How do you take audio in a song or video and just leave the background music?

I have Anxiety Attacks and I watched this video on how to avoid panic
attacks, i like the video but the music in the background is calming.
http://www.youtube.com/watch?v=m71ubhdqsN4 how can I get just the
background music?