Detecting Bats by Recognizing Their Sound with TensorFlow

medium.com

I couldn't possibly improve on this description. Amazing.

Last week I discovered that there are bats behind my apartment. I immediately grabbed my “bat detector”: a device that converts the ultrasound signals bats use to echolocate from an inaudible frequency range to an audible one. The name “bat detector” thus is a lie: you can use it to detect bats, but it does not detect bats itself. In this tutorial I will show you how to build a real bat detector using TensorFlow.

Emphasis mine. 

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