Yes. Frank Sinatra has 822 songs listed in a dataset used to train AI music models.

Used for training 822

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Jeepers Creepers, Can't We Be Friends?, You’re Sensational

Listed under the artist name 822 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Jeepers Creepers

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Jeepers Creepers (Songs for Young Lovers - Swing Easy (2 Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video -OfQ7OGZLfA · row -OfQ7OGZLfA

LAION-DISCO-12M

Can't We Be Friends?

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Can't We Be Friends? (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 0IK8CcIIvdw · row 0IK8CcIIvdw

LAION-DISCO-12M

You’re Sensational

Listed as Frank sinatra, Nelson Riddle and His Orchestra – You’re Sensational (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video 1g0Uf3UI4OM · row 1g0Uf3UI4OM

LAION-DISCO-12M

I See Your Face Before Me

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I See Your Face Before Me (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 1x_8tcU72Ag · row 1x_8tcU72Ag

LAION-DISCO-12M

This Love of Mine

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – This Love of Mine (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 2rYI5aSObeU · row 2rYI5aSObeU

LAION-DISCO-12M

Fools Rush In

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Fools Rush In (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video 3L4qwN5tgRo · row 3L4qwN5tgRo

LAION-DISCO-12M

Where Or When (Previously Unreleased)

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Where Or When (Previously Unreleased) (Sings For Only The Lonely (Hd Remastered Edition, Doxy Collection)) · Watch on YouTube

youtube_video 46J3rUz2-hk · row 46J3rUz2-hk

LAION-DISCO-12M

Angel Eyes

Listed as Frank Sinatra, Nelson Riddle Orchestra – Angel Eyes (Two Classic Albums : Come Fly with Me / Only the Lonely) · Watch on YouTube

youtube_video 5LNkQxpa5Mw · row 5LNkQxpa5Mw

LAION-DISCO-12M

Swingin Down the Lane

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Swingin Down the Lane (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video 6MZbIQXyKPQ · row 6MZbIQXyKPQ

LAION-DISCO-12M

Time After Time

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Time After Time (Close to You (Original Album Plus Bonus)) · Watch on YouTube

youtube_video 6POiYuu3nyE · row 6POiYuu3nyE

LAION-DISCO-12M

Young at Heart

Listed as Frank Sinatra, Nelson Riddle – Young at Heart (I Gotta Feeling, Vol. 1) · Watch on YouTube

youtube_video 80TSNnnussU · row 80TSNnnussU

LAION-DISCO-12M

From Here To Eternity (De Aquí A La Eternidad)

Listed as Frank Sinatra, Orchesta By Nelson Riddle – From Here To Eternity (De Aquí A La Eternidad) (Vintage Vocal Jazz / Swing Nº15 - EPs Collectors "Young At Heart" "Corazón Joven") · Watch on YouTube

youtube_video 8eaGRxbMuxo · row 8eaGRxbMuxo

LAION-DISCO-12M

Deep In a Dream

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Deep In a Dream (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video BThxrbYPmPQ · row BThxrbYPmPQ

LAION-DISCO-12M

Nice Work If You Can Get It

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Nice Work If You Can Get It (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video C9KFvN4Bywk · row C9KFvN4Bywk

LAION-DISCO-12M

You're The Top

Listed as Ethel Merman, Frank Sinatra – You're The Top (I Got The Sun In The Morning) · Watch on YouTube

youtube_video ImsV4b9XvaM · row ImsV4b9XvaM

LAION-DISCO-12M

Close to You

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Close to You (Close to You (Original Album Plus Bonus)) · Watch on YouTube

youtube_video Io-zN9J2rqU · row Io-zN9J2rqU

LAION-DISCO-12M

I Wish I Were In Love Again

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I Wish I Were In Love Again (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video MhbzOFUcozc · row MhbzOFUcozc

LAION-DISCO-12M

French Foreign Legion

Listed as Frank Sinatra, The Nelson Riddle Orchestra – French Foreign Legion (Mr. Success) · Watch on YouTube

youtube_video OT665uVXIZQ · row OT665uVXIZQ

LAION-DISCO-12M

Old Devil Moon

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Old Devil Moon (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video PmXtZRF4pR4 · row PmXtZRF4pR4

LAION-DISCO-12M

How Deep Is the Ocean?

