ESC-50 Environmental Sound Classification Dataset

The ESC-50 dataset is a collection of 2,000 annotated environmental sound recordings for research on environmental sound classification. The dataset mainly includes 2,000 5-second recordings, which can be divided into five categories: animals, nature, humans, indoors, and outdoors.