Yes. Just Dough has 118 songs listed in a dataset used to train AI music models.

Used for training 118

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 1942 Apes (feat. Cho), Death Sentence, Mercedes Benz Music (feat. Big Baby)

Listed under the artist name 118 songs in LAION-DISCO-12M

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

1942 Apes (feat. Cho)

Listed as Just Dough – 1942 Apes (feat. Cho) (R.I.P Barneys) · Watch on YouTube

youtube_video -Tr2AEtoRv8 · row -Tr2AEtoRv8

LAION-DISCO-12M

Death Sentence

Listed as Just Dough – Death Sentence (R.E.A.L) · Watch on YouTube

youtube_video -aj5qxRzNO4 · row -aj5qxRzNO4

LAION-DISCO-12M

Mercedes Benz Music (feat. Big Baby)

Listed as Just Dough – Mercedes Benz Music (feat. Big Baby) (Prime Example) · Watch on YouTube

youtube_video 9P9qsaQcNIA · row 9P9qsaQcNIA

LAION-DISCO-12M

50 Racks

Listed as Just Dough – 50 Racks (R.E.A.L) · Watch on YouTube

youtube_video A5PQlIOxoiE · row A5PQlIOxoiE

LAION-DISCO-12M

Blu Flame Freestyle

Listed as Just Dough – Blu Flame Freestyle (Sorry 4 the Wait) · Watch on YouTube

youtube_video Ay9BMtCMpF0 · row Ay9BMtCMpF0

LAION-DISCO-12M

Odd Hippies Freestyle

Listed as Just Dough – Odd Hippies Freestyle (Sorry 4 the Wait) · Watch on YouTube

youtube_video CEmP7ZEtY0E · row CEmP7ZEtY0E

LAION-DISCO-12M

GC

Listed as Just Dough – GC (Whole Lotta Blu) · Watch on YouTube

youtube_video EdluJlgm1ew · row EdluJlgm1ew

LAION-DISCO-12M

State 2 State Freestyle

Listed as Just Dough – State 2 State Freestyle (Sorry 4 the Wait) · Watch on YouTube

youtube_video FMjoOwI8b-M · row FMjoOwI8b-M

LAION-DISCO-12M

Which Way

Listed as Just Dough – Which Way (YWSFTS (Hosted by TrivSupr)) · Watch on YouTube

youtube_video MIB2M_yLqxA · row MIB2M_yLqxA

LAION-DISCO-12M

Never Again (feat. Mikey Px)

Listed as Just Dough – Never Again (feat. Mikey Px) (Whole Lotta Blu) · Watch on YouTube

youtube_video aNcDFISw91g · row aNcDFISw91g

LAION-DISCO-12M

None of They Business

Listed as Just Dough – None of They Business (YWSFTS (Hosted by TrivSupr)) · Watch on YouTube

youtube_video dWRlOUpGQBU · row dWRlOUpGQBU

LAION-DISCO-12M

The Real Intro

Listed as Just Dough – The Real Intro (R.E.A.L) · Watch on YouTube

youtube_video djyq-mKzghk · row djyq-mKzghk

LAION-DISCO-12M

Not The Same

Listed as Just Dough – Not The Same (YWSFTS (Hosted by TrivSupr)) · Watch on YouTube

youtube_video fWk3DjCbEzY · row fWk3DjCbEzY

LAION-DISCO-12M

Glistening

Listed as Just Dough – Glistening (HER) · Watch on YouTube

youtube_video gq2A4dBcXIg · row gq2A4dBcXIg

LAION-DISCO-12M

No Hook

Listed as Just Dough – No Hook (R.E.A.L) · Watch on YouTube

youtube_video jpFBNb3mrjE · row jpFBNb3mrjE

LAION-DISCO-12M

Rocc Climbing

Listed as Just Dough – Rocc Climbing (YWSFTS (Hosted by TrivSupr)) · Watch on YouTube

youtube_video ux3aDp4pX5E · row ux3aDp4pX5E

LAION-DISCO-12M

Punch in

Listed as Just Dough – Punch in (Sorry 4 the Wait) · Watch on YouTube

youtube_video vmwjeYYppAc · row vmwjeYYppAc

LAION-DISCO-12M

2K99

Listed as Just Dough – 2K99 (Whole Lotta Blu) · Watch on YouTube

youtube_video y1NVQAhSa_M · row y1NVQAhSa_M

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.