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Parsing the ESC50 audio dataset with TensorFlow

From raw audio to TFRecord files to a readily-usable dataset

TensorFlow’s TFRecord format is handy. However, for the first few times, it’s inconvenient to handle. While many datasets come readily from TensorFlow Datasets, some must be parsed manually. The ESC-50 dataset, short for Environmental Sound Classification, is one of them.

Photo by Dan-Cristian Pădureț on Unsplash

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