Any TV ad / TV commercial mute automations out there?

Has anyone made a TV ad/TV commercial mute automation?
Many channels use the same intro and outro jingle. So I imagine an audio interface and some kind of signal analysis (not sure about the proper terminology here). My use case is for streaming channels on Android TV, but this approach could be source independent in principle at least.

I could find only two kind of related posts:

I’ve not had luck with distinguishing Firestick YT commercials yet. Chromecast works great.

It would be neat if Frigate recognized the [skip commercial] button or [Ad’s end in 3, 2, 1].

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I did not know about Frigate and Google Coral. It looks very interesting, and not only for this use case. Thanks!