Datasets:
Tasks:
Audio Classification
Modalities:
Audio
Formats:
soundfolder
Languages:
English
Size:
10K - 100K
License:
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π¦ Dataset Description
This dataset is part of the Barkopedia Challenge π https://uta-acl2.github.io/barkopedia.html
Check Training Data here:π 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
π 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% |
πΎ 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
)
π§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
- Includes:
- Downloads last month
- 1,320