The Chrome team is currently experimenting with a setting to mute/unmute a website directly from the Page Info bubble.
This will give you more control about which website is allowed to throw sound at you automatically.

Give it a try today in latest Chrome Canary 🐥 by running it with the --enable-features=SoundContentSetting switch.

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