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 Pick Yourself Up, Love Is The Thing, I Was a Little Too Lonely and You Were a Little Too Late

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.

Pick Yourself Up

Listed as Nat King Cole, George Shearing – Pick Yourself Up (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video -_NkTbvk8PE · row -_NkTbvk8PE

LAION-DISCO-12M

Love Is The Thing

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

youtube_video 0kAocVpuXDE · row 0kAocVpuXDE

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I Was a Little Too Lonely and You Were a Little Too Late

Listed as Nat King Cole, Willie Smith, Lee Young – I Was a Little Too Lonely and You Were a Little Too Late (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 0tC43wt9Zig · row 0tC43wt9Zig

LAION-DISCO-12M

Tea For Two

Listed as Nat King Cole, Dexter Gordon – Tea For Two (I Blowed And Gone) · Watch on YouTube

youtube_video 1K7CQ9vzBt0 · row 1K7CQ9vzBt0

LAION-DISCO-12M

The Right Thing to Say

Listed as Nat King Cole, George Shearing – The Right Thing to Say (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video 34ZsG2O2vNc · row 34ZsG2O2vNc

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Lost April

Listed as Nat King Cole, George Shearing – Lost April (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video 4OrQQOUJyV4 · row 4OrQQOUJyV4

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Caroling, Caroling

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

youtube_video 4qyq7Lrf7bE · row 4qyq7Lrf7bE

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Serenata

Listed as Nat King Cole, George Shearing – Serenata (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video 5yTHrDETNEI · row 5yTHrDETNEI

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At Last

Listed as Nat King Cole, George Shearing – At Last (Let There Be Love) · Watch on YouTube

youtube_video AYx3NtfMQ7M · row AYx3NtfMQ7M

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Fly Me to the Moon

Listed as Christmas Songs, Grandes Villancicos, Nat King Cole Quartet – Fly Me to the Moon (White Christmas) · Watch on YouTube

youtube_video AlSsbT6sEao · row AlSsbT6sEao

LAION-DISCO-12M

Nature Boy

Listed as Nat King Cole – Nature Boy (Spotlight on Nat King Cole) · Watch on YouTube

youtube_video BL7eojntktM · row BL7eojntktM

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La Golondrina (The Swallow)

Listed as Nat King Cole – La Golondrina (The Swallow) (More Cole Espagnol) · Watch on YouTube

youtube_video CehoZFlXmU4 · row CehoZFlXmU4

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Back To The Land

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

youtube_video D3svSGY-02w · row D3svSGY-02w

LAION-DISCO-12M

I Got It Bad and That Ain't

Listed as Nat King Cole, George Shearing – I Got It Bad and That Ain't (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video DrGvoUPe8qs · row DrGvoUPe8qs

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Blues (Part 2)

Listed as Nat King Cole, Les Paul, Johnny Miller, J. J. Johnson – Blues (Part 2) (Jazz at the Philharmonic - Body & Soul) · Watch on YouTube

youtube_video FdZ1Z0zIHHw · row FdZ1Z0zIHHw

LAION-DISCO-12M

When I Fall In Love (Remastered 2004)

Listed as Nat King Cole – When I Fall In Love (Remastered 2004) (The World Of Nat King Cole (Expanded Edition)) · Watch on YouTube

youtube_video Id-HjCCaTew · row Id-HjCCaTew

LAION-DISCO-12M

I Got It Bad (And That Ain't Good)

Listed as Nat King Cole, George Shearing – I Got It Bad (And That Ain't Good) (Nat King Cole Sings, George Shearing Plays) · Watch on YouTube

youtube_video IhxQli63d8I · row IhxQli63d8I

LAION-DISCO-12M

Stardust

Listed as Nat King Cole, George Shearing – Stardust (Let There Be Love) · Watch on YouTube

youtube_video JLnZX86fk8Y · row JLnZX86fk8Y

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September Song

Listed as Nat King Cole, George Shearing – September Song (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video L4vO-o_krEk · row L4vO-o_krEk

