Bill Murray sings “Happy Street”

Bill Murray is back to put a smile on your face. This time he’s doing it by chirping out a catchy tune with old pal Paul Shaffer.

“When he’s not busy having dinner with David Letterman,” writes Ryan Bort in Newsweek, “former Late Show band leader Paul Shaffer is making new music of his own. The late-night icon on March 17 is releasing an album called Paul Shaffer & The World’s Most Dangerous Band that’s filled with guest appearances from some of Shaffer’s favorite musicians, and also Bill Murray.

Bort continues: “Rhino, the label behind the album, on Wednesday released an animated video for “Happy Street” that features Murray singing lead vocals. “When life is feeling sweet / It has a certain beat / Everything’s groovy when / You’re walking down happy street,” the song begins. The video feature a number of nods to Murray’s career, referencing films such as The Life Aquatic With Steve Zissou, Scrooged and Stripes.”

“When things ain’t cool / Here’s my real simple rule / Why not just change / Your point of view,” the actor sings.

SATURDAY NIGHT LIVE 40TH ANNIVERSARY SPECIAL — Pictured: (l-r) Paul Shaffer, Bill Murray during the Marty and Beyonce skit on February 15, 2015 — (Photo by: Theo Wargo/NBC/NBCU Photo Bank via Getty Images)