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Datasets:
ArlingtonCL2
/
Barkopedia_DOG_BREED_CLASSIFICATION_DATASET

Tasks:
Audio Classification
Modalities:
Audio
Formats:
soundfolder
Languages:
English
Size:
10K - 100K
Tags:
biology
dog
Libraries:
Datasets
License:
Dataset card Data Studio Files
xet
Community
1
Lekhak123 commited on
Commit
140afb2
·
1 Parent(s): 2a8de10

add validation set

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  1. README.md +64 -0
  2. train_labels.csv +1 -1
  3. validation/chihuahua/bark_00634e82-a30c-412d-80b1-2decf6f1e5b1.wav +3 -0
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README.md CHANGED
@@ -1,3 +1,67 @@
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  ---
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  license: mit
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  license: mit
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+ task_categories:
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+ - audio-classification
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+ language:
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+ - en
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+ tags:
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+ - biology
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+ - dog
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+ pretty_name: BpAE
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+ size_categories:
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+ - 10K<n<100K
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  ---
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+
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+ ## 📦 Dataset Description
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+
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+ This dataset is part of the **Barkopedia Challenge**
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+ 🔗 [https://uta-acl2.github.io/barkopedia.html](https://uta-acl2.github.io/barkopedia.html)
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+
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+ Check Training Data here:👉 [ArlingtonCL2/Barkopedia_DOG_BREED_CLASSIFICATION_DATASET](https://huggingface.co/datasets/ArlingtonCL2/Barkopedia_DOG_BREED_CLASSIFICATION_DATASET)
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+
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+ This dataset contains **29,347 audio clips** of dog barks labeled by **dog breed**.
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+ The audio samples come from **156 individual dogs** across **5 dog breeds**:
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+
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+ - **shiba inu**
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+ - **husky**
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+ - **chihuahua**
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+ - **german shepherd**
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+ - **pitbull**
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+
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+ ---
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+
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+ ### 📊 Per-Breed Summary
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+
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+ | Breed | Train | Public Test | Private Test | Test (Total) | Total | Total % |
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+ |------------------|-------|-------------|--------------|--------------|--------|---------|
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+ | chihuahua | 4,427 | 154 | 231 | 385 | 4,812 | 16.40% |
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+ | german shepherd | 3,514 | 219 | 329 | 548 | 4,062 | 13.84% |
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+ | husky | 8,769 | 110 | 166 | 276 | 9,045 | 30.82% |
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+ | pitbull | 2,075 | 304 | 457 | 761 | 2,836 | 9.66% |
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+ | shiba inu | 8,110 | 192 | 290 | 482 | 8,592 | 29.28% |
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+ | **Total** | **26,895** | **980** | **1,472** | **2,452** | **29,347** | **100%** |
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+
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+ ---
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+
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+ ### 🐾 Labels
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+
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+ Each audio clip is labeled with the **dog breed** it belongs to.
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+
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+ The labels were **manually verified** by us.
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+
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+ The `train_labels.csv` includes:
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+
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+ - `audio_id`: Filename of the audio clip (e.g., `bark_24248.wav`)
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+ - `breed`: Dog breed (e.g., `shiba inu`, `pitbull`)
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+
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+ ---
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+
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+ ### 🧪 Evaluation Setup
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+
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+ - **Training set**: **26,895 audio clips**
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+ - **Test set**: **2,452 audio clips**
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+ - Includes:
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+ - **980 clips (~40%)** for **public leaderboard**
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+ - **1,472 clips (~60%)** for **private leaderboard**
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+
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+ ---
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+ audio_id,c
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