| # | Title | Rating | Length |
|---|
| 1 | Everybody Loves Somebody | | 3:10 |
| 2 | Imagination | | 3:14 |
| 3 | I’m Yours | | 3:15 |
| 4 | Baby Won’t You Please Come Home | | 2:17 |
| 5 | Dream | | 3:20 |
| 6 | I Wish You Love | | 2:25 |
| 7 | Mean to Me- 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:
- Mean to Me (on 1960-05-10)
- lyricist:
- Roy Turk
- composer:
- Fred Ahlert
- publisher:
- Crawford Music Corp., Cromwell Music, Inc., Fred Ahlert Mus. Corp. and Pencil Mark Music
| | 2:09 |
| 8 | I’ll Buy That Dream | | 3:15 |
| 9 | It’s Easy to Remember | | 3:17 |
| 10 | Let Me Love You Tonight | | 2:23 |
| 11 | I’m Confessin’ (That I Love You) | | 3:15 |
| 12 | All I Do Is Dream of You | | 2:45 |
| 13 | My Meloncholy Baby | | 2:45 |
| 14 | Dream a Little Dream of Me | | 3:16 |
| 15 | Arrivederci Roma | | 2:42 |