I had the same problem. I opened up multiple stories from Hacker News and had to click through each of the tabs find out where the music was coming from. Perhaps you could use some sort of javascript mouse event to detect actual user interaction with the opened tab before you start playing the music loop, and yes please make it clearer in your UI on how I can make it stop.

Overall, pretty cool concept/app.