Hi Sharon on your dvd remote there should be an audio button. With my I just hit the button 1 time for normal, 2 times for no music and 3 times for louder.
Thanks for the tip. I just tried the audio button, and strangely, it doesn't do anything. But I did find another button called "on screen" that does the trick.