Datasets:
Tasks:
Audio Classification
Modalities:
Audio
Formats:
soundfolder
Languages:
English
Size:
10K - 100K
License:
File size: 1,955 Bytes
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---
license: mit
task_categories:
- audio-classification
language:
- en
tags:
- biology
- dog
- age
pretty_name: Barkopedia_DOG_AGE_GROUP_CLASSIFICATION
size_categories: 10K<n<100K
---
# Dataset
Check Training Data here: [ArlingtonCL2/Barkopedia_DOG_AGE_GROUP_CLASSIFICATION_DATASET](https://huggingface.co/datasets/ArlingtonCL2/Barkopedia_T1.Barkopedia_DOG_AGE_GROUP_CLASSIFICATION_DATASET/)
**Dataset Description**
This dataset is for Dog Age Group Classification and contains dog bark audio clips. The data is split into training, public test, and private test sets.
* **Training set**: 17888 audio clips.
* **Test set**: 4920 audio clips, further divided into:
* **Test Public (~40%)**: 1966 audio clips for live leaderboard updates.
* **Test Private (~60%)**: 2954 audio clips for final evaluation.
*You will have access to all 4920 clips in the Dataset, the result of the 1966 public clips will show the evaluation result.*
The dataset has the following characteristics:
* No overlap in users between training and test sets.
* Distribution of breeds and age groups is provided below.
**Breed Distribution:**
| | | **Training set (%)** | **Test set (%)** |
| :---------- | :---------- | :---------- | :---------- |
| Shiba Inu | | 23.70 | 31.63 |
| Labrador | | 21.90 | 20.37 |
| Chihuahua | | 20.01 | 14.72 |
| Husky | | 12.60 | 12.58 |
| German Shepherd | | 12.20 | 2.44 |
| Pitbull | | 8.06 | 18.27 |
| Other | | 1.54 | - |
*Note: The 'Other' category represents a single Austrian Shepherd breed with data spanning most age groups.*
**Age Group Distribution:**
| | | **Training set (%)** | **Test set (%)** |
| :---------- | :---------- | :---------- | :---------- |
| Adolescents | | 23.56 | 16.44 |
| Senior | | 21.57 | 23.01 |
| Adult | | 21.43 | 23.35 |
| Juvenile | | 18.49 | 17.99 |
| Puppy | | 14.95 | 19.21 |
|