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 Until We Meet Again, Awareness, Silver Lining
Artist Polygraph on YouTube Music
Yes. Polygraph has 10 songs listed in a dataset used to train AI music models.
Listed under the artist name 10 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Until We Meet Again
Listed as Polygraph – Until We Meet Again (Until We Meet Again) · Watch on YouTube
youtube_video 2tULDYO8jBw · row 2tULDYO8jBw
LAION-DISCO-12M
Awareness
Listed as Polygraph – Awareness (Awareness) · Watch on YouTube
youtube_video DbTAVxWwiTE · row DbTAVxWwiTE
LAION-DISCO-12M
Silver Lining
Listed as Polygraph – Silver Lining (Silver Lining) · Watch on YouTube
youtube_video M4mIHydnFZw · row M4mIHydnFZw
LAION-DISCO-12M
Spinner
Listed as Polygraph – Spinner (Fates) · Watch on YouTube
youtube_video PnAHTfyckmA · row PnAHTfyckmA
LAION-DISCO-12M
Allotter
Listed as Polygraph – Allotter (Fates) · Watch on YouTube
youtube_video VxKbBuYN-aU · row VxKbBuYN-aU
LAION-DISCO-12M
Bonsaï
Listed as Polygraph – Bonsaï (Bonsaï) · Watch on YouTube
youtube_video X-3y15xjpIQ · row X-3y15xjpIQ
LAION-DISCO-12M
What's After
Listed as Polygraph – What's After (What's After) · Watch on YouTube
youtube_video aMwGUiec7vw · row aMwGUiec7vw
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Exhale
Listed as Polygraph – Exhale (Exhale) · Watch on YouTube
youtube_video jqykZGxx718 · row jqykZGxx718
LAION-DISCO-12M
Inevitable
Listed as Polygraph – Inevitable (Fates) · Watch on YouTube
youtube_video m2mxRYJu8Yk · row m2mxRYJu8Yk
LAION-DISCO-12M
Mirror
Listed as Polygraph – Mirror (Mirror) · Watch on YouTube
youtube_video wIFY4yObRmg · row wIFY4yObRmg
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.