Beginning with an action verb is already a better start. Another possible way to reword could be, "Listen to tracks your favorite musicians love."

Side note: what's up with the background moving along with mouse cursor? It was a little distracting at first, but I'm guessing the purpose is to make the site feel like you're browsing through a record store?

Yes.