Yes. DOC OVG has 80 songs listed in a dataset used to train AI music models.

Used for training 80

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 BO$$E (Chopped & $crewed), Eclipse, Jacte (Chopped & $crewed)

Listed under the artist name 80 songs in LAION-DISCO-12M

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

BO$$E (Chopped & $crewed)

Listed as Ocho, Doc OVG – BO$$E (Chopped & $crewed) (Pourcentage vol. 1(Chopped & $crewed)) · Watch on YouTube

youtube_video 2FrZq4i09i4 · row 2FrZq4i09i4

LAION-DISCO-12M

Eclipse

Listed as DOC OVG – Eclipse (Trap Luxe) · Watch on YouTube

youtube_video 2QG2YMOPdw8 · row 2QG2YMOPdw8

LAION-DISCO-12M

Jacte (Chopped & $crewed)

Listed as Ocho, Doc OVG – Jacte (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video 5MduYdY8CWk · row 5MduYdY8CWk

LAION-DISCO-12M

Interlude (Chopped & $crewed)

Listed as Ocho, Doc OVG – Interlude (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video 6rlq3AufnZQ · row 6rlq3AufnZQ

LAION-DISCO-12M

6 Coups (Chopped & $crewed)

Listed as Ocho, Doc OVG – 6 Coups (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video 7Q8CHqAVlAs · row 7Q8CHqAVlAs

LAION-DISCO-12M

Neom (Chopped & $crewed)

Listed as Ocho, Doc OVG – Neom (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video 7ySmIWYsgoQ · row 7ySmIWYsgoQ

LAION-DISCO-12M

Kilualife (feat. Norsacce Berlusconni & Slim C)

Listed as DOC OVG – Kilualife (feat. Norsacce Berlusconni & Slim C) (Trap Luxe) · Watch on YouTube

youtube_video 89VC57_Q414 · row 89VC57_Q414

LAION-DISCO-12M

Uzi Jaune

Listed as DOC OVG – Uzi Jaune (Trap Luxe) · Watch on YouTube

youtube_video 8IvCBCnhXec · row 8IvCBCnhXec

LAION-DISCO-12M

Lynx

Listed as DOC OVG – Lynx (Trap Luxe) · Watch on YouTube

youtube_video AOLBLMMZGcQ · row AOLBLMMZGcQ

LAION-DISCO-12M

G67 (feat. Slim C)

Listed as DOC OVG – G67 (feat. Slim C) (Trap Luxe) · Watch on YouTube

youtube_video Be6llG9TpBM · row Be6llG9TpBM

LAION-DISCO-12M

Stigmate (Chopped & $crewed)

Listed as Ocho, Doc OVG – Stigmate (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video E7Z43vdYpZY · row E7Z43vdYpZY

LAION-DISCO-12M

K.O. (Chopped & $crewed)

Listed as Ocho, Doc OVG – K.O. (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video GQznIeU6HyQ · row GQznIeU6HyQ

LAION-DISCO-12M

Attaque 2.0 (Chopped & $crewed)

Listed as Ocho, Doc OVG – Attaque 2.0 (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video IOlhkn5UVCg · row IOlhkn5UVCg

LAION-DISCO-12M

Intro (Chopped & $crewed)

Listed as Ocho, Doc OVG – Intro (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video IYQa4p1zdh0 · row IYQa4p1zdh0

LAION-DISCO-12M

Trap (Chopped & $crewed)

Listed as Ocho, Doc OVG – Trap (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video LnT-xxpnJfQ · row LnT-xxpnJfQ

LAION-DISCO-12M

O.V. (Chopped & $crewed)

Listed as Ocho, Doc OVG – O.V. (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video N_xOoQHf5hk · row N_xOoQHf5hk

LAION-DISCO-12M

Mode Purrp C&$ by Ocho

Listed as DOC OVG – Mode Purrp C&$ by Ocho (Mode Purrp C&$ by Ocho) · Watch on YouTube

youtube_video OXRNcr5o5eg · row OXRNcr5o5eg

LAION-DISCO-12M

Attaque 2.00 (Chopped & $crewed)

Listed as Ocho, Doc OVG – Attaque 2.00 (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video QRdSLfatNvM · row QRdSLfatNvM

LAION-DISCO-12M

YRB 2 (Chopped & $crewed)

Listed as Ocho, Doc OVG – YRB 2 (Chopped & $crewed) (Pourcentage vol. 1(Chopped & $crewed)) · Watch on YouTube

youtube_video Sbm6RMeoki4 · row Sbm6RMeoki4

LAION-DISCO-12M

OV (Chopped & $crewed)

Listed as Ocho, Doc OVG – OV (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video T0XL6VQvUdE · row T0XL6VQvUdE

LAION-DISCO-12M

Buggy (Chopped & $crewed)

Listed as Ocho, Doc OVG – Buggy (Chopped & $crewed) (Buggy (Chopped & $crewed)) · Watch on YouTube

youtube_video Xw2Eak_pZ1U · row Xw2Eak_pZ1U

LAION-DISCO-12M

Les Neufs (Chopped & $crewed)

Listed as Ocho, Doc OVG – Les Neufs (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video Y6XE-2B3zK8 · row Y6XE-2B3zK8

LAION-DISCO-12M

Ice (Chopped & $crewed)

Listed as Ocho, Doc OVG – Ice (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video YmtfqB5JcvE · row YmtfqB5JcvE

LAION-DISCO-12M

Enfant Roi (Chopped & $crewed)

Listed as Ocho, Doc OVG – Enfant Roi (Chopped & $crewed) (39 45 (Chopped & $crewed)) · Watch on YouTube

youtube_video ba7VzkwCOLo · row ba7VzkwCOLo

LAION-DISCO-12M

1000 (Chopped & $crewed)

Listed as Ocho, Doc OVG – 1000 (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video esFAN77q_vQ · row esFAN77q_vQ

LAION-DISCO-12M

Intro (Chopped & $crewed)

Listed as Ocho, Doc OVG – Intro (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video lPVL1_wP-pA · row lPVL1_wP-pA

LAION-DISCO-12M

Pourcentage (Chopped & $crewed)

Listed as Ocho, Doc OVG – Pourcentage (Chopped & $crewed) (Pourcentage vol. 1(Chopped & $crewed)) · Watch on YouTube

youtube_video pRTwbxLIqi4 · row pRTwbxLIqi4

LAION-DISCO-12M

TrapLuxe Intro

Listed as DOC OVG – TrapLuxe Intro (Trap Luxe) · Watch on YouTube

youtube_video rPEIZp0U6gU · row rPEIZp0U6gU

LAION-DISCO-12M

Yeezy (Chopped & $crewed)

Listed as Ocho, Doc OVG – Yeezy (Chopped & $crewed) (T.R.A.P. (Chopped & $crewed)) · Watch on YouTube

youtube_video w7T2U8PLpRY · row w7T2U8PLpRY

LAION-DISCO-12M

Abemus Papam (Chopped & $crewed)

Listed as Ocho, Doc OVG – Abemus Papam (Chopped & $crewed) (Pourcentage vol. 1(Chopped & $crewed)) · Watch on YouTube

youtube_video xcM77ecAo84 · row xcM77ecAo84

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.