{ "id": 308453, "title": "Useful External Datasets", "url": "/competitions/birdclef-2022/discussion/308453", "author_name": "", "post_date": "2022-02-18T17:43:59.044192900Z", "votes": 21, "comment_count": 1, "views": 0, "content": "

Hi everyone,

\n

Here I will share external related datasets for the task of birdcall identification. I will update this thread in the coming days.

\n\n

Many of these datasets are created based on data from \"xeno-canto\" website, which is dedicated to sharing bird sounds from all over the world: https://www.xeno-canto.org/

\n

Please let me know of any missing datasets๐Ÿ™Œ.
\nAlso, be supportive of the datasets and this thread.๐Ÿ‘

\n

๐Ÿ’š๐ŸŽถ Best of luck

", "messages": [ { "id": "1696259", "postDate": "02/18/2022 17:43:59", "content": "

Hi everyone,

\n

Here I will share external related datasets for the task of birdcall identification. I will update this thread in the coming days.

\n\n

Many of these datasets are created based on data from \"xeno-canto\" website, which is dedicated to sharing bird sounds from all over the world: https://www.xeno-canto.org/

\n

Please let me know of any missing datasets๐Ÿ™Œ.
\nAlso, be supportive of the datasets and this thread.๐Ÿ‘

\n

๐Ÿ’š๐ŸŽถ Best of luck

", "rawMarkdown": "Hi everyone,\n\nHere I will share external related datasets for the task of birdcall identification. I will update this thread in the coming days.\n\n- 16GB extended Xeno-Canto Bird Recordings Dataset:\nhttps://www.kaggle.com/imoore/xenocanto-bird-recordings-dataset\n\n- 2021 competition:\nhttps://www.kaggle.com/c/birdclef-2021/\n\n- 2020 BirdCLEF Validation Audio and Ground Truth:\nhttps://www.kaggle.com/imoore/birdclef2020-validation-audio-and-ground-truth\n\n- Extended dataset of previous Cornell Birdcall Identification\nhttps://www.kaggle.com/c/birdsong-recognition/discussion/159970\n\n- 2020 \"Cornell Birdcall Identification\" competition:\nhttps://www.kaggle.com/c/birdsong-recognition/data\n\n- 2020 LifeCLEF Bird challenge:\nhttps://www.aicrowd.com/challenges/lifeclef-2020-bird-monophone\n\n- 2013 bird classification competitions:\nhttps://www.kaggle.com/c/mlsp-2013-birds/data\nhttps://www.kaggle.com/c/multilabel-bird-species-classification-nips2013/data\n\n- 17h videos of bird vocalization, bird call, and bird song from Google Research:\nhttps://research.google.com/audioset/dataset/bird_vocalization_bird_call_bird_song.html\n\n- 130000 animal sound archive:\nhttps://www.gbif.org/dataset/b7ec1bf8-819b-11e2-bad2-00145eb45e9a\n\nMany of these datasets are created based on data from \"xeno-canto\" website, which is dedicated to sharing bird sounds from all over the world: https://www.xeno-canto.org/\n\nPlease let me know of any missing datasets๐Ÿ™Œ. \nAlso, be supportive of the datasets and this thread.๐Ÿ‘\n\n๐Ÿ’š๐ŸŽถ Best of luck", "votes": null }, { "id": "1697266", "postDate": "02/19/2022 13:50:16", "content": "

train_short_audio - The bulk of the training data consists of short recordings of individual bird calls generously uploaded by users of xenocanto.org. These files have been downsampled to 32 kHz where applicable to match the test set audio and converted to the ogg format. The training data should have nearly all relevant files; we expect there is no benefit to looking for more on xenocanto.org.

", "rawMarkdown": "**train_short_audio** - The bulk of the training data consists of short recordings of individual bird calls generously uploaded by users of xenocanto.org. These files have been downsampled to 32 kHz where applicable to match the test set audio and converted to the ogg format. **The training data should have nearly all relevant files; we expect there is no benefit to looking for more on xenocanto.org**.", "votes": null } ], "comments": [ { "id": 1697266, "author_name": "seshurajup", "author_url": "", "post_date": "02/19/2022 13:50:16", "content": "

train_short_audio - The bulk of the training data consists of short recordings of individual bird calls generously uploaded by users of xenocanto.org. These files have been downsampled to 32 kHz where applicable to match the test set audio and converted to the ogg format. The training data should have nearly all relevant files; we expect there is no benefit to looking for more on xenocanto.org.

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1696259": "Hi everyone,\n\nHere I will share external related datasets for the task of birdcall identification. I will update this thread in the coming days.\n\n- 16GB extended Xeno-Canto Bird Recordings Dataset:\nhttps://www.kaggle.com/imoore/xenocanto-bird-recordings-dataset\n\n- 2021 competition:\nhttps://www.kaggle.com/c/birdclef-2021/\n\n- 2020 BirdCLEF Validation Audio and Ground Truth:\nhttps://www.kaggle.com/imoore/birdclef2020-validation-audio-and-ground-truth\n\n- Extended dataset of previous Cornell Birdcall Identification\nhttps://www.kaggle.com/c/birdsong-recognition/discussion/159970\n\n- 2020 \"Cornell Birdcall Identification\" competition:\nhttps://www.kaggle.com/c/birdsong-recognition/data\n\n- 2020 LifeCLEF Bird challenge:\nhttps://www.aicrowd.com/challenges/lifeclef-2020-bird-monophone\n\n- 2013 bird classification competitions:\nhttps://www.kaggle.com/c/mlsp-2013-birds/data\nhttps://www.kaggle.com/c/multilabel-bird-species-classification-nips2013/data\n\n- 17h videos of bird vocalization, bird call, and bird song from Google Research:\nhttps://research.google.com/audioset/dataset/bird_vocalization_bird_call_bird_song.html\n\n- 130000 animal sound archive:\nhttps://www.gbif.org/dataset/b7ec1bf8-819b-11e2-bad2-00145eb45e9a\n\nMany of these datasets are created based on data from \"xeno-canto\" website, which is dedicated to sharing bird sounds from all over the world: https://www.xeno-canto.org/\n\nPlease let me know of any missing datasets๐Ÿ™Œ. \nAlso, be supportive of the datasets and this thread.๐Ÿ‘\n\n๐Ÿ’š๐ŸŽถ Best of luck", "1697266": "**train_short_audio** - The bulk of the training data consists of short recordings of individual bird calls generously uploaded by users of xenocanto.org. These files have been downsampled to 32 kHz where applicable to match the test set audio and converted to the ogg format. **The training data should have nearly all relevant files; we expect there is no benefit to looking for more on xenocanto.org**." }, "source": "meta" }