Yes. Nat King Cole has 305 songs listed in a dataset used to train AI music models.

Used for training 305

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 It's Only a Paper Moon, The Girl From Ipanema, On A Bicycle Built For Two

Listed under the artist name 305 songs in LAION-DISCO-12M

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

It's Only a Paper Moon

Listed as Nat King Cole – It's Only a Paper Moon (D-Day Memories Hymn to the Fallen) · Watch on YouTube

youtube_video -lzXKkNrZD4 · row -lzXKkNrZD4

LAION-DISCO-12M

The Girl From Ipanema

Listed as Nat King Cole, Gregory Porter – The Girl From Ipanema (Dinner Party) · Watch on YouTube

youtube_video 07pvBhYZY1M · row 07pvBhYZY1M

LAION-DISCO-12M

On A Bicycle Built For Two

Listed as Nat King Cole – On A Bicycle Built For Two (Those Lazy Hazy Crazy Days Of Summer) · Watch on YouTube

youtube_video 0gDf7misJvk · row 0gDf7misJvk

LAION-DISCO-12M

When You Wish Upon a Star

Listed as Nat King Cole – When You Wish Upon a Star (The More I See You) · Watch on YouTube

youtube_video 3g_1CuN3yBg · row 3g_1CuN3yBg

LAION-DISCO-12M

O Holy Night

Listed as Nat King Cole, Calum Scott – O Holy Night (A Sentimental Christmas With Nat King Cole And Friends: Cole Classics Reimagined) · Watch on YouTube

youtube_video 4Ocwdkp4oBM · row 4Ocwdkp4oBM

LAION-DISCO-12M

Tenderly

Listed as Nat "king" Cole – Tenderly (Grandes Voces del Millenium (Volume 1)) · Watch on YouTube

youtube_video BSwsPJJypc8 · row BSwsPJJypc8

LAION-DISCO-12M

Ave Maria

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Ave Maria (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video C6iiLGz1M-o · row C6iiLGz1M-o

LAION-DISCO-12M

Orange Colored Sky

Listed as Nat King Cole – Orange Colored Sky (The Nat King Cole Story) · Watch on YouTube

youtube_video ClIKt3ulioo · row ClIKt3ulioo

LAION-DISCO-12M

Cherokee

Listed as Nat King Cole, Benny Carter, Charlie Parker – Cherokee (A Jumpin' Jubilee) · Watch on YouTube

youtube_video Cp4MLWN6bVM · row Cp4MLWN6bVM

LAION-DISCO-12M

The Christmas Song

Listed as Nat King Cole – The Christmas Song (The Magic of Christmas) · Watch on YouTube

youtube_video EwD0EWVFYP4 · row EwD0EWVFYP4

LAION-DISCO-12M

The Christmas Song

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – The Christmas Song (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video FuNJ8j0kp88 · row FuNJ8j0kp88

LAION-DISCO-12M

The Very Thought Of You

Listed as Nat King Cole – The Very Thought Of You (The Very Thought Of You (Expanded Edition)) · Watch on YouTube

youtube_video HcRQiNHrsoQ · row HcRQiNHrsoQ

LAION-DISCO-12M

Caroling, Caroling

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Caroling, Caroling (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video MgRPi_g2pFU · row MgRPi_g2pFU

LAION-DISCO-12M

O Holy Night

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – O Holy Night (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video O8PLL0w5u0s · row O8PLL0w5u0s

LAION-DISCO-12M

I Want To Be Happy

Listed as Lester Young, Nat King Cole, Buddy Rich – I Want To Be Happy (Lester Young Trio) · Watch on YouTube

youtube_video Qidx-iI-YU0 · row Qidx-iI-YU0

LAION-DISCO-12M

The Man I Love

Listed as Lester Young, Nat King Cole, Buddy Rich – The Man I Love (Lester Young Trio) · Watch on YouTube

youtube_video VFD_s7_LPpI · row VFD_s7_LPpI

LAION-DISCO-12M

The Christmas Waltz

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – The Christmas Waltz (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video XJ9Tuz_dxFg · row XJ9Tuz_dxFg

