In 1928, Adele Astaire, who introduced the song on stage the previous year, recorded one of the earliest versions with Bernard Clifton.

[2] Other vocal versions include those of Bing Crosby (recorded in 1954[3] for use on his radio show and subsequently included in the box set The Bing Crosby CBS Radio Recordings (1954-56) issued by Mosaic Records (catalog MD7-245) in 2009[4]), Sun Ra, Brian Wilson, Anita O'Day, Gene Kelly, Ella Fitzgerald (for her album Ella Fitzgerald Sings the George and Ira Gershwin Song Book), Michael Feinstein (for his album Pure Gershwin), Joe Williams, John Pizzarelli, Sarah Vaughan, Karrin Allyson, Diana Krall for her album The Look of Love and as a duet with Tony Bennett on their collaborative album Love Is Here to Stay, João Gilberto, Shirley Bassey, Harry Connick Jr. and Engelbert Humperdinck.

There have also been many instrumental recordings, for example, by Dave Grusin, Ray Conniff, Lee Konitz and Lennie Tristano, Sonny Stitt, and Lionel Hampton with Oscar Peterson.

It also appears in the 2015 original Broadway cast recording of An American in Paris featuring Brandon Uranowitz, Robert Fairchild, and Max von Essen.

Fox) and Marty Brodie (Jane Adams) play a piano duet version of the song.