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🐶 Barkopedia Challenge Dataset
📦 Dataset Description
This challenge provides a labeled dataset of dog bark audio clips for understanding activity and environment from sound.
📁 Current Release
Training Set
- Located in the
train/folder - Includes:
split1.zipandsplit2.zip— each contains a portion of the audio filestrain_label.csv— 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) — used for live leaderboard updates
- 60% private (1,872) — used for final evaluation
🔖 Labels
Each clip is annotated with one activity and one environment category.
🎯 Activity Categories (act_category)
restalerting to soundsseeking attentionplaying with humanplaying with other animalsplaying with toybegging for foodtaking shower
🌍 Environment Categories (env_category)
indoor (general)near windownear dooron grassnear other animalsvehicle interior
Labels were initially generated using video-assisted inference via a visual-language model (Janus-Pro-7B), and later manually verified to ensure quality.
🚀 Submission & Leaderboard
All competition data, result submission, and the live leaderboard are hosted on Hugging Face.
If you don’t have a Hugging Face account yet, please register here.
📌 Stay tuned for the test set release in June and leaderboard launch!
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