Vocal: Rob May.
Fred Astaire-Anita Ellis-Red Skelton [in film Three Little Words]
Mills Brothers [n°4 US]
Michael Bublé [with the Puppini Sisters]
Same duo also wrote Who's Sorry Now and I Wanna Be Loved By You (see there). Film Three Little Words was a biopic about Kalmar & Ruby.