This song was first produced with different lyrics as "Lookin' For Another Sweetie" by Chris Smith and Sterling Grant, recorded by Thomas "Fats" Waller & His Babies in 1929. In 1930, it was reborn as "Confessin'" with new lyrics by Al Neiburg, and the music this time credited to Doc Daugherty and Ellis Reynolds.