It would be awesome to be friends with Bill Murray. So awesome, in fact, that if you were to release a new album, Murray would sing a song with you.

This is precisely what he did for his friend Paul Shaffer (former musical director at Late Night With David Letterman), who is releasing a new self-titled album courtesy of his band Paul Shaffer and The World’s Most Dangerous Band.

The album drops March 17. In the meantime, watch this music video to add a little sunshine to your day.