As reported back in the spring, Miley Cyrus appears on With a Little Help from My Fwends twice. The singer shows up (along with Moby) on "Lucy in the Sky With Diamonds," which Cyrus and frontman Wayne Coyne have already teased, and "Day in the Life," which also features New Fumes.

Other notable artists on the tracklist include Tool's Maynard James Keenan, Tegan and Sara, J. Mascis, Phantogram, My Morning Jacket, Julianna Barwick, Foxygen, Grace Potter, and Dr. Dog, among others.