| # | Title | Artist | Length |
|---|
| 1 | The Skeleton in the Closet | Louis Armstrong with Jimmy Dorsey & His Orchestra | 3:08 |
| 2 | When Ruben Swings the Cuban | Louis Armstrong with Jimmy Dorsey & His Orchestra | 2:37 |
| 3 | Hurdy Gurdy Man | Louis Armstrong with Jimmy Dorsey & His Orchestra | 2:59 |
| 4 | Dipper Mouth Blues | Louis Armstrong with Jimmy Dorsey & His Orchestra | 2:44 |
| 5 | Swing That Music | Louis Armstrong with Jimmy Dorsey & His Orchestra | 2:50 |
| 6 | Pennies From Heaven Medley: Let’s Call a Heart a Heart / So Do I / Skeleton in the Closet | Louis Armstrong and Frances Langford and Bing Crosby | 4:25 |
| 7 | Pennies From Heaven- recorded in:
- Los Angeles, California, United States (on 1936-08-17)
- double bass:
- Slim Taft (on 1936-08-17)
- drums (drum set):
- Ray McKinley (on 1936-08-17)
- guitar:
- Roc Hillman (on 1936-08-17)
- reeds:
- Jimmy Dorsey (on 1936-08-17), Skeets Herfurt (on 1936-08-17), Fud Livingston (on 1936-08-17) and Jack Stacey (on 1936-08-17)
- trombone:
- Bobby Byrne (on 1936-08-17), Don Matteson (on 1936-08-17) and Joe Yukl (on 1936-08-17)
- trumpet:
- Louis Armstrong (on 1936-08-17), Tutti Camarata (on 1936-08-17) and George Thow (on 1936-08-17)
- vocals:
- Louis Armstrong (on 1936-08-17), Bing Crosby (on 1936-08-17) and Frances Langford (on 1936-08-17)
- orchestra:
- Jimmy Dorsey and His Orchestra (on 1936-08-17)
- recording of:
- Pennies From Heaven (on 1936-08-17)
- lyricist:
- Johnny Burke (in 1936)
- composer:
- Arthur Johnston (in 1936)
- publisher:
- Anne-Rachel Music Corp., Campbell Connelly & Co., Campbell Connelly & Co. Ltd., Chappell Music and Joy Music Inc.
- part of:
- The 9th Academy Award for Best Original Song (number: 2)
| Louis Armstrong and Frances Langford and Bing Crosby | 4:20 |
| 8 | To You, Sweetheart, Aloha | Louis Armstrong with The Polynesians | 2:58 |
| 9 | On a Cocoanut Island | Louis Armstrong with The Polynesians | 3:10 |
| 10 | On a Little Bamboo Bridge | Louis Armstrong with Andy Iona and His Islanders | 3:15 |
| 11 | Hawaiian Hospitality | Louis Armstrong with Andy Iona and His Islanders | 3:08 |
| 12 | Carry Me Back to Old Virginny | Louis Armstrong and The Mills Brothers | 2:59 |
| 13 | Darling Nelly Gray | Louis Armstrong and The Mills Brothers | 2:45 |
| 14 | In the Shade of the Old Apple Tree | Louis Armstrong and The Mills Brothers | 2:20 |
| 15 | The Old Folks at Home (Swanee River) | Louis Armstrong and The Mills Brothers | 2:24 |
| 16 | Public Melody Number One | Louis Armstrong & His Orchestra | 3:10 |
| 17 | Yours and Mine | Louis Armstrong & His Orchestra | 2:43 |
| 18 | Red Cap | Louis Armstrong & His Orchestra | 3:10 |
| 19 | She’s the Daughter of a Planter From Havana | Louis Armstrong & His Orchestra | 3:19 |
| 20 | Alexander’s Ragtime Band | Louis Armstrong & His Orchestra | 2:36 |
| 21 | Cuban Pete | Louis Armstrong & His Orchestra | 3:08 |
| 22 | I’ve Got a Heart Full of Rhythm | Louis Armstrong & His Orchestra | 3:11 |
| 23 | Sun Showers | Louis Armstrong & His Orchestra | 2:41 |
| 24 | Once in a While | Louis Armstrong & His Orchestra | 3:10 |