Yes. Atrocity has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 Gottes Tod, Scal of Secrecy, Fire Ignites (Instrumental Version)

Listed under the artist name 147 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Gottes Tod

Listed as Atrocity – Gottes Tod (Willenskraft) · Watch on YouTube

youtube_video 1jWwNh6WG0E · row 1jWwNh6WG0E

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Scal of Secrecy

Listed as Atrocity – Scal of Secrecy (Willenskraft) · Watch on YouTube

youtube_video 2O-EaZhQzkk · row 2O-EaZhQzkk

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Fire Ignites (Instrumental Version)

Listed as Atrocity – Fire Ignites (Instrumental Version) (OKKULT III) · Watch on YouTube

youtube_video 4imL4MFrUFU · row 4imL4MFrUFU

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Tainted Love (Albrin-Mix)

Listed as Atrocity – Tainted Love (Albrin-Mix) (Werk 80) · Watch on YouTube

youtube_video 5rdfw9Q_uz4 · row 5rdfw9Q_uz4

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Keine Heimat

Listed as Atrocity – Keine Heimat (Werk 80 II) · Watch on YouTube

youtube_video 6xA1DCck3CQ · row 6xA1DCck3CQ

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Call of Yesteryear

Listed as Atrocity – Call of Yesteryear (After the Storm) · Watch on YouTube

youtube_video 8W3aoXDWsLw · row 8W3aoXDWsLw

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Gods Of Nations

Listed as Atrocity – Gods Of Nations (Atlantis) · Watch on YouTube

youtube_video DUF5GjKEA-s · row DUF5GjKEA-s

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Phantom Ghost

Listed as Atrocity – Phantom Ghost (OKKULT II) · Watch on YouTube

youtube_video DuxoHMhQ4Tw · row DuxoHMhQ4Tw

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Bloodlust (Undead Trance)

Listed as Atrocity – Bloodlust (Undead Trance) (Die Liebe) · Watch on YouTube

youtube_video FoDdt8l8y-I · row FoDdt8l8y-I

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Hey Little Girl

Listed as Atrocity – Hey Little Girl (Werk 80 II) · Watch on YouTube

youtube_video GEoeHLSiuxI · row GEoeHLSiuxI

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Todessehnsucht

Listed as Atrocity – Todessehnsucht (Nonplusultra) · Watch on YouTube

youtube_video GYGdX9_ZZww · row GYGdX9_ZZww

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Relax

Listed as Atrocity – Relax (Werk 80 II) · Watch on YouTube

youtube_video Gm7BDgCgGNI · row Gm7BDgCgGNI

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Morbid Mind

Listed as Atrocity – Morbid Mind (Atlantis) · Watch on YouTube

youtube_video HNvyDfx09Zs · row HNvyDfx09Zs

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Blue Blood

Listed as Atrocity – Blue Blood (Halluciations/The Hunt) · Watch on YouTube

youtube_video Ib7qYCkpPwk · row Ib7qYCkpPwk

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Shake Your Heads

Listed as Atrocity – Shake Your Heads (Nonplusultra) · Watch on YouTube

youtube_video JULDiEyl6f8 · row JULDiEyl6f8

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Defeated Intellect

Listed as Atrocity – Defeated Intellect (Halluciations/The Hunt) · Watch on YouTube

youtube_video K0gG6HZLsr8 · row K0gG6HZLsr8

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Ichor

Listed as Atrocity – Ichor (Atlantis) · Watch on YouTube

youtube_video KlMFeV-eR-A · row KlMFeV-eR-A

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Into The Maze

Listed as Atrocity – Into The Maze (Blut) · Watch on YouTube

youtube_video MEWO_cXGKQ4 · row MEWO_cXGKQ4

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Apocalypse

Listed as Atrocity – Apocalypse (Atlantis) · Watch on YouTube

youtube_video Poq4Yfz-574 · row Poq4Yfz-574

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Die Todgeweihten

Listed as Atrocity – Die Todgeweihten (Nonplusultra) · Watch on YouTube

youtube_video RlkE91hXhHY · row RlkE91hXhHY

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Trial

Listed as Atrocity – Trial (Blut) · Watch on YouTube

youtube_video TmzQl0DSfIs · row TmzQl0DSfIs

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The Sun Always Shines on TV

Listed as Atrocity – The Sun Always Shines on TV (Die Gottlosen Jahre - Live in Wacken) · Watch on YouTube

youtube_video V7mMds3WfW0 · row V7mMds3WfW0

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All Men Must Die

Listed as Atrocity – All Men Must Die (OKKULT II) · Watch on YouTube

youtube_video VSJTb76NHwg · row VSJTb76NHwg

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Death by Metal

Listed as Atrocity – Death by Metal (Okkult) · Watch on YouTube

youtube_video XQCa-qEgWTc · row XQCa-qEgWTc

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Abyss of Addiction

Listed as Atrocity – Abyss of Addiction (Halluciations/The Hunt) · Watch on YouTube

youtube_video XvsZqb_0O2g · row XvsZqb_0O2g

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Priest Of Plague

Listed as Atrocity – Priest Of Plague (OKKULT III) · Watch on YouTube

youtube_video ZROigytA0Lo · row ZROigytA0Lo

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Devil's Covenant (feat. LG Petrov)

