When I had this problem I too thought is was the valve in the tank. Actually what stopped it was changing the mechanism in my toilet cistern.
In my case the way the toilet filled caused the pipework to vibrate making me think I had a problem with the tank. Weird I know. Worth checking yours.
Paul
December 2014