| # | Title | Rating | Length |
|---|
| 1 | Come Fly with Me- producer:
- Voyle Gilmore
- cello:
- Elizabeth Greenschpoon, Armand Kaproff, Edgar Lustgarten and Eleanor Slatkin
- double bass:
- Joe Mondragon
- drums (drum set):
- Alvin Stoller
- guitar:
- Al Hendrickson
- harp:
- Verlye Mills
- percussion:
- Frank Flynn
- piano:
- Bill Miller
- trombone:
- Joe Howard , Ed Kusby, Murray McEachern and Si Zentner
- trumpet:
- Conrad Gozzo, Manny Klein, Vito N. Mangano and Shorty Sherock
- tuba:
- Joe Washburne
- viola:
- Alvin Dinkin, Alexander Neiman , Paul Robyn and Dave Sterkin
- violin:
- Harold Dicterow, David Frisina, Jacques Gasselin, Ben Gill, Dan Lube, Alex Murray , Paul Nero , Lou Raderman, Mischa Russell , Paul Shure, Felix Slatkin and Marshall Sosson
- woodwind:
- Buddy Collette, Fred Falensby, Jules Jacob , Harry Klee and Wilbur Schwartz
- vocals:
- Frank Sinatra (on 1957-10-08)
- orchestra:
- The Billy May Orchestra (on 1957-10-08)
- conductor:
- Billy May (on 1957-10-08)
- arranger:
- Billy May
- recorded at:
- Capitol Studios, Studio A in Hollywood, Los Angeles, California, United States (on 1957-10-08)
- recording of:
- Come Fly With Me (on 1957-10-08)
- lyricist:
- Sammy Cahn (in 1957)
- composer:
- Jimmy Van Heusen (in 1957)
- publisher:
- Cahn Music Company, Maraville Music Corp., PW Arrangements, The International Music Network, Universal Music Corp. , Van Heusen Music Corp. and WB Music Corp. (until 2019-05-28)
- sub-publisher:
- Sony Music Publishing (Japan) Inc. , Warner Chappell Music Ltd. and フジパシフィックミュージック
| 4.5 | 3:19 |
| 2 | Just One of Those Things | | 3:17 |
| 3 | I Won't Dance | | 3:23 |
| 4 | Just in Time | | 2:24 |
| 5 | I Thought About You | | 2:31 |
| 6 | Young at Heart | | 2:52 |
| 7 | They Can't Take That Away from Me- producer:
- Voyle Gilmore
- cello:
- Eleanor Slatkin
- double bass:
- Joe Comfort
- drums (drum set):
- Alvin Stoller
- guitar:
- Al Hendrickson and Allan Reuss
- harp:
- Kathryn Julye
- saxophone and woodwind:
- Mahlon Clark and Skeets Herfurt
- viola:
- Paul Robyn
- violin:
- Paul Shure and Felix Slatkin
- vocals:
- Frank Sinatra (on 1953-11-05)
- orchestra:
- The Nelson Riddle Orchestra (on 1953-11-05)
- conductor:
- Nelson Riddle (on 1953-11-05)
- arranger:
- George Siravo
- recorded at:
- KHJ Studios in Hollywood, Los Angeles, California, United States (on 1953-11-05)
- recording of:
- They Can’t Take That Away From Me (on 1953-11-05)
- lyricist:
- Ira Gershwin (in 1937)
- composer:
- George Gershwin (in 1937)
- publisher:
- Chappell & Co., Inc. , Chappell Music , Chappell Music Ltd., Ira Gershwin Music, Warner/Chappell Music Holland BV, Warner/Chappell North America Limited , WB Music Corp. (until 2019-05-28) and Gershwin Publishing Corp (in 1937)
- part of:
- The 10th Academy Award for Best Original Song (number: 2) and Academy Award for Best Original Song (number: 1937 nominee)
- included in:
- An American in Paris
- part of:
- Crazy for You
- part of:
- Shall We Dance
| 3.5 | 2:00 |
| 8 | Baubles, Bangles and Beads | | 2:46 |
| 9 | I Don't Stand a Ghost of a Chance with You | | 3:17 |
| 10 | With Every Breath I Take | | 3:39 |
| 11 | I Could Write a Book | | 2:44 |
| 12 | Saturday Night | | 1:55 |
| 13 | Stars Fell on Alabama | | 2:38 |
| 14 | The One I Love | | 3:04 |
| 15 | Nevertheless | | 3:09 |
| 16 | I Guess I'll Have to Dream the Rest | | 2:43 |
| 17 | Only the Lonely | | 4:08 |
| 18 | I Couldn't Sleep a Wink Last Night | | 3:26 |
| 19 | You're Getting to Be a Habit with Me | | 2:20 |
| 20 | Where Do You Go? | | 2:35 |
| 21 | P.s. I Love You | | 4:22 |
| 22 | It Happened in Monterey | | 2:38 |
| 23 | You Brought a New Kind of Love to Me | | 2:50 |
| 24 | It's Easy to Remember | | 3:35 |
| 25 | The End of a Love Affair | | 4:11 |
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