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Adblock works for desktop browser. But I watch youtube on mobile or android media player in app mostly.

Would you be willing to use a mitm proxy as part of a VPN service to accomplish that?

There are ad-blockers for Android, they don't even require root on 4.x.

There are also WiFi routers that filter all traffic.