Yes. Overkill has 139 songs listed in a dataset used to train AI music models.

Used for training 139

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 Welcome to the Garden State, Horrorscope, I Hear Black

Listed under the artist name 139 songs in LAION-DISCO-12M

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

Welcome to the Garden State

Listed as Overkill – Welcome to the Garden State (The Wings of War) · Watch on YouTube

youtube_video 0Pg8_9c3eUk · row 0Pg8_9c3eUk

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Horrorscope

Listed as Overkill – Horrorscope (Horrorscope) · Watch on YouTube

youtube_video 0wBpdcWqnm0 · row 0wBpdcWqnm0

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I Hear Black

Listed as Overkill – I Hear Black (I Hear Black) · Watch on YouTube

youtube_video 21FYR4kqvuI · row 21FYR4kqvuI

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Ironbound

Listed as Overkill – Ironbound (Ironbound) · Watch on YouTube

youtube_video 4MN8WfYtWMs · row 4MN8WfYtWMs

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World of Hurt

Listed as Overkill – World of Hurt (I Hear Black) · Watch on YouTube

youtube_video 5e3VJnWo-zU · row 5e3VJnWo-zU

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Drunken Wisdom

Listed as Overkill – Drunken Wisdom (Under the Influence) · Watch on YouTube

youtube_video 5zRGrPC8yGg · row 5zRGrPC8yGg

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Infectious

Listed as Overkill – Infectious (Horrorscope) · Watch on YouTube

youtube_video 63cpRu2QnRY · row 63cpRu2QnRY

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Scorched

Listed as Overkill – Scorched (Scorched) · Watch on YouTube

youtube_video 64eVO-at7kc · row 64eVO-at7kc

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Blood Money

Listed as Overkill – Blood Money (Horrorscope) · Watch on YouTube

youtube_video A59LX6nP-qQ · row A59LX6nP-qQ

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Soulitude

Listed as Overkill – Soulitude (Horrorscope) · Watch on YouTube

youtube_video AsTYWIabyx0 · row AsTYWIabyx0

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Thanx for Nothin'

Listed as Overkill – Thanx for Nothin' (Horrorscope) · Watch on YouTube

youtube_video B2eF51jHFXw · row B2eF51jHFXw

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Goddamn Trouble

Listed as Overkill – Goddamn Trouble (The Grinding Wheel) · Watch on YouTube

youtube_video DABlk3Ny0NQ · row DABlk3Ny0NQ

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Bitter Pill

Listed as Overkill – Bitter Pill (White Devil Armory) · Watch on YouTube

youtube_video EsxVT7xt-Wc · row EsxVT7xt-Wc

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Bring Me the Night

Listed as Overkill – Bring Me the Night (Ironbound) · Watch on YouTube

youtube_video FHyA6OCeU-M · row FHyA6OCeU-M

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Coma

Listed as Overkill – Coma (Horrorscope) · Watch on YouTube

youtube_video FbTVVXNm9IM · row FbTVVXNm9IM

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Playing with Spiders / Skullkrusher

Listed as Overkill – Playing with Spiders / Skullkrusher (The Years of Decay) · Watch on YouTube

youtube_video Ftk101psq2c · row Ftk101psq2c

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Necroshine

Listed as Overkill – Necroshine (Necroshine) · Watch on YouTube

youtube_video HP2tcwKhOxk · row HP2tcwKhOxk

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Shred

Listed as Overkill – Shred (Under the Influence) · Watch on YouTube

youtube_video Iy-1B2pY7vs · row Iy-1B2pY7vs

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Spiritual Void

Listed as Overkill – Spiritual Void (I Hear Black) · Watch on YouTube

youtube_video JAmtlPf2p-s · row JAmtlPf2p-s

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Mean, Green, Killing Machine

Listed as Overkill – Mean, Green, Killing Machine (The Grinding Wheel) · Watch on YouTube

youtube_video OFAdLIYk5ws · row OFAdLIYk5ws

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Hello from the Gutter

Listed as Overkill – Hello from the Gutter (Under the Influence) · Watch on YouTube

youtube_video O_G70-9lAhg · row O_G70-9lAhg

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In Union We Stand

Listed as Overkill – In Union We Stand (Taking Over) · Watch on YouTube

youtube_video OvBnBsGhikg · row OvBnBsGhikg

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The Years of Decay

Listed as Overkill – The Years of Decay (The Years of Decay) · Watch on YouTube

youtube_video PYJ1tvGwz4Q · row PYJ1tvGwz4Q

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Wicked Place

Listed as Overkill – Wicked Place (Scorched) · Watch on YouTube

youtube_video TTh7CULXdM4 · row TTh7CULXdM4

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Evil Never Dies

Listed as Overkill – Evil Never Dies (The Years of Decay) · Watch on YouTube

youtube_video WgRnRZ_b4AM · row WgRnRZ_b4AM

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Nothing to Die For

Listed as Overkill – Nothing to Die For (The Years of Decay) · Watch on YouTube

youtube_video XL2VhatMCiI · row XL2VhatMCiI

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Long Time Dyin'

