Real-time audio classification using TF – need some code examples

Hello.

I am starting to learn Tensorflow in Python/Jupyter, and I thought I’d create a small ML project for fun that can perform certain actions based on sound events in the room. I’m looking for source code examples in python for real-time sound classification. Most examples I found on google will perform audio classification on existing wav files stored on the hard disk, but I am actually looking for something that can do live audio classification from a microphone. Preferably with minimal latency.

I’d like to see source code for something like this: https://www.youtube.com/watch?v=f6ypnGXMado

Thanks in advance.