Yes. Joy Lynn White has 33 songs listed in a dataset used to train AI music models.

Used for training 33

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 Girls With Apartments In Nashville, Wishful Thinking, Cold Day In July

Listed under the artist name 33 songs in LAION-DISCO-12M

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

Girls With Apartments In Nashville

Listed as Joy Lynn White – Girls With Apartments In Nashville (One More Time) · Watch on YouTube

youtube_video -TYIiCcPPkY · row -TYIiCcPPkY

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Wishful Thinking

Listed as Joy Lynn White – Wishful Thinking (Between Midnight & Hindsight) · Watch on YouTube

youtube_video 0QhtV1tNjOU · row 0QhtV1tNjOU

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Cold Day In July

Listed as Joy Lynn White – Cold Day In July (Between Midnight & Hindsight) · Watch on YouTube

youtube_video 7StAvGqJcLY · row 7StAvGqJcLY

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Wild Love

Listed as Joy Lynn White – Wild Love (Wild Love) · Watch on YouTube

youtube_video 7ksBVskKZV8 · row 7ksBVskKZV8

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It's Amazing

Listed as Joy Lynn White – It's Amazing (Between Midnight & Hindsight) · Watch on YouTube

youtube_video A8d6qK75lE4 · row A8d6qK75lE4

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Whiskey, Lies And Tears

Listed as Joy Lynn White – Whiskey, Lies And Tears (Wild Love) · Watch on YouTube

youtube_video Bnr4T_Pr5kU · row Bnr4T_Pr5kU

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Good Rockin' Mama

Listed as Joy Lynn White – Good Rockin' Mama (One More Time) · Watch on YouTube

youtube_video CNmsGsJh9GA · row CNmsGsJh9GA

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I Am Just A Rebel

Listed as Joy Lynn White – I Am Just A Rebel (Wild Love) · Watch on YouTube

youtube_video G0z0gjSJ8mw · row G0z0gjSJ8mw

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One More Time

Listed as Joy Lynn White – One More Time (One More Time) · Watch on YouTube

youtube_video Kk7NKBe-1go · row Kk7NKBe-1go

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Victim Of Love

Listed as Joy Lynn White – Victim Of Love (One More Time) · Watch on YouTube

youtube_video L01TRIzUBoY · row L01TRIzUBoY

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Looking For You

Listed as Joy Lynn White – Looking For You (One More Time) · Watch on YouTube

youtube_video M62lBTjPAjc · row M62lBTjPAjc

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Why Do I Feel So Good

Listed as Joy Lynn White – Why Do I Feel So Good (Between Midnight & Hindsight) · Watch on YouTube

youtube_video N8mdHZQIWV0 · row N8mdHZQIWV0

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Those Shoes

Listed as Joy Lynn White – Those Shoes (Between Midnight & Hindsight) · Watch on YouTube

youtube_video NgTmpdQtY7Q · row NgTmpdQtY7Q

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Burning Memories

Listed as Joy Lynn White – Burning Memories (Wild Love) · Watch on YouTube

youtube_video OChSV_GEdeE · row OChSV_GEdeE

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Too Gone To Care

Listed as Joy Lynn White – Too Gone To Care (Wild Love) · Watch on YouTube

youtube_video P7yQmI8E9Kk · row P7yQmI8E9Kk

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Certain Boy

Listed as Joy Lynn White – Certain Boy (One More Time) · Watch on YouTube

youtube_video QGm1z6mAU0U · row QGm1z6mAU0U

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You Were Right From Your Side

Listed as Joy Lynn White – You Were Right From Your Side (Wild Love) · Watch on YouTube

youtube_video QUCxy_wkkVU · row QUCxy_wkkVU

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On And On And On

Listed as Joy Lynn White – On And On And On (Wild Love) · Watch on YouTube

youtube_video SEnI97VJVV0 · row SEnI97VJVV0

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Tonight The Heartache's On Me

Listed as Joy Lynn White – Tonight The Heartache's On Me (Wild Love) · Watch on YouTube

youtube_video SHgttyK1NOs · row SHgttyK1NOs

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Keep This Love

Listed as Joy Lynn White – Keep This Love (One More Time) · Watch on YouTube

youtube_video TDGNoyRA-WE · row TDGNoyRA-WE

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Wherever You Are

Listed as Joy Lynn White – Wherever You Are (Between Midnight & Hindsight) · Watch on YouTube

youtube_video USdq554lKiQ · row USdq554lKiQ

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Little Tears

Listed as Joy Lynn White – Little Tears (Between Midnight & Hindsight) · Watch on YouTube

youtube_video WSQuhKD8zJE · row WSQuhKD8zJE

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Just Some Girl

Listed as Joy Lynn White – Just Some Girl (One More Time) · Watch on YouTube

youtube_video YOR2pvxxkM8 · row YOR2pvxxkM8

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If You Want My Heart

Listed as Joy Lynn White – If You Want My Heart (One More Time) · Watch on YouTube

youtube_video _F5SVhgqXeE · row _F5SVhgqXeE

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You Can't Catch Me

Listed as Fred Mollin and the Blue Sea Band, Joy Lynn White – You Can't Catch Me (Lightning McQueen's Fast Tracks) · Watch on YouTube

youtube_video bQ5zkw7x5f8 · row bQ5zkw7x5f8

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Love Sometimes

Listed as Joy Lynn White – Love Sometimes (One More Time) · Watch on YouTube

youtube_video hjmyvLibehg · row hjmyvLibehg

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Hey Hey Mama

Listed as Joy Lynn White – Hey Hey Mama (Between Midnight & Hindsight) · Watch on YouTube

youtube_video l1N0P_FDYjo · row l1N0P_FDYjo

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Why Can't I Stop Loving You

Listed as Joy Lynn White – Why Can't I Stop Loving You (Wild Love) · Watch on YouTube

youtube_video mdhdeCameqk · row mdhdeCameqk

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Let's Talk About Love Again

Listed as Joy Lynn White – Let's Talk About Love Again (Between Midnight & Hindsight) · Watch on YouTube

youtube_video qALvCnipSus · row qALvCnipSus

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Bittersweet End

Listed as Joy Lynn White – Bittersweet End (Between Midnight & Hindsight) · Watch on YouTube

youtube_video uKXDOXhD-lE · row uKXDOXhD-lE

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True Confessions

Listed as Joy Lynn White – True Confessions (Between Midnight & Hindsight) · Watch on YouTube

youtube_video vcwgyKg9hm4 · row vcwgyKg9hm4

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Bad Loser

Listed as Joy Lynn White – Bad Loser (Wild Love) · Watch on YouTube

youtube_video xktjSE3GE-4 · row xktjSE3GE-4

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I'm Free

Listed as Joy Lynn White – I'm Free (One More Time) · Watch on YouTube

youtube_video zYnF9rD8SW4 · row zYnF9rD8SW4

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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.