but the implementation is done in real-time on the Arduino Nano, a typical approach for really any machine learning algorithm deployed on a microcontroller. To capture sample audio commands ...

Consisting of little more than an Arduino Nano and a OLED display ... it can’t hit very high sample rates, and the display isn’t really big enough to convey anything more than the basics.