Yes. 21 Savage has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 n.h.i.e. (slowed down), n.h.i.e. (sped up), BullS**t

Listed under the artist name 159 songs in LAION-DISCO-12M

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

n.h.i.e. (slowed down)

Listed as 21 Savage, Doja Cat – n.h.i.e. (slowed down) (american dream (slowed down)) · Watch on YouTube

youtube_video 6cf3AdNgyZg · row 6cf3AdNgyZg

LAION-DISCO-12M

n.h.i.e. (sped up)

Listed as 21 Savage, Doja Cat – n.h.i.e. (sped up) (american dream (sped up)) · Watch on YouTube

youtube_video N5STvIgeA9U · row N5STvIgeA9U

LAION-DISCO-12M

BullS**t

Listed as 21 Savage, Xxxtentacion – BullS**t (21XXX) · Watch on YouTube

youtube_video OH6BnqWXqVg · row OH6BnqWXqVg

LAION-DISCO-12M

Slide (Remix)

Listed as Madmarcc, 21 Savage – Slide (Remix) (Slide (Remix)) · Watch on YouTube

youtube_video W-59-Au0kNk · row W-59-Au0kNk

LAION-DISCO-12M

Umbrella (ChoppedNotSlopped)

Listed as Metro Boomin, 21 Savage, Young Nudy – Umbrella (ChoppedNotSlopped) (HEROES & VILLAINS (Villains Version)) · Watch on YouTube

youtube_video WWqKhMGCnNk · row WWqKhMGCnNk

LAION-DISCO-12M

Shoot (feat. Lil Durk)

Listed as 21 Savage, Xxxtentacion – Shoot (feat. Lil Durk) (21XXX) · Watch on YouTube

youtube_video YeMbfwIaR3s · row YeMbfwIaR3s

LAION-DISCO-12M

Motivation (Savage Remix)

Listed as Normani, 21 Savage – Motivation (Savage Remix) (Motivation (Savage Remix)) · Watch on YouTube

youtube_video _QTiomDpWEk · row _QTiomDpWEk

LAION-DISCO-12M

Don't Play That

Listed as King Von, 21 Savage – Don't Play That (What It Means To Be King) · Watch on YouTube

youtube_video hc3Y9X5gMG8 · row hc3Y9X5gMG8

LAION-DISCO-12M

100

Listed as 21 Savage, Xxxtentacion – 100 (21XXX) · Watch on YouTube

youtube_video lBIxEgBApio · row lBIxEgBApio

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.