• Mildred Grizelle (released by Gennett Records in 1928 under the New Electrobeam (Black Label) catalog number 6646, with the flip side "Low Down" by Virginia Lee •
Sam Lanin, with vocals provided by
Irving Kaufman (May 1928) •
Johnny Hamp's Kentucky Serenaders (vocal by H. White; recorded May 17, 1928, released by Victor as catalog number 21414A, with the flip side "
Sweet Lorraine" and by Supertone as catalog number 1005P, both with the flip side "I Must Have That Man" • Hollywood Dance Orchestra (recorded August 7, 1928, released by
Challenge as catalog number 536, also released by Banner as catalog number 7193; also released under the name Jewel Dance Orchestra by
Jewel as catalog number, all with the flip side "Raggedy Maggie") •
Lee Sims (recorded November 1928, released by Brunswick as catalog number 4152A, with the flip side "
Sonny Boy") •
Abe Lyman and his Californians (recorded November 26, 1928, released by Brunswick as catalog number 4136, with the flip side "Baby" •
Ukulele Ike (
Cliff Edwards) in New York, Dec. 7, 1928—Columbia 1471-D Columbia 5068 •
Louis Armstrong (recorded March 5, 1929, released by Columbia with the flip side "Black and Blue" and with the flip side "
Mood Indigo");) •
Ethel Waters with
Duke Ellington (recorded December 22, 1932, released by Brunswick as catalog number 6517, with the flip side "Doin' the New Lowdown", and by Vocalion as catalog number 03264, both with the flip side "Never No More Blues") •
Benny Goodman and his Orchestra (recorded September 6, 1937, released by Victor as catalog number 25678, with the flip side "Sugar Foot Stomp") •
Cootie Williams Rug Cutters (recorded October 26, 1937, released by Vocalion as catalog number 3890, with the flip side "Watching" and by Vocalion as catalog number 5496, both with the flip side "
Oh, Lady Be Good") •
King Cole Quintet (recorded in 1942, released by
Disc as catalog number 2011, with the flip side "Pro-Sky") •
Ted Straeter and his Orchestra (recorded March 24, 1942, released by Decca as catalog number 18308B, with the flip side "
What Is This Thing Called Love?") •
Glenn Miller and the Army Air Forces Training Command Orchestra recorded the song in 1944 with
Peanuts Hucko on vocals, released as
V-Disc No. 482A in August 1945 •
Jonah Jones Septet (recorded September 4, 1946, released by
Prestige as an extended-play disc, catalog number PR-7604 and by Swing Records in France as catalog number 228, with the flip side "That's the Lick") •
Rose Murphy (recorded December 1947, released by Mercury as catalog number 8111, with the flip side "Cecelia").
Frankie Valli & the Four Seasons later did a version of the song, inspired by Rose's, for their debut album
Sherry & 11 Others in 1962. •
Ben Pollack's Pickarib Boys (recorded February 28, 1950, released by
Discovery as catalog number 131) •
Louis Jordan (recorded March 1, 1951, released by Decca as catalog number 27620 with the flip side "You Will Always Have a Friend") •
Lester Young (recorded November 28, 1952, released by Norgran in 1954 on
Lester Young with the Oscar Peterson Trio) •
Doris Day (1953 – not released as a single but recorded for a radio program; eventually released in the album
Doris Day Sings 22 Original Recordings by
Hindsight in 1987) •
Oscar Peterson (recorded May 21, 1953, released by Mercury as catalog number 89062, with the flip side "Spring Is Here", also released by Mercury subsidiary Clef under the same catalog number) •
Bing Crosby included the song in his album
Some Fine Old Chestnuts (1954) •
Ella Fitzgerald (1957) recorded live on the
Verve release ''
Ella at Zardi's'' •
Dean Martin (recorded January 28, 1957, released by Capitol as catalog number 3718 [78 rpm] and F-3718 [45 rpm], with the flip side "I Never Had a Chance" •
Buddy Morrow (released by
RCA Victor as catalog number 20–3947, with the flip side "Our Song of Love") •
Peggy Lee and
Dave Barbour (released by Capitol as catalog numbers 511 and 10118, both with the flip side "Why Don't You Do Right?") ==Tony Bennett and Lady Gaga version==