|
--- |
|
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 |
|
} |
|
``` |
