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 Left 4 Dead, Hellfire, 13 Elm Street
Artist Ghosty on YouTube Music
Yes. Ghosty 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.
Left 4 Dead
Listed as ZCBeats, Ghosty – Left 4 Dead (The Haunting Beat Tape) · Watch on YouTube
youtube_video 6oNFuIc1EKc · row 6oNFuIc1EKc
LAION-DISCO-12M
Hellfire
Listed as ZCBeats, Ghosty – Hellfire (The Haunting Beat Tape) · Watch on YouTube
youtube_video 92ckyVvFCpA · row 92ckyVvFCpA
LAION-DISCO-12M
13 Elm Street
Listed as ZCBeats, Ghosty – 13 Elm Street (The Haunting Beat Tape) · Watch on YouTube
youtube_video KgnwjfPwoyw · row KgnwjfPwoyw
LAION-DISCO-12M
Treats and Tricks
Listed as ZCBeats, Ghosty – Treats and Tricks (The Haunting Beat Tape) · Watch on YouTube
youtube_video V8edpA78Ax4 · row V8edpA78Ax4
LAION-DISCO-12M
Horror Flick
Listed as ZCBeats, Ghosty – Horror Flick (The Haunting Beat Tape) · Watch on YouTube
youtube_video YaAlYzCLZCU · row YaAlYzCLZCU
LAION-DISCO-12M
Paralysis
Listed as ZCBeats, Ghosty – Paralysis (The Haunting Beat Tape) · Watch on YouTube
youtube_video aRiDBEOz2Mk · row aRiDBEOz2Mk
LAION-DISCO-12M
Grim Reaper
Listed as ZCBeats, Ghosty – Grim Reaper (The Haunting Beat Tape) · Watch on YouTube
youtube_video gUiqDXyps8o · row gUiqDXyps8o
LAION-DISCO-12M
Devil's Advocate
Listed as ZCBeats, Ghosty – Devil's Advocate (The Haunting Beat Tape) · Watch on YouTube
youtube_video i5CbtleefY4 · row i5CbtleefY4
LAION-DISCO-12M
Slashers
Listed as ZCBeats, Ghosty – Slashers (The Haunting Beat Tape) · Watch on YouTube
youtube_video o-1ID0YkXWo · row o-1ID0YkXWo
LAION-DISCO-12M
Poltergeist
Listed as ZCBeats, Ghosty – Poltergeist (The Haunting Beat Tape) · Watch on YouTube
youtube_video o65Yjfq4ygw · row o65Yjfq4ygw
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.