Yes. Dirt Nasty has 69 songs listed in a dataset used to train AI music models.

Used for training 69

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 Gone Tomorrow (feat. Elan), How Can I Be Down, Dirt Nasty Sux (Intro)

Listed under the artist name 69 songs in LAION-DISCO-12M

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

Gone Tomorrow (feat. Elan)

Listed as Dirt Nasty – Gone Tomorrow (feat. Elan) (Dirt Nasty Sux) · Watch on YouTube

youtube_video 0ydYxoSMG_A · row 0ydYxoSMG_A

LAION-DISCO-12M

How Can I Be Down

Listed as Dirt Nasty, Big Twins – How Can I Be Down (How Can I Be Down) · Watch on YouTube

youtube_video 3v8leWPL_NU · row 3v8leWPL_NU

LAION-DISCO-12M

Dirt Nasty Sux (Intro)

Listed as Dirt Nasty – Dirt Nasty Sux (Intro) (Dirt Nasty Sux) · Watch on YouTube

youtube_video 4DX5qqk8jsE · row 4DX5qqk8jsE

LAION-DISCO-12M

Burn Rubber

Listed as Dirt Nasty – Burn Rubber (Dirt Nasty Sux) · Watch on YouTube

youtube_video BEuT38-TePI · row BEuT38-TePI

LAION-DISCO-12M

Chicken N' Corn (Dirt Nasty Mix)

Listed as Celsius 7, Dirt Nasty – Chicken N' Corn (Dirt Nasty Mix) (Things You Might Not Heard) · Watch on YouTube

youtube_video BOZKtiMqveM · row BOZKtiMqveM

LAION-DISCO-12M

Talkin' Nasty

Listed as Dirt Nasty – Talkin' Nasty (Talkin' Nasty) · Watch on YouTube

youtube_video FLd1tsu8Ubs · row FLd1tsu8Ubs

LAION-DISCO-12M

So L.A.

Listed as Dirt Nasty – So L.A. (Nasty As I Wanna Be) · Watch on YouTube

youtube_video GGjLJ996rGk · row GGjLJ996rGk

LAION-DISCO-12M

Manners (Dirt Nasty Remix)

Listed as Celsius 7, Dirt Nasty – Manners (Dirt Nasty Remix) (Things You Might Not Heard) · Watch on YouTube

youtube_video HGqCft-j5ZE · row HGqCft-j5ZE

LAION-DISCO-12M

Tea 4 Two (Dirt Nasty Mix)

Listed as Celsius 7, Dirt Nasty – Tea 4 Two (Dirt Nasty Mix) (Things You Might Not Heard) · Watch on YouTube

youtube_video JLqTJ6x8rDs · row JLqTJ6x8rDs

LAION-DISCO-12M

ExGF

Listed as Dirt Nasty – ExGF (Dirt Nasty Sux) · Watch on YouTube

youtube_video OEW7b6uBeMc · row OEW7b6uBeMc

LAION-DISCO-12M

Superbad

Listed as Dirt Nasty – Superbad (Dirt Nasty Sux) · Watch on YouTube

youtube_video Ta8TsIa--c0 · row Ta8TsIa--c0

LAION-DISCO-12M

So Forgettable

Listed as Dirt Nasty, Smoov-E – So Forgettable (Breakfast in Bed) · Watch on YouTube

youtube_video bFCgich7nwI · row bFCgich7nwI

LAION-DISCO-12M

Easy As It Looks (Dirt Nasty Mix)

Listed as Celsius 7, Dirt Nasty – Easy As It Looks (Dirt Nasty Mix) (Things You Might Not Heard) · Watch on YouTube

youtube_video jWhBYo_P-Qc · row jWhBYo_P-Qc

LAION-DISCO-12M

Girls & Cops

Listed as Celsius 7, Dirt Nasty – Girls & Cops (Girls & Cops) · Watch on YouTube

youtube_video lhc3r_fkYI4 · row lhc3r_fkYI4

LAION-DISCO-12M

Special Report (Interlude)

Listed as Dirt Nasty – Special Report (Interlude) (Dirt Nasty Sux) · Watch on YouTube

youtube_video m525ePsflR0 · row m525ePsflR0

LAION-DISCO-12M

Turn It Up (feat. Beardo)

Listed as Dirt Nasty, Beardo – Turn It Up (feat. Beardo) (Nasty As I Wanna Be) · Watch on YouTube

youtube_video n_uihbAQ1bY · row n_uihbAQ1bY

LAION-DISCO-12M

Preppy

Listed as Dirt Nasty – Preppy (Dirt Nasty Sux) · Watch on YouTube

youtube_video skcszG1tivs · row skcszG1tivs

LAION-DISCO-12M

Justalittlebit (Dirt Nasty Mix)

Listed as Celsius 7, Dirt Nasty – Justalittlebit (Dirt Nasty Mix) (Things You Might Not Heard) · Watch on YouTube

youtube_video w_KlM0c-WMA · row w_KlM0c-WMA

LAION-DISCO-12M

Riding Low

Listed as Dirt Nasty – Riding Low (Palatial) · Watch on YouTube

youtube_video zm6R3Gjhgk0 · row zm6R3Gjhgk0

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.