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 STALKING THE VICTIM, CRUCIAL EVIDENCE, AUTOPSY
Artist Ben Ashford on YouTube Music
Yes. Ben Ashford 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.
STALKING THE VICTIM
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – STALKING THE VICTIM (Documentary - Crime) · Watch on YouTube
youtube_video 0pbmNcsrtR8 · row 0pbmNcsrtR8
LAION-DISCO-12M
CRUCIAL EVIDENCE
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – CRUCIAL EVIDENCE (Documentary - Crime) · Watch on YouTube
youtube_video CaIyHdLl71c · row CaIyHdLl71c
LAION-DISCO-12M
AUTOPSY
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – AUTOPSY (Documentary - Crime) · Watch on YouTube
youtube_video Cn9F6zi6cUY · row Cn9F6zi6cUY
LAION-DISCO-12M
MYSTERIOUS CIRCUMSTANCES
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – MYSTERIOUS CIRCUMSTANCES (Documentary - Crime) · Watch on YouTube
youtube_video UYmibZLYhbQ · row UYmibZLYhbQ
LAION-DISCO-12M
GOING UNDERCOVER
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – GOING UNDERCOVER (Documentary - Crime) · Watch on YouTube
youtube_video ZwlAsbINWz8 · row ZwlAsbINWz8
LAION-DISCO-12M
Cyber Crime
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – Cyber Crime (Documentary - Crime) · Watch on YouTube
youtube_video _orArjWjZ-I · row _orArjWjZ-I
LAION-DISCO-12M
PRECIOUS SECONDS
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – PRECIOUS SECONDS (Documentary - Crime) · Watch on YouTube
youtube_video faOqK07JelM · row faOqK07JelM
LAION-DISCO-12M
GANGLAND
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – GANGLAND (Documentary - Crime) · Watch on YouTube
youtube_video jIDqYNCNpdk · row jIDqYNCNpdk
LAION-DISCO-12M
TERRORIST THREAT
Listed as Adam Saunders, Mark Stephen Cousins, Ben Ashford – TERRORIST THREAT (Documentary - Crime) · Watch on YouTube
youtube_video o0f2a_HTRos · row o0f2a_HTRos
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.