Yes. Caroline Grace has 21 songs listed in a dataset used to train AI music models.

Used for training 21

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 Liedjie Vir Jou, Bokswyn (Afrikaans Wil Dans Remix), Ek Bid Vir Jou

Listed under the artist name 21 songs in LAION-DISCO-12M

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

Liedjie Vir Jou

Listed as Caroline Grace, FATMAN – Liedjie Vir Jou (Eindelose Liefde) · Watch on YouTube

youtube_video A4JzY_VdsXA · row A4JzY_VdsXA

LAION-DISCO-12M

Bokswyn (Afrikaans Wil Dans Remix)

Listed as Caroline Grace, Afrikaans Wil Dans – Bokswyn (Afrikaans Wil Dans Remix) (Afrikaans Wil Dans Remix) · Watch on YouTube

youtube_video A5x0sIM6_ss · row A5x0sIM6_ss

LAION-DISCO-12M

Ek Bid Vir Jou

Listed as Caroline Grace – Ek Bid Vir Jou (Ek Bid Vir Jou) · Watch on YouTube

youtube_video DlYVH1Dpp1M · row DlYVH1Dpp1M

LAION-DISCO-12M

I Love It (Chris Sen Club Mix)

Listed as MAEZTRO, Caroline Grace, Chris Sen – I Love It (Chris Sen Club Mix) (I Love It (Chris Sen Remixes)) · Watch on YouTube

youtube_video SKua--w7xsI · row SKua--w7xsI

LAION-DISCO-12M

It's All Coming Back To Me Now

Listed as FATMAN, Caroline Grace – It's All Coming Back To Me Now (It's All Coming Back To Me Now) · Watch on YouTube

youtube_video XC6daUEpw7Y · row XC6daUEpw7Y

LAION-DISCO-12M

Springgety

Listed as Caroline Grace – Springgety (Eindelose Liefde) · Watch on YouTube

youtube_video cE0cOiOCY8I · row cE0cOiOCY8I

LAION-DISCO-12M

I Love It (VIP Club Mix)

Listed as MAEZTRO, Caroline Grace – I Love It (VIP Club Mix) (I Love It) · Watch on YouTube

youtube_video dDnE1ZwrHtM · row dDnE1ZwrHtM

LAION-DISCO-12M

Glo, Vertrou En Bly Onthou

Listed as Caroline Grace – Glo, Vertrou En Bly Onthou (Eindelose Liefde) · Watch on YouTube

youtube_video dIgYnTjwf8c · row dIgYnTjwf8c

LAION-DISCO-12M

So

Listed as Caroline Grace – So (Eindelose Liefde) · Watch on YouTube

youtube_video eYaSVAdcwCc · row eYaSVAdcwCc

LAION-DISCO-12M

Eindelose Liefde

Listed as Caroline Grace – Eindelose Liefde (Eindelose Liefde) · Watch on YouTube

youtube_video fzX0glJE61M · row fzX0glJE61M

LAION-DISCO-12M

Breek

Listed as Caroline Grace – Breek (Breek) · Watch on YouTube

youtube_video hA77dSTOtoo · row hA77dSTOtoo

LAION-DISCO-12M

I Love It (Chris Sen Pop Edit)

Listed as MAEZTRO, Caroline Grace, Chris Sen – I Love It (Chris Sen Pop Edit) (I Love It (Chris Sen Remixes)) · Watch on YouTube

youtube_video jhozW2JWMIk · row jhozW2JWMIk

LAION-DISCO-12M

White Christmas

Listed as Caroline Grace – White Christmas (White Christmas) · Watch on YouTube

youtube_video n28IiBAs5xY · row n28IiBAs5xY

LAION-DISCO-12M

San Francisco

Listed as Caroline Grace – San Francisco (Eindelose Liefde) · Watch on YouTube

youtube_video nKg5pj9VekY · row nKg5pj9VekY

LAION-DISCO-12M

Voor Jou

Listed as Caroline Grace – Voor Jou (Eindelose Liefde) · Watch on YouTube

youtube_video rT34oz9liuQ · row rT34oz9liuQ

LAION-DISCO-12M

As Jy 'n Lied Was

Listed as Caroline Grace – As Jy 'n Lied Was (Eindelose Liefde) · Watch on YouTube

youtube_video redqD9zaKq4 · row redqD9zaKq4

LAION-DISCO-12M

Bokswyn

Listed as Caroline Grace – Bokswyn (Bokswyn) · Watch on YouTube

youtube_video sQtKUiG4s1M · row sQtKUiG4s1M

LAION-DISCO-12M

It Must Have Been Love

Listed as Caroline Grace – It Must Have Been Love (Eindelose Liefde) · Watch on YouTube

youtube_video ukQ1oRJmylc · row ukQ1oRJmylc

LAION-DISCO-12M

I Love It

Listed as MAEZTRO, Caroline Grace – I Love It (I Love It) · Watch on YouTube

youtube_video vlKCiYNHPgs · row vlKCiYNHPgs

LAION-DISCO-12M

Dis Wat Ja Beteken

Listed as Caroline Grace – Dis Wat Ja Beteken (Eindelose Liefde) · Watch on YouTube

youtube_video xj5pCTdl-SU · row xj5pCTdl-SU

LAION-DISCO-12M

Kortbroek

Listed as Caroline Grace – Kortbroek (Kortbroek) · Watch on YouTube

youtube_video zGv2EMMSRv4 · row zGv2EMMSRv4

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.