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 Wow!, Polar Lights, Toscanian Sunset
Artist Barbara Dennerlein on YouTube Music
Yes. Barbara Dennerlein has 9 songs listed in a dataset used to train AI music models.
Listed under the artist name 9 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Wow!
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Wow! (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video 7lA9mcEBP3E · row 7lA9mcEBP3E
LAION-DISCO-12M
Polar Lights
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Polar Lights (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video 9zFrTFww1iw · row 9zFrTFww1iw
LAION-DISCO-12M
Toscanian Sunset
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Toscanian Sunset (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video CSjtEF17Guk · row CSjtEF17Guk
LAION-DISCO-12M
Hot Stuff
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Hot Stuff (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video Md4YRBs4jVM · row Md4YRBs4jVM
LAION-DISCO-12M
My Invitation
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – My Invitation (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video TpsjcC8AD_E · row TpsjcC8AD_E
LAION-DISCO-12M
Top Secret
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Top Secret (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video Z916z55cufc · row Z916z55cufc
LAION-DISCO-12M
Seven Steps To Heaven
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Seven Steps To Heaven (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video cNsgepQrDa4 · row cNsgepQrDa4
LAION-DISCO-12M
Birthday Blues
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Birthday Blues (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video fXLdcgd7pDE · row fXLdcgd7pDE
LAION-DISCO-12M
Killer Joe
Listed as Mitch Watkins, Mark Mondesi, Barbara Dennerlein, Andy Sheppard – Killer Joe (The Enja Heritage Collection: Hot Stuff) · Watch on YouTube
youtube_video yY_pyxVLL_I · row yY_pyxVLL_I
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.