LAION-DISCO-12M

Ansiedad

Listed as Nat King Cole – Ansiedad (A Mis Amigos (Expanded Edition)) · Watch on YouTube

youtube_video XQtaONV8a0o · row XQtaONV8a0o

LAION-DISCO-12M

When I Fall in Love

Listed as Nat King Cole, Blossom Dearie – When I Fall in Love (Love Songs and Ballads Top Ten Vol. 8) · Watch on YouTube

youtube_video XiGeqkJbD1o · row XiGeqkJbD1o

LAION-DISCO-12M

God Rest Ye Merry, Gentleman

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – God Rest Ye Merry, Gentleman (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video Y9pwRJpPEYc · row Y9pwRJpPEYc

LAION-DISCO-12M

What Can I Say (After I Say I'm Sorry)? (feat. What Can I Say After I Say I'm Sorry?)

Listed as Nat "King" Cole – What Can I Say (After I Say I'm Sorry)? (feat. What Can I Say After I Say I'm Sorry?) (An Evening With... Nat King Cole) · Watch on YouTube

youtube_video YFEvTNhpOgY · row YFEvTNhpOgY

LAION-DISCO-12M

Straighten up and Fly Right

Listed as Nat King Cole – Straighten up and Fly Right (Top 20 Trax) · Watch on YouTube

youtube_video _1YXyQtJjYU · row _1YXyQtJjYU

LAION-DISCO-12M

Candy

Listed as Nat King Cole, Harry Edison, Lee Young – Candy (The Legendary Music of Sarah Vaughan, Nat King Cole, Coleman Hawkins, Eddie Condon and Other Hits, Vol. 8 (150 Songs)) · Watch on YouTube

youtube_video _QSyCfFnbNg · row _QSyCfFnbNg

LAION-DISCO-12M

Love Is a Many-Splendored Thing

Listed as Nat King Cole – Love Is a Many-Splendored Thing (Golden Memory: Super Hits International, Vol. 5) · Watch on YouTube

youtube_video _xwuPSRgb7E · row _xwuPSRgb7E

LAION-DISCO-12M

Unforgettable

Listed as Nat King Cole – Unforgettable (The Crooners' Album) · Watch on YouTube

youtube_video exmlnPKPaBg · row exmlnPKPaBg

LAION-DISCO-12M

Fascination

Listed as Nat King Cole – Fascination (Mona Lisa) · Watch on YouTube

youtube_video eyOb7Y4tVX4 · row eyOb7Y4tVX4

LAION-DISCO-12M

I Cover The Waterfront (Master Take)

Listed as Lester Young, Nat King Cole, Buddy Rich – I Cover The Waterfront (Master Take) (Lester Young Trio) · Watch on YouTube

youtube_video ezTbcWSMHCI · row ezTbcWSMHCI

LAION-DISCO-12M

L-O-V-E

Listed as Nat King Cole – L-O-V-E (L-O-V-E) · Watch on YouTube

youtube_video gZYtes1RO_w · row gZYtes1RO_w

LAION-DISCO-12M

Somebody Loves Me

Listed as Lester Young, Nat King Cole, Buddy Rich – Somebody Loves Me (Lester Young Trio) · Watch on YouTube

youtube_video hS5aykpA1ZA · row hS5aykpA1ZA

LAION-DISCO-12M

Let It Snow, Let It Snow, Let It Snow

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Let It Snow, Let It Snow, Let It Snow (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video hSt9VCLVQ8w · row hSt9VCLVQ8w

