christopher/birdclef-2025

This is the training data for the BirdCLEF+ 2025 Kaggle competition on species identification from audio, focused on birds, amphibians, mammals and insects from the Middle Magdalena Valley of Colombia.

Each row of the data looks like this:

{'primary_label': '22333',
 'secondary_labels': [''],
 'type': [''],
 'recording': {'path': 'birdclef-2025/train_audio/22333/iNat292304.ogg',
  'array': array([-1.12978450e-05, -3.37839606e-06,  6.47766774e-06, ...,
         -1.43572334e-02, -1.35095259e-02, -8.81067850e-03]),
  'sampling_rate': 32000},
 'collection': 'iNat',
 'rating': 0.0,
 'url': 'https://static.inaturalist.org/sounds/292304.wav',
 'latitude': 10.4803,
 'longitude': -66.7944,
 'scientific_name': 'Eleutherodactylus johnstonei',
 'common_name': 'Lesser Antillean whistling frog',
 'author': 'Rafael Gianni-Zurita',
 'license': 'cc-by-nc 4.0',
 'inat_taxon_id': 22333,
 'class_name': 'Amphibia'}