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 Pink Champagne, protocol, Paramaniac
Artist Abby Roberts on YouTube Music
Yes. Abby Roberts has 11 songs listed in a dataset used to train AI music models.
Listed under the artist name 11 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Pink Champagne
Listed as Abby Roberts – Pink Champagne (Pink Champagne) · Watch on YouTube
youtube_video 49ZOMUs5Jn4 · row 49ZOMUs5Jn4
LAION-DISCO-12M
protocol
Listed as Abby Roberts – protocol (obscura) · Watch on YouTube
youtube_video HhXvNemiawU · row HhXvNemiawU
LAION-DISCO-12M
Paramaniac
Listed as Abby Roberts – Paramaniac (Paramaniac) · Watch on YouTube
youtube_video Mi8hPKq9Ylk · row Mi8hPKq9Ylk
LAION-DISCO-12M
Video Girl
Listed as Abby Roberts – Video Girl (Ashes) · Watch on YouTube
youtube_video N0f7WrKm3MY · row N0f7WrKm3MY
LAION-DISCO-12M
Sleepwalking
Listed as Abby Roberts – Sleepwalking (Ashes) · Watch on YouTube
youtube_video P23xIbZEKnE · row P23xIbZEKnE
LAION-DISCO-12M
volatile
Listed as Abby Roberts – volatile (volatile) · Watch on YouTube
youtube_video PL4fiUmTgwE · row PL4fiUmTgwE
LAION-DISCO-12M
Lovefool
Listed as Abby Roberts – Lovefool (Ashes) · Watch on YouTube
youtube_video Woch0guJKvI · row Woch0guJKvI
LAION-DISCO-12M
idea of you
Listed as Abby Roberts – idea of you (obscura) · Watch on YouTube
youtube_video kQBGaB_jSI0 · row kQBGaB_jSI0
LAION-DISCO-12M
Imposter Syndrome
Listed as Abby Roberts – Imposter Syndrome (Imposter Syndrome) · Watch on YouTube
youtube_video whglvCR9ZMg · row whglvCR9ZMg
LAION-DISCO-12M
bandaid
Listed as Abby Roberts – bandaid (bandaid) · Watch on YouTube
youtube_video wkl1QdbIJiE · row wkl1QdbIJiE
LAION-DISCO-12M
Cigarette Burns
Listed as Abby Roberts – Cigarette Burns (Cigarette Burns) · Watch on YouTube
youtube_video zR3Dtb6nTm4 · row zR3Dtb6nTm4
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.