The most famous recording of Chloe is a parody version by Spike Jones and his City Slickers, featuring a vocal by Red Ingle and recorded for RCA Victor in 1945.
The most well-known vocal version is that by Louis Armstrong, who did not record the piece until 1952; it was also sung on record by Henry "Red" Allen, for ARC in 1936.