Yes. Wrabel has 109 songs listed in a dataset used to train AI music models.

Used for training 109

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 hurts like hell (KAJ remix), talk to myself (demo), since i was young (MC4D remix)

Listed under the artist name 109 songs in LAION-DISCO-12M

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

hurts like hell (KAJ remix)

Listed as Wrabel – hurts like hell (KAJ remix) (hurts like hell (some remixes)) · Watch on YouTube

youtube_video 0JWWAR9GHBQ · row 0JWWAR9GHBQ

LAION-DISCO-12M

talk to myself (demo)

Listed as Wrabel – talk to myself (demo) (dropbox demos) · Watch on YouTube

youtube_video 4tgA-ogRh78 · row 4tgA-ogRh78

LAION-DISCO-12M

since i was young (MC4D remix)

Listed as Wrabel, Kesha – since i was young (MC4D remix) (since i was young (MC4D remix)) · Watch on YouTube

youtube_video 9Vl0UZ1WkNg · row 9Vl0UZ1WkNg

LAION-DISCO-12M

flickers (live at the troubadour)

Listed as Wrabel – flickers (live at the troubadour) (piano) · Watch on YouTube

youtube_video SVD2nYQ0EZ0 · row SVD2nYQ0EZ0

LAION-DISCO-12M

since i was young (casey lagos end of summer mix)

Listed as Wrabel, Kesha – since i was young (casey lagos end of summer mix) (since i was young (casey lagos end of summer mix)) · Watch on YouTube

youtube_video Z0H0AsNK9S8 · row Z0H0AsNK9S8

LAION-DISCO-12M

sometimes christmas is hard

Listed as Wrabel – sometimes christmas is hard (merry christmas, merry christmas to you) · Watch on YouTube

youtube_video c7GWHbfH2Ls · row c7GWHbfH2Ls

LAION-DISCO-12M

hurts like hell (DJ Chaney remix)

Listed as Wrabel – hurts like hell (DJ Chaney remix) (hurts like hell (some remixes)) · Watch on YouTube

youtube_video d2LXjzJP51c · row d2LXjzJP51c

LAION-DISCO-12M

since i was young (daniel allan remix)

Listed as Wrabel, Kesha – since i was young (daniel allan remix) (since i was young (daniel allan remix)) · Watch on YouTube

youtube_video pxNm-8RcB3Y · row pxNm-8RcB3Y

LAION-DISCO-12M

since i was young (boiish remix)

Listed as Wrabel, Kesha – since i was young (boiish remix) (since i was young (boiish remix)) · Watch on YouTube

youtube_video uuzy4jcPYJ4 · row uuzy4jcPYJ4

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.