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 Tilt, Full Joy, Survivors
Artist Kernal Roberts on YouTube Music
Yes. Kernal Roberts has 13 songs listed in a dataset used to train AI music models.
Listed under the artist name 13 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Tilt
Listed as Kernal Roberts – Tilt (Tilt Riddim, Pt. 1) · Watch on YouTube
youtube_video -ZaVj6VgMR8 · row -ZaVj6VgMR8
LAION-DISCO-12M
Full Joy
Listed as Kernal Roberts – Full Joy (Full Joy) · Watch on YouTube
youtube_video 4DaM7QYoERs · row 4DaM7QYoERs
LAION-DISCO-12M
Survivors
Listed as Kernal Roberts, ZAN – Survivors (Survivors) · Watch on YouTube
youtube_video 9EgCmQeRLGs · row 9EgCmQeRLGs
LAION-DISCO-12M
Tantrum
Listed as Kernal Roberts, ZAN – Tantrum (Tantrum) · Watch on YouTube
youtube_video EKxmsdZzJhQ · row EKxmsdZzJhQ
LAION-DISCO-12M
Legendary
Listed as Kernal Roberts – Legendary (Legendary) · Watch on YouTube
youtube_video EL8TaDVXbyI · row EL8TaDVXbyI
LAION-DISCO-12M
Cover We
Listed as Kernal Roberts – Cover We (Cover We) · Watch on YouTube
youtube_video Is6nt05fJC4 · row Is6nt05fJC4
LAION-DISCO-12M
Outside Nice
Listed as Kernal Roberts – Outside Nice (Scarborough Riddim) · Watch on YouTube
youtube_video R2mpUsJzEUY · row R2mpUsJzEUY
LAION-DISCO-12M
Numb
Listed as Kernal Roberts, XplicitMevon, AdvoKit Productions – Numb (Riddim Rum Shop) · Watch on YouTube
youtube_video TzqKEKrT4X4 · row TzqKEKrT4X4
LAION-DISCO-12M
Pram Pram (a.k.a. Survivors) (feat. Johann Chuckaree)
Listed as Kernal Roberts, ZAN – Pram Pram (a.k.a. Survivors) (feat. Johann Chuckaree) (Pram Pram (a.k.a. Survivors)) · Watch on YouTube
youtube_video cXLeXAsYd08 · row cXLeXAsYd08
LAION-DISCO-12M
Scrub It Down
Listed as Kernal Roberts – Scrub It Down (Jooking Board Riddim) · Watch on YouTube
youtube_video q0HwnGTPxt4 · row q0HwnGTPxt4
LAION-DISCO-12M
Anywhere
Listed as Kernal Roberts – Anywhere (Audrey Riddim, Pt. 2) · Watch on YouTube
youtube_video qwGJZQtGuYg · row qwGJZQtGuYg
LAION-DISCO-12M
Hold Ah Strain
Listed as Kernal Roberts – Hold Ah Strain (Patience Riddim) · Watch on YouTube
youtube_video r4VOrMQK75E · row r4VOrMQK75E
LAION-DISCO-12M
Not Right Now
Listed as Kernal Roberts – Not Right Now (Paris Riddim) · Watch on YouTube
youtube_video w_wsEp7_ONg · row w_wsEp7_ONg
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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.