Yes. Ab normal has 17 songs listed in a dataset used to train AI music models.

Used for training 17

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 Gang Starr's from Another World, Deep Space of Future, Bohemens rapesoda

Listed under the artist name 17 songs in LAION-DISCO-12M

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

Gang Starr's from Another World

Listed as Abnormal – Gang Starr's from Another World (The Moon Comes Closer) · Watch on YouTube

youtube_video 0Qfk9c6U6Aw · row 0Qfk9c6U6Aw

LAION-DISCO-12M

Deep Space of Future

Listed as Abnormal – Deep Space of Future (The Clubber's Guide to Goa Trance) · Watch on YouTube

youtube_video 1W1r9vVLS38 · row 1W1r9vVLS38

LAION-DISCO-12M

Bohemens rapesoda

Listed as Abnormal – Bohemens rapesoda (Röjarskivan 4 - Efterfesten) · Watch on YouTube

youtube_video 5OYDOEUwP2U · row 5OYDOEUwP2U

LAION-DISCO-12M

Neighbours

Listed as Abnormal – Neighbours (Bullsheep Detector - Welsh Punk Compilation 1980-84) · Watch on YouTube

youtube_video 8DZmwfDMv4Y · row 8DZmwfDMv4Y

LAION-DISCO-12M

Night Flight

Listed as Abnormal – Night Flight (The Clubber's Guide to Goa Trance) · Watch on YouTube

youtube_video 8UyRndt8aFg · row 8UyRndt8aFg

LAION-DISCO-12M

Whispers

Listed as Abnormal – Whispers (Supernova LP Volume Five) · Watch on YouTube

youtube_video DGmMhdiT4Kc · row DGmMhdiT4Kc

LAION-DISCO-12M

อยากเป็นคนนั้น (เพลงประกอบละคร แรงปรารถนา) (feat. Mariam Grey)

Listed as Ab normal – อยากเป็นคนนั้น (เพลงประกอบละคร แรงปรารถนา) (feat. Mariam Grey) (GMM GRAMMY & Everlasting Love Songs BABY I MISS YOU) · Watch on YouTube

youtube_video IYD7_42xO3I · row IYD7_42xO3I

LAION-DISCO-12M

(??)

Listed as Abnormal – (??) (Bullsheep Detector - Welsh Punk Compilation 1980-84) · Watch on YouTube

youtube_video L_DgGQglMvU · row L_DgGQglMvU

LAION-DISCO-12M

อยากเป็นคนนั้น (เพลงประกอบละคร แรงปรารถนา) (feat. Mariam Grey)

Listed as Ab normal – อยากเป็นคนนั้น (เพลงประกอบละคร แรงปรารถนา) (feat. Mariam Grey) (เพลงประกอบละคร แรงปรารถนา) · Watch on YouTube

youtube_video U5d20UHl6Sk · row U5d20UHl6Sk

LAION-DISCO-12M

Out On The Streets

Listed as Abnormal – Out On The Streets (Bullsheep Detector - Welsh Punk Compilation 1980-84) · Watch on YouTube

youtube_video aTgMwIHtJOU · row aTgMwIHtJOU

LAION-DISCO-12M

Watch My Vibe (Groove Step)

Listed as Abnormal – Watch My Vibe (Groove Step) (Watch My Vibe (Groove Step)) · Watch on YouTube

youtube_video cPgDUotW9tI · row cPgDUotW9tI

LAION-DISCO-12M

Izama Zama (feat. DJ Target Nondile)

Listed as Abnormal – Izama Zama (feat. DJ Target Nondile) (Izama Zama) · Watch on YouTube

youtube_video lb0WQnFPSNc · row lb0WQnFPSNc

LAION-DISCO-12M

Dance of the Dead

Listed as Abnormal – Dance of the Dead (The Clubber's Guide to Goa Trance) · Watch on YouTube

youtube_video mf3UMHsJA_0 · row mf3UMHsJA_0

LAION-DISCO-12M

The Untolds

Listed as Abnormal & Mutant Unknown – The Untolds (The Gateway Label Speaks) · Watch on YouTube

youtube_video pM5yX5RuKpw · row pM5yX5RuKpw

LAION-DISCO-12M

Bad Thing (feat. Sidmfkid)

Listed as Abnormal – Bad Thing (feat. Sidmfkid) (Bad Thing) · Watch on YouTube

youtube_video qo_eJTEMJwA · row qo_eJTEMJwA

LAION-DISCO-12M

The Rotting

Listed as Abnormal – The Rotting (The Gateway Label Speaks) · Watch on YouTube

youtube_video zhNqdzb1noc · row zhNqdzb1noc

LAION-DISCO-12M

Never Understand

Listed as Abnormal – Never Understand (Bullsheep Detector - Welsh Punk Compilation 1980-84) · Watch on YouTube

youtube_video zkX60RTDY4A · row zkX60RTDY4A

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.