Not sure if this is my setup, but only when visiting the Puppy Forum in Google Chrome, sometimes Audio Ads start playing, whilst I'm browsing this site.
I've turned off popups & notifications. Doesn't seem to happen with Firefox.
** EDIT: Solved - removing Simple Volume Booster Chrome extension fixed this **