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 Disco Balls, Heartburn, Disco Balls
Artist Digital Mafia on YouTube Music
Yes. Digital Mafia has 6 songs listed in a dataset used to train AI music models.
Listed under the artist name 6 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Disco Balls
Listed as Asha, Digital Mafia – Disco Balls (Fresh Hard Dance Workout (mixed by General Bounce)) · Watch on YouTube
youtube_video DHG64ATjIVU · row DHG64ATjIVU
LAION-DISCO-12M
Heartburn
Listed as Adam Taylor, Digital Mafia – Heartburn (Heartburn) · Watch on YouTube
youtube_video a0yuIjXJLPo · row a0yuIjXJLPo
LAION-DISCO-12M
Disco Balls
Listed as Asha, Digital Mafia – Disco Balls (Cheeky Tracks Weekend Essentials 36) · Watch on YouTube
youtube_video ckgzdJF_ZC0 · row ckgzdJF_ZC0
LAION-DISCO-12M
Rave To The Grave
Listed as Digital Mafia, Mike Taylor – Rave To The Grave (Shed Sessions, Vol 3 (Mixed by Jon Hemming)) · Watch on YouTube
youtube_video oM8KJz45Wwk · row oM8KJz45Wwk
LAION-DISCO-12M
Amanda's On The Run
Listed as Direct, Digital Mafia – Amanda's On The Run (Hard Dance Bangers, Vol. 07) · Watch on YouTube
youtube_video ofuN59sqUcc · row ofuN59sqUcc
LAION-DISCO-12M
Dear Jesse (Mix Cut)
Listed as Digital Mafia, Gaz F, Direct – Dear Jesse (Mix Cut) (The Woolly World Of Digital Mafia) · Watch on YouTube
youtube_video xItPGMI00bs · row xItPGMI00bs
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.