The British vocal sensation Florence Welch and her six-person backing band, The Machine, gave a rousing musical performance on the Late Show With David Letterman Wednesday night. The group played its latest single, “No Light, No Light,” from sophomore album Ceremonials, which was released late last year.

Watch the video below.