Listed as Overkill – Long Time Dyin' (From the Underground and Below) · Watch on YouTube

youtube_video XVhOUjAhWz0 · row XVhOUjAhWz0

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Where It Hurts

Listed as Overkill – Where It Hurts (W.F.O.) · Watch on YouTube

youtube_video XvzPT2ySnHo · row XvzPT2ySnHo

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Who Tends the Fire

Listed as Overkill – Who Tends the Fire (The Years of Decay) · Watch on YouTube

youtube_video Y2_D2E8h_qQ · row Y2_D2E8h_qQ

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Goin' Home

Listed as Overkill – Goin' Home (Scorched) · Watch on YouTube

youtube_video ZF8RAkbCc3s · row ZF8RAkbCc3s

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I Hate

Listed as Overkill – I Hate (The Years of Decay) · Watch on YouTube

youtube_video ZgWkgTiLnFk · row ZgWkgTiLnFk

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Birth of Tension

Listed as Overkill – Birth of Tension (The Years of Decay) · Watch on YouTube

youtube_video aUhBfSryilU · row aUhBfSryilU

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Frankenstein

Listed as Overkill – Frankenstein (Horrorscope) · Watch on YouTube

youtube_video b-V5Qh5WD3U · row b-V5Qh5WD3U

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Twist of the Wick

Listed as Overkill – Twist of the Wick (Scorched) · Watch on YouTube

youtube_video cQj3uPmeFqo · row cQj3uPmeFqo

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Elimination

Listed as Overkill – Elimination (The Years of Decay) · Watch on YouTube

youtube_video e1sDFdsDZY0 · row e1sDFdsDZY0

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Shine On

Listed as Overkill – Shine On (The Grinding Wheel) · Watch on YouTube

youtube_video eiX1PKdofZg · row eiX1PKdofZg

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Electro-Violence

Listed as Overkill – Electro-Violence (Taking Over) · Watch on YouTube

youtube_video gLMxBuie4Rs · row gLMxBuie4Rs

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Powersurge

Listed as Overkill – Powersurge (Taking Over) · Watch on YouTube

youtube_video iGZUJAx_Ubs · row iGZUJAx_Ubs

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Deny the Cross

Listed as Overkill – Deny the Cross (Taking Over) · Watch on YouTube

youtube_video iKD89qPjJUU · row iKD89qPjJUU

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The Green and Black

Listed as Overkill – The Green and Black (Ironbound) · Watch on YouTube

youtube_video kWG8bZ0zgMQ · row kWG8bZ0zgMQ

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Fear His Name

Listed as Overkill – Fear His Name (Taking Over) · Watch on YouTube

youtube_video lG4_FIb4ZyA · row lG4_FIb4ZyA

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Certifiable

Listed as Overkill – Certifiable (The Killing Kind) · Watch on YouTube

youtube_video mPrBSK2OZ7I · row mPrBSK2OZ7I

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The Surgeon

Listed as Overkill – The Surgeon (Scorched) · Watch on YouTube

youtube_video mQ6H8Ld5TeY · row mQ6H8Ld5TeY

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Electric Rattlesnake

Listed as Overkill – Electric Rattlesnake (The Electric Age) · Watch on YouTube

youtube_video mvs9uhVTNS4 · row mvs9uhVTNS4

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New Machine

Listed as Overkill – New Machine (Horrorscope) · Watch on YouTube

youtube_video p4OE67vUJKA · row p4OE67vUJKA

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Armorist

Listed as Overkill – Armorist (White Devil Armory) · Watch on YouTube

youtube_video qW5WGaqJXYg · row qW5WGaqJXYg

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Nice Day... For a Funeral

Listed as Overkill – Nice Day... For a Funeral (Horrorscope) · Watch on YouTube

youtube_video smFl2DUq1UA · row smFl2DUq1UA

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Last Man Standing

Listed as Overkill – Last Man Standing (The Wings of War) · Watch on YouTube

youtube_video ttzxGjx8l8k · row ttzxGjx8l8k

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Time to Kill

Listed as Overkill – Time to Kill (The Years of Decay) · Watch on YouTube

youtube_video xtESOqPhL6k · row xtESOqPhL6k

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Wrecking Crew

Listed as Overkill – Wrecking Crew (Taking Over) · Watch on YouTube

youtube_video y5CJzm6lEc8 · row y5CJzm6lEc8

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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.