Listed as Atrocity – Devil's Covenant (feat. LG Petrov) (OKKULT II) · Watch on YouTube

youtube_video b1cDNESO6-w · row b1cDNESO6-w

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We Are Degeneration

Listed as Atrocity – We Are Degeneration (Willenskraft) · Watch on YouTube

youtube_video cYQLCs18Wxo · row cYQLCs18Wxo

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Spell of Blood

Listed as Atrocity – Spell of Blood (OKKULT II) · Watch on YouTube

youtube_video c_bMXiatKzY · row c_bMXiatKzY

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Blue Moon

Listed as Atrocity – Blue Moon (Nonplusultra) · Watch on YouTube

youtube_video ceC08yiZjwo · row ceC08yiZjwo

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Last Temptation

Listed as Atrocity – Last Temptation (Halluciations/The Hunt) · Watch on YouTube

youtube_video dZn7jt7xDd0 · row dZn7jt7xDd0

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Fade To Grey

Listed as Atrocity – Fade To Grey (Die Gottlosen Jahre - Live in Wacken) · Watch on YouTube

youtube_video fen2Rc49I9U · row fen2Rc49I9U

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Gates to Oblivion (feat. Marc Grewe)

Listed as Atrocity – Gates to Oblivion (feat. Marc Grewe) (OKKULT II) · Watch on YouTube

youtube_video h7zh125JfxI · row h7zh125JfxI

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Hold Out (To the End)

Listed as Atrocity – Hold Out (To the End) (Halluciations/The Hunt) · Watch on YouTube

youtube_video hhm5-r6JlGQ · row hhm5-r6JlGQ

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Lycanthropia

Listed as Atrocity – Lycanthropia (OKKULT III) · Watch on YouTube

youtube_video htfiZMINia4 · row htfiZMINia4

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Unschuld

Listed as Atrocity – Unschuld (Die Liebe) · Watch on YouTube

youtube_video jKNruzFArZU · row jKNruzFArZU

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Deliverance (Come to My World Mix)

Listed as Atrocity – Deliverance (Come to My World Mix) (Willenskraft) · Watch on YouTube

youtube_video jXHxbjX9_O0 · row jXHxbjX9_O0

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A New Arrival

Listed as Atrocity – A New Arrival (After the Storm) · Watch on YouTube

youtube_video l9NTLJiBi9g · row l9NTLJiBi9g

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Superior Race

Listed as Atrocity – Superior Race (Atlantis) · Watch on YouTube

youtube_video nOS4aIOHKTk · row nOS4aIOHKTk

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Bloodshed and Triumph

Listed as Atrocity – Bloodshed and Triumph (OKKULT II) · Watch on YouTube

youtube_video nohB-VR9u1w · row nohB-VR9u1w

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Murder Blood Assassination

Listed as Atrocity – Murder Blood Assassination (Okkult) · Watch on YouTube

youtube_video pU60LSNDVnA · row pU60LSNDVnA

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Verschwende Deine Jugend

Listed as Atrocity – Verschwende Deine Jugend (Werk 80) · Watch on YouTube

youtube_video pdYiAjZ7XKc · row pdYiAjZ7XKc

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Miss Directed

Listed as Atrocity – Miss Directed (Blut) · Watch on YouTube

youtube_video q8-z3xsOEMk · row q8-z3xsOEMk

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The Golden Dawn

Listed as Atrocity – The Golden Dawn (OKKULT II) · Watch on YouTube

youtube_video ro6R6UOLiXk · row ro6R6UOLiXk

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Atlantean Empire

Listed as Atrocity – Atlantean Empire (Atlantis) · Watch on YouTube

youtube_video vXBynx_6WJA · row vXBynx_6WJA

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Listed as Atrocity – More (Black Waves of Adrenochrome (The Sisters of Mercy Tribute)) · Watch on YouTube

youtube_video w9EFlW2WW9Q · row w9EFlW2WW9Q

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Clash of the titans

Listed as Atrocity – Clash of the titans (Die Gottlosen Jahre - Live in Wacken) · Watch on YouTube

youtube_video wtZU-nREuws · row wtZU-nREuws

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Infernal Sabbath

Listed as Atrocity – Infernal Sabbath (OKKULT II) · Watch on YouTube

youtube_video xWrsk97kWmk · row xWrsk97kWmk

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Die Liebe

Listed as Atrocity – Die Liebe (Die Liebe) · Watch on YouTube

youtube_video xlU3AQmU5Do · row xlU3AQmU5Do

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Teufelsmarsch (feat. Robse Dahn & Misstiq)

Listed as Atrocity – Teufelsmarsch (feat. Robse Dahn & Misstiq) (OKKULT III) · Watch on YouTube

youtube_video zEiyzEOICOU · row zEiyzEOICOU

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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.

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.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

Is this you?

Check another name

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.