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 Weighing The Cost, Higher Ground, Just For Me
Artist Paul Williams on YouTube Music
Yes. Paul Williams has 155 songs listed in a dataset used to train AI music models.
Listed under the artist name 155 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Weighing The Cost
Listed as Paul Williams, The Victory Trio – Weighing The Cost (I'll Meet You In The Gloryland) · Watch on YouTube
youtube_video 23L3Ac-TrMs · row 23L3Ac-TrMs
LAION-DISCO-12M
Higher Ground
Listed as Cliff Waldron, Paul Williams – Higher Ground (Higher Ground) · Watch on YouTube
youtube_video 8Ep6URQ8mDg · row 8Ep6URQ8mDg
LAION-DISCO-12M
Just For Me
Listed as Paul Williams, The Victory Trio – Just For Me (I'll Meet You In The Gloryland) · Watch on YouTube
youtube_video Yb9Jtfw8Ed0 · row Yb9Jtfw8Ed0
LAION-DISCO-12M
When We're Living On The Other Side
Listed as The Victory Trio, Paul Williams – When We're Living On The Other Side (Where No One Stands Alone) · Watch on YouTube
youtube_video euxgIuPvN6U · row euxgIuPvN6U
LAION-DISCO-12M
I'm Not Afraid To Cross That River
Listed as Paul Williams – I'm Not Afraid To Cross That River (Old Ways & Old Paths) · Watch on YouTube
youtube_video yYp5wC0XT-U · row yYp5wC0XT-U
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.