 The song was recorded and popularized by Cab Calloway who had a #18 hit in 1932.Bing Crosby recorded the song on January 26, 1933 with the Dorsey Brothers and their Orchestra.The song was one of the first recorded by Frank Sinatra when he transferred to Capitol Records in 1953.