Link to the source code:
https://github.com/facebookresearch/denoiser
You can try it really easily if your CPU >= 2GHz and you have a loopback audio interface. On Mac OS X you can use Soundflower, I welcome advice for alternatives on Windows and Linux (I think Pulseaudio or Jack can do this).