BirdSet: A Multi-Task Benchmark for Classification in Avian Bioacoustics
Paper • 2403.10380 • Published • 4
filepath stringlengths 35 35 | audio dict | ebird_code_multilabel listlengths 0 3 | sex stringclasses 0
values | start_time float64 0 0 | end_time float64 1.01 5 |
|---|---|---|---|---|---|
HSN_001_20150708_061805_000_005.ogg | {"waveform":[-0.0006062964093871415,-0.0005165527109056711,-0.0005548198823817074,-0.000622023595497(...TRUNCATED) | [
0
] | null | 0 | 5 |
HSN_001_20150708_061805_005_010.ogg | {"waveform":[0.0022726552560925484,0.0022238721139729023,0.00215312372893095,0.002421500626951456,0.(...TRUNCATED) | [
0
] | null | 0 | 5 |
HSN_001_20150708_061805_010_015.ogg | {"waveform":[0.003174309153109789,0.00312051922082901,0.002977341180667281,0.0033075339160859585,0.0(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_015_020.ogg | {"waveform":[-0.0008843022515065968,-0.0008967708563432097,-0.0008066308218985796,-0.000923876767046(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_020_025.ogg | {"waveform":[0.003006516955792904,0.0029186189640313387,0.0032611878123134375,0.003147297538816929,0(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_025_030.ogg | {"waveform":[-0.001123413210734725,-0.0007726537878625095,-0.0009303591214120388,-0.0009878262644633(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_030_035.ogg | {"waveform":[0.002861450891941786,0.003009165870025754,0.0028670327737927437,0.002988833701238036,0.(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_035_040.ogg | {"waveform":[0.0011704693315550685,0.001229971880093217,0.0007279242854565382,0.0007974770851433277,(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_040_045.ogg | {"waveform":[0.0006608900730498135,0.0008686382789164782,0.0009912240784615278,0.0007979864603839815(...TRUNCATED) | [] | null | 0 | 5 |
HSN_001_20150708_061805_045_050.ogg | {"waveform":[-0.0004420304612722248,-0.0005923273856751621,-0.0004277113766875118,-0.000337946228682(...TRUNCATED) | [] | null | 0 | 5 |
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MSEB BirdSet test sets
The ten BirdSet 5-second test sets (HSN, NBP, NES, PER, POW, SNE, SSW, UHH, XCL, XCM) in the parquet layout that
MSEB (commit 42595cf) reads, plus its class_lists.json and
config_to_class_list.json. They are built from
DBD-research-group/BirdSet (revision
806ed2cda4ddcbe6efa194ccafff930aa0e557ce) and contain no other data.
CLIP_benchmark downloads this repository when you run --dataset mseb, so MSEB's BirdSet tasks do not need the
BirdSet build step.
License and credit
All audio and labels come from BirdSet and keep its license, CC BY-NC 4.0. Please cite BirdSet:
@misc{rauch2024birdset,
title={BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics},
author={Lukas Rauch and Raphael Schwinger and Moritz Wirth and René Heinrich and Denis Huseljic and Marek Herde and Jonas Lange and Stefan Kahl and Bernhard Sick and Sven Tomforde and Christoph Scholz},
year={2024},
eprint={2403.10380},
archivePrefix={arXiv},
}
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