ESC-50: Dataset for Environmental Sound Classification

Datarows: 2,000 audio files

The ESC-50 dataset is a labeled collection of 2000 environmental audio recordings suitable for benchmarking methods of environmental sound classification.

The dataset consists of 5-second-long recordings organized into 50 semantical classes (with 40 examples per class) loosely arranged into 5 major categories:


Natural soundscapes & water sounds

Human, non-speech sounds

Interior/domestic sounds

Exterior/urban noises