEwMGVkYWI5YWEyMWU3MTFmYzk0NjliOWQ3ZDgyNT9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSomcmVzcG9uc2UtY29udGVudC10eXBlPSoifV19&Signature=DFyej85gdZLAFfVci4CzDXrl80tqgPm5vi6KflMu5tfSSnQFHmL6WAybKO1HUUMbu9DTB5uGVE%7EWxq29ekusrsCoGOjX5xo-YjztywpQ5H2vC7YPfPiuS5xVnjoftouLL--8FPAbtR2Htrm23VgJDooicqWdcR-BUUvLtrkRSQyr3f4H26UsggC177RrmbE4bwz0zAcFuWEi-0sc1QBTJjH-1QPO8HIkTqbqXcHRtcEpSvE06e6k2v99liI-D6BEmfPpq%7E4oEkuhKfsGwhltHllm3eUssKipn5AxsNbPXqsAoc2Uf78j6DeZ6iWx-Z4b3gFgFGGRYt-B1Oa4zUcArQ__&Key-Pair-Id=KCD77M1F0VK2B" alt="symbol" width="150px"/>
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### Datasets
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We present the BirdSet benchmark that covers a comprehensive range of (multi-label and multi-class) 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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We have a complementary code base: https://github.com/DBD-research-group/BirdSet
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and a complementary paper (work in progress): https://arxiv.org/abs/2403.10380
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| | train | test | test_5s | size (GB) | #classes |
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