Yes. The Dirty Code has 10 songs listed in a dataset used to train AI music models.

Used for training 10

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 Da Bangg, Find Me Again [Radio Edit] (feat. Bettina), Swat Cats

Listed under the artist name 10 songs in LAION-DISCO-12M

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

Da Bangg

Listed as The Dirty Code – Da Bangg (Da Bangg) · Watch on YouTube

youtube_video 4TvUbxGfE6k · row 4TvUbxGfE6k

LAION-DISCO-12M

Find Me Again [Radio Edit] (feat. Bettina)

Listed as The Dirty Code, Skyknock – Find Me Again [Radio Edit] (feat. Bettina) (Find Me Again) · Watch on YouTube

youtube_video 5UBSsxn3hRs · row 5UBSsxn3hRs

LAION-DISCO-12M

Swat Cats

Listed as The Dirty Code – Swat Cats (Swat Cats) · Watch on YouTube

youtube_video GOAmoJRAagM · row GOAmoJRAagM

LAION-DISCO-12M

Tell Me You Love Me

Listed as The Dirty Code – Tell Me You Love Me (Tell Me You Love Me) · Watch on YouTube

youtube_video JpQ2iGSLqR0 · row JpQ2iGSLqR0

LAION-DISCO-12M

Find Me Again [Jeongwoo Park Remix] (feat. Bettina)

Listed as The Dirty Code, Skyknock – Find Me Again [Jeongwoo Park Remix] (feat. Bettina) (Find Me Again [Jeongwoo Park Remix]) · Watch on YouTube

youtube_video LkU1wiTPcwg · row LkU1wiTPcwg

LAION-DISCO-12M

Must Be More (feat. Bettina)

Listed as The Dirty Code, Skyknock – Must Be More (feat. Bettina) (Must Be More) · Watch on YouTube

youtube_video doJX7gTfwHI · row doJX7gTfwHI

LAION-DISCO-12M

Turn It Up

Listed as The Dirty Code – Turn It Up (Turn It Up) · Watch on YouTube

youtube_video imSheTdv3t0 · row imSheTdv3t0

LAION-DISCO-12M

Hypno

Listed as Jimmy Clash & The Dirty Code, The Dirty Code – Hypno (Big Room) · Watch on YouTube

youtube_video uwzzK36UclU · row uwzzK36UclU

LAION-DISCO-12M

Find Me Again [Luke Infinite Remix] (feat. Bettina)

Listed as The Dirty Code, Skyknock, Luke Infinite – Find Me Again [Luke Infinite Remix] (feat. Bettina) (Find Me Again [Luke Infinite Remix]) · Watch on YouTube

youtube_video wMbDw-byaf0 · row wMbDw-byaf0

LAION-DISCO-12M

Sultans (Extended Mix)

Listed as Crystal Lake, The Dirty Code – Sultans (Extended Mix) (Sultans) · Watch on YouTube

youtube_video yKzlcj75OQs · row yKzlcj75OQs

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.