As Mickey Considine in musical Jumbo, with the Paul Whiteman Orch. See also: My Romance.
Nina Simone [on her debut album Jazz as Played in an Exclusive Side Street Club (Bethlehem), later retitled Little Girl Blue after this song]
Doris Day [in film Jumbo]
Laura Mvula [in film 12 Years A Slave]