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – How Deep Is the Ocean? (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video Q23qVTb0WhE · row Q23qVTb0WhE

LAION-DISCO-12M

Someone to Watch Over Me

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Someone to Watch Over Me (Frank Sinatra Sings Gershwin) · Watch on YouTube

youtube_video Rul3tRZzpX8 · row Rul3tRZzpX8

LAION-DISCO-12M

At Long Last Love

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – At Long Last Love (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video T5nD2LnEWrE · row T5nD2LnEWrE

LAION-DISCO-12M

Get Happy

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Get Happy (Songs for Young Lovers - Swing Easy (2 Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video TzD2mq7NGsg · row TzD2mq7NGsg

LAION-DISCO-12M

What Is This Thing Called Love

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – What Is This Thing Called Love (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video Vz-idYowJ4U · row Vz-idYowJ4U

LAION-DISCO-12M

Come dance with me

Listed as Sammy Cahn, Frank Sinatra – Come dance with me (Simply ... Blue Eyes! (The 2020 Remasters)) · Watch on YouTube

youtube_video YYh14LcQ2vU · row YYh14LcQ2vU

LAION-DISCO-12M

Medley (From "The Gay Divorcee")

Listed as Frank Sinatra, Gloria De Haven & Chorous, Gloria De Haven, Chorous – Medley (From "The Gay Divorcee") (Classic Movie Hits 2, Vol. 7) · Watch on YouTube

youtube_video Yz-ErcYg4-0 · row Yz-ErcYg4-0

LAION-DISCO-12M

Only The Lonely

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Only The Lonely (Sings For Only The Lonely (Hd Remastered Edition, Doxy Collection)) · Watch on YouTube

youtube_video Z3N8AfbWrrk · row Z3N8AfbWrrk

LAION-DISCO-12M

If I Had You

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – If I Had You (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video _KfKbpBFWu0 · row _KfKbpBFWu0

LAION-DISCO-12M

Glad to Be Unhappy

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Glad to Be Unhappy (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video b18gWuDxtYU · row b18gWuDxtYU

LAION-DISCO-12M

A Foggy Day

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – A Foggy Day (Frank Sinatra Sings Gershwin) · Watch on YouTube

youtube_video bZk4iLcl7TE · row bZk4iLcl7TE

LAION-DISCO-12M

(How Little It Matters) How Little We Know

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – (How Little It Matters) How Little We Know (Come Dance With Me (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video eBEHScr6wrA · row eBEHScr6wrA

LAION-DISCO-12M

Mood Indigo

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Mood Indigo (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video eKSyN0a0-mo · row eKSyN0a0-mo

LAION-DISCO-12M

That Old Feeling

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – That Old Feeling (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video fgZxxdoGoDA · row fgZxxdoGoDA

LAION-DISCO-12M

You're Getting to Be a Habit

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – You're Getting to Be a Habit (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video g2mKal0dXsc · row g2mKal0dXsc

LAION-DISCO-12M

My One And Only Love (Mi ünico Amor)

Listed as Frank Sinatra, Orchesta By Nelson Riddle – My One And Only Love (Mi ünico Amor) (Vintage Vocal Jazz / Swing Nº16 - EPs Collectors "Three Coins In The Fountain") · Watch on YouTube

youtube_video h4Vz3sd46yc · row h4Vz3sd46yc

LAION-DISCO-12M

What Is This Thing Called Love?

