| 1 | That Certain Party | ♡ | 3:05 | Walter Donaldson / Gus Kahn | Dean Martin / Jerry Lewis / Mario Ruiz Armengol Orchestra |
| 2 | Powder Your Face With Sunshine (Smile! Smile! Smile!) | ♡ | 2:34 | Carmen Lombardo / Stanley Rochinski | Dean Martin / Dean Martin & Paul Weston And Orchestra |
| 3 | I’ll Always Love You (Day After Day) | ♡ | 2:35 | Ray Evans / Jay Livingston | Dean Martin / Dean Martin & Paul Weston And Orchestra |
| 4 | If | ♡ | 2:48 | Harry Tilsley / Tolchard Evans / Robert Hargreaves / Stanley J. Damerell | Dean Martin / Dean Martin & Louis Busch And Orchestra |
| 5 | You Belong to Me | ♡ | 3:04 | Redd Stewart / Chilton Price / Pee Wee King | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 6 | Love Me, Love Me | ♡ | 2:35 | Bill Walker | |
| 7 | That’s Amore | ♡ | 3:22 | Jack Brooks / Harry Warren | |
| 8 | I’d Cry Like a Baby | ♡ | 2:36 | Howard Steiner / Sammy Gallop | |
| 9 | Sway (Quien Sera) | ♡ | 2:49 | Norman Gimbel / Pablo Beltrán Ruiz | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 10 | Money Burns a Hole in My Pocket | ♡ | 3:02 | Jule Styne / Bob Hilliard | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 11 | Memories Are Made of This | ♡ | 2:18 | Richard Dehr / Terry Gilkyson / Frank Miller | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 12 | Innamorata (Sweetheart) | ♡ | 2:26 | Jack Brooks / Harry Warren | |
| 13 | Standing on the Corner | ♡ | 2:49 | Frank Loesser | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 14 | Watching the World Go By | ♡ | 2:12 | John “Jay” Senn / Sunny Skylar / Jean Senn | Dean Martin / Dean Martin & Dick Stablie And Orchestra |
| 15 | Return To Me (Ritorna-Me) | ♡ | 2:26 | Carmen Lombardo / Daniel DiMinno | Dean Martin / Dean Martin & Gus Levene Orchestra |
| 16 | Angel Baby | ♡ | 2:47 | John Michael / Charly Niessen | Dean Martin / Dean Martin & Gus Levene Orchestra |
| 17 | Volare (Nel Blu Dipinto di Blu) | ♡ | 3:01 | Franco Migliacci / Domenico Modugno | |
| 18 | On an Evening in Roma (Sott’er Celo de Roma) | ♡ | 2:45 | Alessandro Taccani / Umberto Bertini / Nan Frederics | Dean Martin / Gus Orchestra Levene |
| 19 | Love Me, My Love | ♡ | 2:52 | Phil Medley / Vic Abrams | Dean Martin / Dean Martin & Gus Levene Orchestra |
| 20 | Ain’t That a Kick in the Head | ♡ | 2:31 | Sammy Cahn / Jimmy Van Heusen | Dean Martin / Nelson Riddle |
