Covers:

1930:

Red Nichols & His Five Pennies

1941:

Jimmy Dorsey [zang: Helen O'Connell]

1943:

Judy Garland [in film Girl Crazy]

1943:

King Cole Trio

1944:

Billie Holiday

1945:

Frank Sinatra

1946:

Dinah Washington

1947:

Charlie Parker

1950:

Ramblers

1951:

Gene Kelly [in film An American In Paris]

1952:

Jane Froman [dubbend voor Susan Hayward in film With A Song In My Heart]

1957:

Chet Baker

1959:

Ella Fitzgerald

1960:

Ornette Coleman

1982:

Tania Maria

1989:

Maureen McGovern

1994:

Oleta Adams

1998:

Herbie Hancock

1998:

Duncan Sheik [op Red Hot + Rhapsody]

2000:

Judy Collins

2004:

Jane Monheit

2004:

Manhattan Transfer

2004:

Rod Stewart

2010:

José James & Jef Neve

2016:

Willie Nelson [met Sheryl Crow]

2016:

Stacey Kent

2024:

Headhunters [na Herbie Hancock wilden zij niet achterblijven]