| # | Title | Rating | Length |
|---|
| 1 | That’s Amore (That’s Love) | 4.35 | 3:08 |
| 2 | I’ve Got My Love to Keep Me Warm | 4 | 2:43 |
| 3 | Pretty as a Picture | | 2:31 |
| 4 | In Napoli | | 2:54 |
| 5 | Kiss | 5 | 2:23 |
| 6 | June in January | | 2:47 |
| 7 | Hit the Road to Dreamland | | 2:50 |
| 8 | Young and Foolish | | 2:46 |
| 9 | Return to Me (Rittorna a me) | 4.5 | 2:43 |
| 10 | Imagination | | 3:16 |
| 11 | Let Me Go Lover | 5 | 3:03 |
| 12 | There’s My Lover | | 3:00 |
| 13 | Come Back to Sorrento | | 3:14 |
| 14 | I Have but One Heart (O Marenariello) | | 3:02 |
| 15 | You’re Nobody ’til Somebody Loves You- producer:
- Lee Gillette
- bass:
- Joe Comfort (on 1960-05-10)
- cello:
- Jacques Gasselin (on 1960-05-10), Edgar Lustgarten (on 1960-05-10) and Eleanor Slatkin (on 1960-05-10)
- drums (drum set):
- Alvin Stoller (on 1960-05-10)
- guitar:
- Al Hendrickson (on 1960-05-10)
- piano:
- Bill Miller (on 1960-05-10)
- saxophone:
- Buddy Collette (on 1960-05-10), Plas Johnson (on 1960-05-10), Harry Klee (on 1960-05-10), Joe Koch (on 1960-05-10) and Wilbur Schwartz (on 1960-05-10)
- trombone:
- Russell Brown (on 1960-05-10), Dick Noel (on 1960-05-10), Tom Pederson (on 1960-05-10) and Thomas Shepard (on 1960-05-10)
- trumpet:
- Pete Candoli (on 1960-05-10), Conrad Gozzo (on 1960-05-10), Carroll Lewis (on 1960-05-10) and Shorty Sherock (on 1960-05-10)
- viola:
- Alvin Dinkin (on 1960-05-10) and Paul Robyn (on 1960-05-10)
- violin:
- Victor Bay (on 1960-05-10), Alex Beller (on 1960-05-10), Dan Lube (on 1960-05-10), Felix Slatkin (on 1960-05-10), Marshall Sosson (on 1960-05-10) and Gerald Vinci (on 1960-05-10)
- vocals:
- Dean Martin (on 1960-05-10)
- orchestra:
- Nelson Riddle and His Orchestra (on 1960-05-10)
- conductor:
- Nelson Riddle (on 1960-05-10)
- recorded at:
- Capitol Studios in Hollywood, Los Angeles, California, United States (on 1960-05-10)
- cover recording of:
- You’re Nobody Till Somebody Loves You (on 1960-05-10)
- writer:
- James Cavanaugh, Russ Morgan and Larry Stock
- publisher:
- Capitol Records , Shapiro, Bernstein & Co., Inc. and Southern Music Publishing Co., Inc.
- part of:
- The Real Book
| 4.35 | 2:14 |
| 16 | Love Me, My Love | | 2:51 |
| 17 | Dream a Little Dream of Me | | 3:15 |
| 18 | Goodnight Sweetheart | | 3:08 |
| 19 | Write Me From Naples | | 2:47 |
| 20 | How Do You Speak to an Angel | | 3:06 |