If you happen to be using Firefox, setting the config variable:
media.autoplay.enabled
To false, disables auto play media everywhere.
media.autoplay.enabled
To false, disables auto play media everywhere.
edit: I just realized it also affects youtube in an annoying way (have to skip ahead a bit or the video won't play at all). Would be nice if I could whitelist that.