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🐢 Barkopedia Challenge Dataset

πŸ”— Barkopedia Website

πŸ“¦ Dataset Description

This challenge provides a labeled dataset of dog bark audio clips for understanding activity and environment from sound.

πŸ“ Current Release

  • Training Set

    • Located in the train/ folder
    • Includes:
      • split1.zip and split2.zip β€” each contains a portion of the audio files
      • train_label.csv β€” contains labels for all training clips
    • Total: 12,480 training audio clips
  • 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

πŸ”– Labels

Each clip is annotated with one activity and one environment category.

🎯 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

🌍 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.

πŸš€ 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.


πŸ“Œ Stay tuned for the test set release in June and leaderboard launch!


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