I listen to one particular song that I've found very mellow and repetitive (the album cut of DJ Shadow - What Does Your Soul Look Like [Part 4]). It helps remove outside noise and get me in the zone quicker.

I just stick it on repeat. It segues in and out to itself nicely too.

I was thinking about getting some other ambient music, but it can be hard to set up a good playlist.