It is easy if you use a Chrome browser:
http://the21stcenturyprincipal.blogspot.com/2013/12/how-to-stop-those-unwanted-auto-audio.html
Other browsers have similar methods. You can probably find specific instructions for your browser on Google or Bing.
Why on earth do you advocate using NSA’s favorite browser?