[davitb]

Disclosure: I'm the author of the blog post.

Not really. What works inside noise canceling headphones is a very different technology, called Active Noise Cancellation (ANC). You don't necessarily need Machine Learning to solve the problem.

The technology described in the blog post is for suppressing the noise which goes from your surrounding environment to the other participants of the call (and vice versa).