Listed as Frank sinatra, Nelson Riddle and His Orchestra – What Is This Thing Called Love? (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video hWm7eGS4F-4 · row hWm7eGS4F-4

LAION-DISCO-12M

I've Got a Crush On You

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – I've Got a Crush On You (Nice 'n' Easy (Original Album With Bonus Tracks)) · Watch on YouTube

youtube_video hXyFzfuAZpo · row hXyFzfuAZpo

LAION-DISCO-12M

Wrap Your Troubles In Dreams

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Wrap Your Troubles In Dreams (Songs for Young Lovers - Swing Easy (2 Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video mziUwRW5MrA · row mziUwRW5MrA

LAION-DISCO-12M

The Christmas Waltz

Listed as Frank Sinatra, Sammy Cahn, Jule Styne – The Christmas Waltz (Family Christmas - The Best Songs for a Cosy Christmas Time) · Watch on YouTube

youtube_video nqxWNKeflDU · row nqxWNKeflDU

LAION-DISCO-12M

I'm Gonna Sit Right Sown And

Listed as Frank Sinatra, Orchesta By Nelson Riddle – I'm Gonna Sit Right Sown And (Vintage Music No. 58 - LP: Frank Sinatra) · Watch on YouTube

youtube_video ooC3bjOdZ38 · row ooC3bjOdZ38

LAION-DISCO-12M

Saturday Night (Is the Loneliest Night In the Week)

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Saturday Night (Is the Loneliest Night In the Week) (Close to You (The Columbia Years Vol. 1)) · Watch on YouTube

youtube_video q5DvsXAiipY · row q5DvsXAiipY

LAION-DISCO-12M

We Kiss In A Shadow

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – We Kiss In A Shadow (20th Century Legends - Frank Sinatra) · Watch on YouTube

youtube_video sYsXAj6yHQY · row sYsXAj6yHQY

LAION-DISCO-12M

Makin' Whoopee

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Makin' Whoopee (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video so7GZU2Fmtc · row so7GZU2Fmtc

LAION-DISCO-12M

Why Try to Change Me Now?

Listed as Frank Sinatra, Nelson Riddle & His Orchestra – Why Try to Change Me Now? (Frank Sinatra, Vol. 30) · Watch on YouTube

youtube_video t4Mojc6CBtg · row t4Mojc6CBtg

LAION-DISCO-12M

You'd Be So Nice to Come Home to

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – You'd Be So Nice to Come Home to (A Swingin' Affair (Original Album)) · Watch on YouTube

youtube_video vp0Xm2Nok7U · row vp0Xm2Nok7U

LAION-DISCO-12M

If You Are But a Dream

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – If You Are But a Dream (Close to You (The Columbia Years Vol. 1)) · Watch on YouTube

youtube_video wuVj1jkJEF8 · row wuVj1jkJEF8

LAION-DISCO-12M

We'll Be Together Again

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – We'll Be Together Again (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video xnMZLFXK-PM · row xnMZLFXK-PM

LAION-DISCO-12M

Dancing On the Ceiling

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – Dancing On the Ceiling (In the Wee Small Hours (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video xr3Gn4qxSDk · row xr3Gn4qxSDk

LAION-DISCO-12M

You Brought a New Kind of Love to Me

Listed as Frank Sinatra, Nelson Riddle and His Orchestra – You Brought a New Kind of Love to Me (Songs for Swingin' Lovers (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video z8LTsEZvhA4 · row z8LTsEZvhA4

LAION-DISCO-12M

Here's That Rainy Day

Listed as Frank Sinatra, Nelson Riddle & His Orchestra – Here's That Rainy Day (Frank Sinatra, Vol. 30) · Watch on YouTube

youtube_video zPBcnrAww0A · row zPBcnrAww0A

LAION-DISCO-12M

What this means

Last reviewed 2026-09-24.

Presence in a public research dataset shows that a clip of your recording was listed by academic or industry researchers as material for building or testing audio models. It does not by itself show which commercial products, if any, used the clip. The legal picture is moving. On 31 July 2026 the Regional Court of Munich I ruled in GEMA's case against Suno (case 42 O 763/25) that reproducing works for training, holding them in a model in retrievable form, and generating similar outputs can each infringe copyright under German and EU law; the judgment is not final and can be appealed. In the United States, Warner Music Group settled its claims against Suno on 25 November 2025 with a licensing deal, while the parallel claims by Universal and Sony were still pending at that point. Since then BMG (12 August 2026) and Believe/TuneCore (8 September 2026) have signed opt-in licensing deals with Suno.

What you can do

3 routes. None is a guarantee.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.