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πŸ“¦ Dataset Description

This dataset is part of the Barkopedia Challenge πŸ”— https://uta-acl2.github.io/barkopedia.html

Check Training Data here:πŸ‘‰ ArlingtonCL2/Barkopedia_DOG_BREED_CLASSIFICATION_DATASET

This dataset contains 29,347 audio clips of dog barks labeled by dog breed. The audio samples come from 156 individual dogs across 5 dog breeds:

  • shiba inu
  • husky
  • chihuahua
  • german shepherd
  • pitbull

πŸ“Š Per-Breed Summary

Breed Train Public Test Private Test Test (Total) Total Total %
chihuahua 4,427 154 231 385 4,812 16.40%
german shepherd 3,514 219 329 548 4,062 13.84%
husky 8,769 110 166 276 9,045 30.82%
pitbull 2,075 304 457 761 2,836 9.66%
shiba inu 8,110 192 290 482 8,592 29.28%
Total 26,895 980 1,472 2,452 29,347 100%

🐾 Labels

Each audio clip is labeled with the dog breed it belongs to.

The labels were manually verified by us.

The train_labels.csv includes:

  • audio_id: Filename of the audio clip (e.g., bark_24248.wav)
  • breed: Dog breed (e.g., shiba inu, pitbull)

πŸ§ͺ Evaluation Setup

  • Training set: 26,895 audio clips
  • Test set: 2,452 audio clips
    • Includes:
      • 980 clips (~40%) for public leaderboard
      • 1,472 clips (~60%) for private leaderboard

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