DBD-research-group/beans_esc50

---
dataset_info:
features:
- name: 'Unnamed: 0'
dtype: int64
- name: path
dtype: audio
- name: label
dtype: int64
- name: fold
dtype: int64
splits:
- name: train
num_bytes: 529286612.8
num_examples: 1200
- name: valid
num_bytes: 176428850.0
num_examples: 400
- name: test
num_bytes: 176428850.0
num_examples: 400
- name: train_low
num_bytes: 176428850.0
num_examples: 400
download_size: 926457942
dataset_size: 1058573162.8
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: valid
path: data/valid-*
- split: test
path: data/test-*
- split: train_low
path: data/train_low-*
---
# Dataset Card for "beans_esc50"

## Dataset Description

**Paper:** https://doi.org/10.1145/2733373.2806390

## Dataset Summary

This dataset contains environmental audio recordings including animal, nature, human (non-speech), interior/domestic, and exterior/urban sounds with splits and preprocessing like described in BEANS. It is used for **classification** tasks and is an **auxiliary** dataset in BEANS.

## Data Splits

| train | train_low | valid | test |
|------|-----| ------ | ------ |
| 1200 | 400 | 400 | 400 |