Randy Newman stopped by Late Night With Jimmy Fallon last night to play the somber piano ballad "Losing You," from his 2008 studio LP Harps and Angels. Newman re-recorded the track this year for Songbook Vol. 2, which features stripped down arrangements of songs from throughout his long career. Earlier this year Newman won his second Academy Award for "We Belong Together" from Toy Story 3, and he wraps up an American tour May 29th in Phoenix, Arizona.