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Datasets:
ArlingtonCL2
/
Barkopedia_Dog_Act_Env

Tasks:
Audio Classification
Languages:
English
Size:
10K<n<100K
Tags:
biology
dog
License:
Dataset card Files
xet
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The dataset could not be loaded because the splits use different data file formats, which is not supported. Read more about the splits configuration. Click for more details.
Couldn't infer the same data file format for all splits. Got {NamedSplit('train'): ('audiofolder', {}), NamedSplit('validation'): ('csv', {}), NamedSplit('test'): ('audiofolder', {})}
Error code:   FileFormatMismatchBetweenSplitsError

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🐶 Barkopedia Challenge Dataset

🔗 Barkopedia Website

📦 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.zip and split2.zip — each contains a portion of the audio files
      • train_label.csv — 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) — 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)

  • 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.

🚀 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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