LAION-DISCO-12M

Caroling, Caroling

Listed as Nat King Cole Quartet – Caroling, Caroling (The Christmas Party Hop) · Watch on YouTube

youtube_video ho4mzAwsWW8 · row ho4mzAwsWW8

LAION-DISCO-12M

Unforgettable

Listed as Nat King Cole – Unforgettable (Unforgettable) · Watch on YouTube

youtube_video iF7kOq0peAU · row iF7kOq0peAU

LAION-DISCO-12M

When I Fall In Love

Listed as Nat King Cole – When I Fall In Love (Love Is The Thing) · Watch on YouTube

youtube_video jnRzMETUUAI · row jnRzMETUUAI

LAION-DISCO-12M

I Don't Want To See Tomorrow

Listed as Nat King Cole – I Don't Want To See Tomorrow (I Don't Want To Be Hurt Anymore) · Watch on YouTube

youtube_video kjIk-cRU0mk · row kjIk-cRU0mk

LAION-DISCO-12M

Paint yourself a rainbow

Listed as Carl Sigman, Nat King Cole – Paint yourself a rainbow (Simply ... King Cole! (2020 Remaster)) · Watch on YouTube

youtube_video kyOwyY93XoM · row kyOwyY93XoM

LAION-DISCO-12M

Stardust

Listed as Nat King Cole – Stardust (Love Is the Thing) · Watch on YouTube

youtube_video mpp7QDAinFY · row mpp7QDAinFY

LAION-DISCO-12M

Misty

Listed as Nat King Cole – Misty (Mona Lisa) · Watch on YouTube

youtube_video np6dMXkp0AI · row np6dMXkp0AI

LAION-DISCO-12M

Love

Listed as Nat King Cole – Love (A Mother's Day Gift for You - The Love Song Collection) · Watch on YouTube

youtube_video oFKSE8-H-BY · row oFKSE8-H-BY

LAION-DISCO-12M

Quizas Quizas Quizas

Listed as Nat King Cole – Quizas Quizas Quizas (Cole Espanol - Nat King Cole's Spanish Album) · Watch on YouTube

youtube_video oFjez_w4gNI · row oFjez_w4gNI

LAION-DISCO-12M

Joy to the World

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Joy to the World (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video oLHTqDJ_zlA · row oLHTqDJ_zlA

LAION-DISCO-12M

Christmas Dreaming

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Christmas Dreaming (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video pFcxlbnNef8 · row pFcxlbnNef8

LAION-DISCO-12M

Smile

Listed as Nat King Cole – Smile (The Nat King Cole Story) · Watch on YouTube

youtube_video phS7BfOfTOY · row phS7BfOfTOY

LAION-DISCO-12M

Mona Lisa

Listed as Nat King Cole – Mona Lisa (Unforgettable) · Watch on YouTube

youtube_video qec5xA8mLmY · row qec5xA8mLmY

LAION-DISCO-12M

Mistletoe & Holly

Listed as Bing Crosby, Frank Sinatra, Nat King Cole – Mistletoe & Holly (Christmas Greats Bing, Frank & Nat) · Watch on YouTube

youtube_video r02CP5OZZu8 · row r02CP5OZZu8

LAION-DISCO-12M

(I Love You) For Sentimental Reasons

Listed as Nat King Cole – (I Love You) For Sentimental Reasons (The Nat King Cole Story) · Watch on YouTube

youtube_video uUnguqPxzNU · row uUnguqPxzNU

LAION-DISCO-12M

Unforgettable

Listed as Nat King Cole – Unforgettable (Big Band Bossa Nova) · Watch on YouTube

youtube_video unG9aoq-6PU · row unG9aoq-6PU

LAION-DISCO-12M

Unforgettable

Listed as Natalie Cole, Nat King Cole – Unforgettable (Unforgettable: With Love) · Watch on YouTube

youtube_video vo6D_tp3DeE · row vo6D_tp3DeE

LAION-DISCO-12M

Back To The Land

Listed as Lester Young, Nat King Cole, Buddy Rich – Back To The Land (Lester Young Trio) · Watch on YouTube

youtube_video ww5H3ozKPiY · row ww5H3ozKPiY

LAION-DISCO-12M

The Girl From Ipanema

Listed as Nat King Cole, Gregory Porter – The Girl From Ipanema (Still Rising - The Collection) · Watch on YouTube

youtube_video zUp1HguAeBg · row zUp1HguAeBg

LAION-DISCO-12M

I Almost Lost My Mind

Listed as Nat King Cole, His Orchestra – I Almost Lost My Mind (Tea For Two) · Watch on YouTube

youtube_video zWnjXCQewoA · row zWnjXCQewoA

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.