Project link: https://research.google.com/audioset/

AudioSet is a large-scale audio events dataset from Google with 632 audio event classes and a collection of over 2.1 million manually annotated sound clips. Audio classes span from human and animal sounds to musical instruments and common, everyday environmental sounds. Using this dataset, you can create a system to recognize audio events for audio understanding, security applications, and much more.