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ESC-50 is a labeled collection of 2,000 environmental audio recordings. It contains 50 distinct sound classes, each with 40 examples, created by K. J. Piczak. The dataset was published for the 23rd ACM Multimedia Conference in 2015.
Available under a Creative Commons Attribution Non-Commercial license, restricting commercial use.