Yes. Pat Boone has 178 songs listed in a dataset used to train AI music models.

Used for training 178

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 Don't Forbid Me, Pearly Shells, Love Letters In The Sand

Listed under the artist name 178 songs in LAION-DISCO-12M

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

Don't Forbid Me

Listed as Pat Boone – Don't Forbid Me (The Fabulous 50s - 1957) · Watch on YouTube

youtube_video 0LIOFY0sB0c · row 0LIOFY0sB0c

LAION-DISCO-12M

Pearly Shells

Listed as Pat Boone – Pearly Shells (My 10th Anniversary With Dot Records) · Watch on YouTube

youtube_video 0fTqA29GWzU · row 0fTqA29GWzU

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Love Letters In The Sand

Listed as Pat Boone – Love Letters In The Sand (American Diner - Jukebox Giants Vol 3) · Watch on YouTube

youtube_video 1Tvfn8AUgsM · row 1Tvfn8AUgsM

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Fascination

Listed as Pat Boone – Fascination (Tenderly) · Watch on YouTube

youtube_video 51l8LMmGoZM · row 51l8LMmGoZM

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Friendly Persuasion (Thee I Love)

Listed as Pat Boone – Friendly Persuasion (Thee I Love) (Love Letters In The Sand - 4 Track) · Watch on YouTube

youtube_video 57hWWVPUyZA · row 57hWWVPUyZA

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Anastasia

Listed as Pat Boone – Anastasia (Rock and Roll Party) · Watch on YouTube

youtube_video 5Jlj27EjHQ8 · row 5Jlj27EjHQ8

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White Christmas

Listed as Pat Boone – White Christmas (Christmas Oldies (Sending warmth, hope, and joy your way this Christmas season)) · Watch on YouTube

youtube_video 8D_ejh3uoq8 · row 8D_ejh3uoq8

LAION-DISCO-12M

Begin the Beguine

Listed as Pat Boone – Begin the Beguine (Howdy (Original Album Plus Bonus Tracks 1956)) · Watch on YouTube

youtube_video 9HLmVG-mU4Y · row 9HLmVG-mU4Y

LAION-DISCO-12M

Tie Me Kangaroo Down, Sport

Listed as Pat Boone – Tie Me Kangaroo Down, Sport (Tie Me Kangaroo Down Sport) · Watch on YouTube

youtube_video Acc6S0re-dU · row Acc6S0re-dU

LAION-DISCO-12M

April Love

Listed as Pat Boone – April Love (The Great Pretender) · Watch on YouTube

youtube_video ENJfZvN1ovU · row ENJfZvN1ovU

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Vaya Con Dios

Listed as Pat Boone, Shirley Boone – Vaya Con Dios (Side By Side) · Watch on YouTube

youtube_video FfwM32ZfTQI · row FfwM32ZfTQI

LAION-DISCO-12M

That's My Desire

Listed as Pat Boone – That's My Desire (Great Old Songs, Vol. 2) · Watch on YouTube

youtube_video FmzuyyAdny4 · row FmzuyyAdny4

LAION-DISCO-12M

The Hawaiian Wedding Song

Listed as Pat Boone – The Hawaiian Wedding Song (Hit Wonder: The Best Of, Vol. 562) · Watch on YouTube

youtube_video GLA7oxH97sU · row GLA7oxH97sU

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The Marines Hymn

Listed as Pat Boone – The Marines Hymn (The Star Spangled Banner) · Watch on YouTube

youtube_video I5npTvm6IQk · row I5npTvm6IQk

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We Wish You A Merry Christmas

Listed as Pat Boone – We Wish You A Merry Christmas (A Happy Family Christmas) · Watch on YouTube

youtube_video IGh-VVScQR8 · row IGh-VVScQR8

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The First Noel

Listed as Pat Boone – The First Noel (White Christmas) · Watch on YouTube

youtube_video IZIfh0mxiCM · row IZIfh0mxiCM

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When The Swallows Come Back To Capistrano

Listed as Pat Boone – When The Swallows Come Back To Capistrano (Pat Boone Sings (Expanded Edition)) · Watch on YouTube

youtube_video J3ipEnDB8SQ · row J3ipEnDB8SQ

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The Exodus Song

Listed as Pat Boone – The Exodus Song (The Gold Collection) · Watch on YouTube

youtube_video KVniy5nLixo · row KVniy5nLixo

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Words (Bonus Track)

Listed as Pat Boone – Words (Bonus Track) (Yes Indeed (Original Album Plus Bonus Tracks 1958)) · Watch on YouTube

youtube_video L1SQlNP26gk · row L1SQlNP26gk

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Anniversary Song

Listed as Pat Boone – Anniversary Song (Star Dust (Expanded Edition)) · Watch on YouTube

youtube_video LjRWuDfG_es · row LjRWuDfG_es

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Love Letters in the Sand (Live)

