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πΆ Barkopedia Challenge Dataset
π¦ Dataset Description
This challenge provides a labeled dataset of dog bark audio clips for understanding activity and environment from sound.
π Current Release
Training Set
- Located in the
train/
folder - Includes:
split1.zip
andsplit2.zip
β each contains a portion of the audio filestrain_label.csv
β contains labels for all training clips
- Total: 12,480 training audio clips
- Located in the
Test Set
- To be released in June
- Will contain 3,120 audio clips
- 40% public (1,248) β used for live leaderboard updates
- 60% private (1,872) β used for final evaluation
π Labels
Each clip is annotated with one activity and one environment category.
π― Activity Categories (act_category
)
rest
alerting to sounds
seeking attention
playing with human
playing with other animals
playing with toy
begging for food
taking shower
π Environment Categories (env_category
)
indoor (general)
near window
near door
on grass
near other animals
vehicle interior
Labels were initially generated using video-assisted inference via a visual-language model (Janus-Pro-7B), and later manually verified to ensure quality.
π Submission & Leaderboard
All competition data, result submission, and the live leaderboard are hosted on Hugging Face.
If you donβt have a Hugging Face account yet, please register here.
π Stay tuned for the test set release in June and leaderboard launch!
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