1 of 3 | David Byrne performed "Burning Down the House" on Tuesday's episode of "The Late Show with Stephen Colbert." File Photo by John Angelillo/UPI | License Photo

May 20 (UPI) -- Late Show host Stephen Colbert joined David Byrne on stage during the singer and musician's performance on the talk show Tuesday.

Byrne, a founding member and frontman of the Talking Heads, performed the group's 1983 hit "Burning Down the House" while accompanied by musicians in blue jumpsuits.

Toward the end of the song, Colbert emerged on stage in a matching blue jumpsuit and danced with the group.

Byrne most recently released his ninth solo album, Who is the Sky?, a collaboration with Ghost Train Orchestra, in September. The album features the singles "Everybody Laughs," "She Explains Things to Me," "The Avant Garde" and "What is the Reason for It?"