Listed as Pat Boone – Love Letters in the Sand (Live) (Greatest Hits Live) · Watch on YouTube

youtube_video MNNEJdi1S70 · row MNNEJdi1S70

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At My Front Door

Listed as Pat Boone – At My Front Door (Pop Hits Origins, Vol. 1) · Watch on YouTube

youtube_video MrSS9Yyq6Os · row MrSS9Yyq6Os

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My Happiness

Listed as Pat Boone, Shirley Boone – My Happiness (Side By Side) · Watch on YouTube

youtube_video NmTdT-Ax-Gw · row NmTdT-Ax-Gw

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The Exodus Song

Listed as Pat Boone – The Exodus Song (Pat Boone: April Love) · Watch on YouTube

youtube_video R6bSp-P3UOY · row R6bSp-P3UOY

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Why Baby Why

Listed as Pat Boone – Why Baby Why (Old Country Hits, Vol. 1) · Watch on YouTube

youtube_video RsmcxzwE0ZM · row RsmcxzwE0ZM

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Allegheny Moon

Listed as Pat Boone – Allegheny Moon (Sweet & Soft, Vol. 8) · Watch on YouTube

youtube_video SK4IVMMa7aQ · row SK4IVMMa7aQ

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Bernadine

Listed as Pat Boone – Bernadine (At The Movies - 4 Track EP) · Watch on YouTube

youtube_video Sd5yMYu-IAs · row Sd5yMYu-IAs

LAION-DISCO-12M

Why Baby Why

Listed as Pat Boone – Why Baby Why (Drug Stores, Truck Stops & Soda Pops: 75 Slices Of Teen Angst) · Watch on YouTube

youtube_video TLnNzf4itIY · row TLnNzf4itIY

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April Love (Bonus Track)

Listed as Pat Boone – April Love (Bonus Track) (Sings Irving Berlin (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video TNjghy2Bx-g · row TNjghy2Bx-g

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Whispering Hope

Listed as Pat Boone – Whispering Hope (Hymns We Love (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video WeTKYkwYGis · row WeTKYkwYGis

LAION-DISCO-12M

I'll Be Home

Listed as Pat Boone – I'll Be Home (Vintage Rock No. 40 - EP: Tutti - Frutti) · Watch on YouTube

youtube_video Xg-WxWjE3gM · row Xg-WxWjE3gM

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The First Noel

Listed as Pat Boone – The First Noel (Christmas With Pat) · Watch on YouTube

youtube_video YFd4ZzNoHrY · row YFd4ZzNoHrY

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Enter Sandman

Listed as Pat Boone – Enter Sandman (In A Metal Mood: No More Mr. Nice Guy) · Watch on YouTube

youtube_video Zxe2_tHTnts · row Zxe2_tHTnts

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Anastasia

Listed as Pat Boone – Anastasia (Pat's Great Hits (Expanded Edition)) · Watch on YouTube

youtube_video _3DJwiLaAQw · row _3DJwiLaAQw

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It's A Sin To Tell A Lie

Listed as Pat Boone – It's A Sin To Tell A Lie (Moonglow) · Watch on YouTube

youtube_video _Jvf3ogwADA · row _Jvf3ogwADA

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Beyond the Sunset

Listed as Pat Boone – Beyond the Sunset (Hymns We Love (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video _p2wuonJB3Y · row _p2wuonJB3Y

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The First Noel (1959)

Listed as Pat Boone, Lew Douglas – The First Noel (1959) (Enjoy Christmas) · Watch on YouTube

youtube_video aGe9QjJ300E · row aGe9QjJ300E

LAION-DISCO-12M

Love Letters in the Sand

Listed as Pat Boone – Love Letters in the Sand (Fabulous Fifties (50s)) · Watch on YouTube

youtube_video cW_KSajE7gY · row cW_KSajE7gY

LAION-DISCO-12M

A Wonderful Time Up There

Listed as Pat Boone – A Wonderful Time Up There (1958 British Hit Parade, Pt. 1: January - June, Vol. 3) · Watch on YouTube

youtube_video clWsk2hmsJg · row clWsk2hmsJg

LAION-DISCO-12M

Love Letters in the Sand

Listed as Pat Boone – Love Letters in the Sand (Grandes Voces del Millenium 30 Greatest Hits) · Watch on YouTube

youtube_video d2YJSbPp4LI · row d2YJSbPp4LI

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I Almost Lost My Mind (Bonus Track)

Listed as Pat Boone – I Almost Lost My Mind (Bonus Track) (Hymns We Love (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video ie9TFKHbt2E · row ie9TFKHbt2E

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I'll See You In My Dreams

Listed as Pat Boone – I'll See You In My Dreams (I’ll See You In My Dreams) · Watch on YouTube

youtube_video jVqk3D-XsU4 · row jVqk3D-XsU4

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Tutti frutti

Listed as Pat Boone – Tutti frutti (Love Letters In The Sand) · Watch on YouTube

youtube_video lRMr-I716AU · row lRMr-I716AU

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Let Me Call You Sweetheart

Listed as Pat Boone, Shirley Boone – Let Me Call You Sweetheart (Side By Side) · Watch on YouTube

youtube_video oRa7SF7Jv-k · row oRa7SF7Jv-k

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Jingle Bells

Listed as Pat Boone – Jingle Bells (White Christmas) · Watch on YouTube

youtube_video pcwQT61i86A · row pcwQT61i86A

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I'll Be Home

Listed as Pat Boone – I'll Be Home (Pat Boone (Expanded Edition)) · Watch on YouTube

youtube_video rH8C78NCnjU · row rH8C78NCnjU

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Spanish Eyes

Listed as Pat Boone – Spanish Eyes (Great Hits Of 1965) · Watch on YouTube

youtube_video sdJ3BET2RvM · row sdJ3BET2RvM

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Crazy Train

Listed as Pat Boone – Crazy Train (In A Metal Mood: No More Mr. Nice Guy) · Watch on YouTube

youtube_video sl7rkIc9b24 · row sl7rkIc9b24

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Don't Forbid Me

Listed as Pat Boone – Don't Forbid Me (A Date With Pat Boone) · Watch on YouTube

youtube_video tct7961q0Xw · row tct7961q0Xw

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April Love

Listed as Pat Boone – April Love (April Love (Music From The Soundtrack Of The 20th Century-Fox Cinemascope Picture)) · Watch on YouTube

youtube_video zerLxbGnO_o · row zerLxbGnO_o

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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.