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I Can t Get Started

Listed as Nat King Cole, Dexter Gordon – I Can t Get Started (I Blowed And Gone) · Watch on YouTube

youtube_video L9pK40lRgBI · row L9pK40lRgBI

LAION-DISCO-12M

Blame It On My Youth

Listed as Nat King Cole, Juan Tizol, Lee Young – Blame It On My Youth (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 MWe7j3uf-rQ · row MWe7j3uf-rQ

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I Wish I Knew The Way To Your Heart (Notorious)

Listed as Nat King Cole – I Wish I Knew The Way To Your Heart (Notorious) (The Very Thought Of You (Expanded Edition)) · Watch on YouTube

youtube_video Pu0KbBCcoqA · row Pu0KbBCcoqA

LAION-DISCO-12M

Body And Soul

Listed as Nat King Cole, Dexter Gordon – Body And Soul (I Blowed And Gone) · Watch on YouTube

youtube_video Rb-VHsCnVME · row Rb-VHsCnVME

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Unforgettable

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

youtube_video UYj8A0M6zhY · row UYj8A0M6zhY

LAION-DISCO-12M

The First Noel

Listed as Christmas Hits, Christmas Music, Nat King Cole Quartet – The First Noel (Here Comes Santa Claus (Best of Christmas Hits)) · Watch on YouTube

youtube_video VKTZpy9PySI · row VKTZpy9PySI

LAION-DISCO-12M

Let There Be Love

Listed as Nat King Cole, George Shearing – Let There Be Love (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video VQqvS4Lyz_U · row VQqvS4Lyz_U

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There's a Lull in My Life

Listed as Nat King Cole, George Shearing – There's a Lull in My Life (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video VWaDRCcFq8g · row VWaDRCcFq8g

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Guess I'll Go Back Home

Listed as Nat King Cole, George Shearing – Guess I'll Go Back Home (Nat King Cole Sings George Shearing Plays) · Watch on YouTube

youtube_video VeZ1YoshkA4 · row VeZ1YoshkA4

LAION-DISCO-12M

Stardust

Listed as Nat King Cole – Stardust (Music Of Hoagy Carmichael (Digitally Remastered)) · Watch on YouTube

youtube_video XdqxzrfnSGE · row XdqxzrfnSGE

LAION-DISCO-12M

When I Fall in Love

Listed as Nat King Cole, George Shearing – When I Fall in Love (Love Jazz, Vol. 1) · Watch on YouTube

youtube_video XvIxQ1BhXic · row XvIxQ1BhXic

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Love Letters

Listed as Nat King Cole, George Shearing – Love Letters (Love Jazz, Vol. 1) · Watch on YouTube

youtube_video YMd8Yc7zVn8 · row YMd8Yc7zVn8

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Nadie Me Ama

Listed as Nat King Cole, Dave Cavanaugh Orchestra – Nadie Me Ama (A Mis Amigos (Mono Version)) · Watch on YouTube

youtube_video bz_TgI88zqg · row bz_TgI88zqg

LAION-DISCO-12M

Don't Get Around Much Anymore

Listed as Nat King Cole – Don't Get Around Much Anymore (Just One of Those Things (Bonus Track Version)) · Watch on YouTube

youtube_video do_FM7JVyOk · row do_FM7JVyOk

LAION-DISCO-12M

In Other Words

Listed as Nat King Cole, George Shearing – In Other Words (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video dx7AjMu5eL8 · row dx7AjMu5eL8

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I'm Lost

Listed as Nat King Cole, George Shearing – I'm Lost (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video gOURQXrd3sg · row gOURQXrd3sg

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Let There Be Love

Listed as Nat King Cole & George Shearing, George Shearing – Let There Be Love (For Jazz Lovers Vol. 3) · Watch on YouTube

youtube_video h9MZSa1Hae8 · row h9MZSa1Hae8

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Almost Like Being in Love (feat. Nelson Riddle and His Orchestra)

