Covers:

1927:

Ruth Etting

1927:

Jack Hylton

1927:

Whispering Jack Smith

1927:

Paul Whiteman

1927:

Franklyn Baur [met Jesse Crawford op Wurlitzer-orgel; eerste opname (Victor)]

1928:

Al Jolson, Betty Bronson & Josephine Dunn [in film The Singing Fool]

1949:

Frank Sinatra

1949:

Dinah Shore

1952:

Eddie Condon

1955:

Doris Day

1957:

Nat King Cole

1958:

Johnnie Ray

1959:

Patti Page

1959:

Four Freshmen

1961:

Connie Francis

1963:

Judy Garland & Barbra Streisand [in medley]

1994:

Shirley Bassey

1995:

Judy Garland & Liza Minnelli [in medley]