videos in AudioSet
A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.
Including A look inside Malone Hall, Johns Hopkins Cricket Research Could Lead to a New Generation of Robots, Bat head and ear movement for sonar vocalization and echo-location