Listed as Nat King Cole – Almost Like Being in Love (feat. Nelson Riddle and His Orchestra) (Sings for Two in Love (Original Album Plus Bonus Tracks)) · Watch on YouTube

youtube_video ib-7kQPbFOM · row ib-7kQPbFOM

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Medley (Impressions) : Knees up, Mother Brown / Rock-A-Bye Your Baby with a Dixie Melody / Santa Lucia / Bye Bye Blackbird / Broken-Hearted (feat. Dickie Valentine, The Skyrockets, Eric Rogers & Don Phillips)

Listed as Nat King Cole, Billy Eckstine, Al Jolson, Edward G Robinson, Jerry Lewis – Medley (Impressions) : Knees up, Mother Brown / Rock-A-Bye Your Baby with a Dixie Melody / Santa Lucia / Bye Bye Blackbird / Broken-Hearted (feat. Dickie Valentine, The Skyrockets, Eric Rogers & Don Phillips) (Live at the London Palladium - Three Great Singers with the Skyrockets) · Watch on YouTube

youtube_video jiV1SDBQyzo · row jiV1SDBQyzo

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Capuccina

Listed as Nat King Cole, George Shearing – Capuccina (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video l9zdBW81DRA · row l9zdBW81DRA

LAION-DISCO-12M

Don't Go

Listed as Nat King Cole, George Shearing – Don't Go (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video nee3hKBTrJ0 · row nee3hKBTrJ0

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Looking Back

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

youtube_video nj1lg8GCTTk · row nj1lg8GCTTk

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There Will Never Be Another You

Listed as Nat King Cole – There Will Never Be Another You (Sings For Two In Love) · Watch on YouTube

youtube_video ozwl9VTvRGk · row ozwl9VTvRGk

LAION-DISCO-12M

Azure-Te

Listed as Nat King Cole, George Shearing – Azure-Te (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video pDuTl_hRadY · row pDuTl_hRadY

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A Beautiful Friendship

Listed as Nat King Cole, George Shearing – A Beautiful Friendship (Nat King Cole & George Shearing) · Watch on YouTube

youtube_video pXuLudlH5A0 · row pXuLudlH5A0

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Indiana

Listed as Nat King Cole, Dexter Gordon – Indiana (I Blowed And Gone) · Watch on YouTube

youtube_video q2vHzjsJ2jA · row q2vHzjsJ2jA

LAION-DISCO-12M

Jingle Bells

Listed as Christmas Hits, Christmas Music, Nat King Cole Quartet – Jingle Bells (Here Comes Santa Claus (Best of Christmas Hits)) · Watch on YouTube

youtube_video sSdxwCjhFTQ · row sSdxwCjhFTQ

LAION-DISCO-12M

Don't Let Your Eyes Go Shopping (For Your Heart) (2003 Remaster)

Listed as Nat King Cole Trio, Natalie Cole, George Shearing, Stan Kenton And His Orchestra – Don't Let Your Eyes Go Shopping (For Your Heart) (2003 Remaster) (The Classic Singles) · Watch on YouTube

youtube_video t3JBvS2DDHs · row t3JBvS2DDHs

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But Beautiful

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

youtube_video uywr_l2tfdQ · row uywr_l2tfdQ

LAION-DISCO-12M

Everything Happens To Me

Listed as Nat King Cole, George Shearing – Everything Happens To Me (Nat King Cole Sings George Shearing Plays) · Watch on YouTube

youtube_video yvTz1OUwYqM · row yvTz1OUwYqM

LAION-DISCO-12M

The Game Of Love

Listed as Nat King Cole, George Shearing – The Game Of Love (Nat King Cole Sings George Shearing Plays) · Watch on YouTube

youtube_video zTNpLPqTeDI · row zTNpLPqTeDI

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.