metadata
task_categories:
- audio-classification
tags:
- audio
size_categories:
- 1K<n<10K
ESC50
Dataset Summary
The ESC-50 dataset is a labeled collection of 2000 environmental audio recordings suitable for benchmarking methods of environmental sound classification. It comprises 2000 5s-clips of 50 different classes across natural, human and domestic sounds, again, drawn from Freesound.org.
Data Instances
An example of 'train' looks as follows.
{
"audio": {
"path": "ESC-50-master/audio/4-143118-B-7.wav",
"array", array([0.05203247, 0.05285645, 0.05441284, ..., 0.0093689 , 0.00753784, 0.00643921],
"sampling_rate", 44100
},
"fold": 4,
"label": 30
}