The biggest hit version was recorded by the Les Brown orchestra with vocalist Doris Day. This recording was released by Columbia Records as catalog number 36884. It first reached the Billboard Best Seller chart on February 14, 1946 and lasted 9 weeks on the chart, peaking at #5.
- Doris Day with Les Brown and his orchestra (1946)
- Perry Como with The Satisfiers (1946)
- Ella Fitzgerald and Louis Armstrong (1946)
- Nat King Cole
- Dean Martin
- Louis Prima
- Whitburn, Joel (1973). Top Pop Records 1940-1955. Menomonee Falls, Wisconsin: Record Research.