How to Disable AUT PLAY?

When I am tagging files, how can I disable my desktop audio player from playing the actual song? It is annoying that whenever I click to edit a title, etc that my player opens up and plays the file and then it will not let me save it because the file is being used

thanks

see e.g. this thread: