Yes. Nothingface has 67 songs listed in a dataset used to train AI music models.

Used for training 67

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 American Love, Make Your Own Bones, Here Come The Butchers

Listed under the artist name 67 songs in LAION-DISCO-12M

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

American Love

Listed as Nothingface – American Love (Violence) · Watch on YouTube

youtube_video -Dtj4iVdx-Y · row -Dtj4iVdx-Y

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Make Your Own Bones

Listed as Nothingface – Make Your Own Bones (Violence) · Watch on YouTube

youtube_video 06-xTvsvACo · row 06-xTvsvACo

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Here Come The Butchers

Listed as Nothingface – Here Come The Butchers (Skeletons) · Watch on YouTube

youtube_video 0VMpdmHJDDY · row 0VMpdmHJDDY

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Piss And Vinegar

Listed as Nothingface – Piss And Vinegar (Violence) · Watch on YouTube

youtube_video 5MbSG6CMIdA · row 5MbSG6CMIdA

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Patricide

Listed as Nothingface – Patricide (Skeletons) · Watch on YouTube

youtube_video 7XCKNvF09tQ · row 7XCKNvF09tQ

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Defaced

Listed as Nothingface – Defaced (Nothingface) · Watch on YouTube

youtube_video 7eOVGgIQFso · row 7eOVGgIQFso

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Lipsdick

Listed as Nothingface – Lipsdick (Pacifier) · Watch on YouTube

youtube_video 8wsqQLWJx8Y · row 8wsqQLWJx8Y

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Big Fun At The Gallows

Listed as Nothingface – Big Fun At The Gallows (Skeletons) · Watch on YouTube

youtube_video 96VJ6UztuXs · row 96VJ6UztuXs

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Deprived

Listed as Nothingface – Deprived (Nothingface) · Watch on YouTube

youtube_video AXW_EnM9bYQ · row AXW_EnM9bYQ

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I, Diablo

Listed as Nothingface – I, Diablo (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video Aa8gzcckFw8 · row Aa8gzcckFw8

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I Wish I Was A Communist

Listed as Nothingface – I Wish I Was A Communist (Skeletons) · Watch on YouTube

youtube_video Ao-x3m-_9Vo · row Ao-x3m-_9Vo

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Godkill

Listed as Nothingface – Godkill (Nothingface) · Watch on YouTube

youtube_video Az_XY-onTdg · row Az_XY-onTdg

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Communion

Listed as Nothingface – Communion (Pacifier) · Watch on YouTube

youtube_video BITBoWbVoqc · row BITBoWbVoqc

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Goldtooth

Listed as Nothingface – Goldtooth (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video H_o2JH18Kl4 · row H_o2JH18Kl4

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Hidden Hands

Listed as Nothingface – Hidden Hands (Violence) · Watch on YouTube

youtube_video JChZYwPffXs · row JChZYwPffXs

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Machination

Listed as Nothingface – Machination (Skeletons) · Watch on YouTube

youtube_video JUVHdcxLpkE · row JUVHdcxLpkE

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Grinning

Listed as Nothingface – Grinning (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video JvCsbopYyg0 · row JvCsbopYyg0

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Murder Is Masturbation

Listed as Nothingface – Murder Is Masturbation (Skeletons) · Watch on YouTube

youtube_video JvxbcA__kLQ · row JvxbcA__kLQ

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Can't Wait For Violence

Listed as Nothingface – Can't Wait For Violence (Violence) · Watch on YouTube

youtube_video LRlltYhKPMI · row LRlltYhKPMI

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Scission

Listed as Nothingface – Scission (Skeletons) · Watch on YouTube

youtube_video LtPs5VAVdqA · row LtPs5VAVdqA

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Sleeper

Listed as Nothingface – Sleeper (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video Nk-VPqk47B4 · row Nk-VPqk47B4

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Breathe Out

Listed as Nothingface – Breathe Out (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video OKHbFnfTjFI · row OKHbFnfTjFI

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So Few

Listed as Nothingface – So Few (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video QA_KvgPT3KY · row QA_KvgPT3KY

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Error in Excellence

Listed as Nothingface – Error in Excellence (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video R8aBNhP9R58 · row R8aBNhP9R58

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Incarnadine

Listed as Nothingface – Incarnadine (Skeletons) · Watch on YouTube

youtube_video SKf4_HVKv74 · row SKf4_HVKv74

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Villains

Listed as Nothingface – Villains (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video ScZlTmAhF5A · row ScZlTmAhF5A

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Beneath

Listed as Nothingface – Beneath (Skeletons) · Watch on YouTube

youtube_video _-pogYyp6XU · row _-pogYyp6XU

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Undercut

Listed as Nothingface – Undercut (Pacifier) · Watch on YouTube

youtube_video _FKf5g8XfLQ · row _FKf5g8XfLQ

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Bleeder

Listed as Nothingface – Bleeder (Violence) · Watch on YouTube

youtube_video _mkvYZEWa74 · row _mkvYZEWa74

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All Cut Up

Listed as Nothingface – All Cut Up (Skeletons) · Watch on YouTube

youtube_video are45X86eLQ · row are45X86eLQ

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Same Solution

Listed as Nothingface – Same Solution (Violence) · Watch on YouTube

youtube_video b2ZL3eJBohw · row b2ZL3eJBohw

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Everlasting Godstopper

Listed as Nothingface – Everlasting Godstopper (Violence) · Watch on YouTube

youtube_video b3jjUdpAzHM · row b3jjUdpAzHM

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Pacifier

Listed as Nothingface – Pacifier (Pacifier) · Watch on YouTube

youtube_video c6sHfRD1rTY · row c6sHfRD1rTY

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Dead Like Me

Listed as Nothingface – Dead Like Me (Violence) · Watch on YouTube

youtube_video crSFjzjBnPc · row crSFjzjBnPc

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One Thing

Listed as Nothingface – One Thing (Pacifier) · Watch on YouTube

youtube_video dBh7LjqcsQM · row dBh7LjqcsQM

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I Am Him

Listed as Nothingface – I Am Him (Skeletons) · Watch on YouTube

youtube_video dnyvgOjMW_U · row dnyvgOjMW_U

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Severed

Listed as Nothingface – Severed (Nothingface) · Watch on YouTube

youtube_video dtttB3zd0d4 · row dtttB3zd0d4

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The Sick

Listed as Nothingface – The Sick (An Audio Guide to Everyday Atrocity) · Watch on YouTube

youtube_video fGcN49UjAko · row fGcN49UjAko

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Ether

Listed as Nothingface – Ether (Skeletons) · Watch on YouTube

youtube_video i8GJQWPZMnU · row i8GJQWPZMnU

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Blue Skin

Listed as Nothingface – Blue Skin (Violence) · Watch on YouTube

youtube_video ixukTBLU_ps · row ixukTBLU_ps

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Useless

Listed as Nothingface – Useless (Pacifier) · Watch on YouTube

youtube_video kzd5uj8GxIo · row kzd5uj8GxIo

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Hitch

Listed as Nothingface – Hitch (Pacifier) · Watch on YouTube

youtube_video m34hCXevNdU · row m34hCXevNdU

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Defaced

Listed as Nothingface – Defaced (Pacifier) · Watch on YouTube

youtube_video mNEXK-izCIc · row mNEXK-izCIc

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Perfect Person

Listed as Nothingface – Perfect Person (Nothingface) · Watch on YouTube

youtube_video mrCUPeGRVdY · row mrCUPeGRVdY

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Perfect Person

Listed as Nothingface – Perfect Person (Pacifier) · Watch on YouTube

youtube_video nCY2tqzqIkY · row nCY2tqzqIkY

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Self Punishment

Listed as Nothingface – Self Punishment (Pacifier) · Watch on YouTube

youtube_video nyAfUn1wOio · row nyAfUn1wOio

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Filthy

Listed as Nothingface – Filthy (Violence) · Watch on YouTube

youtube_video ou9EfAx2tJM · row ou9EfAx2tJM

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Down In Flames

Listed as Nothingface – Down In Flames (Skeletons) · Watch on YouTube

youtube_video pBnoCXAOIoM · row pBnoCXAOIoM

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In Avernus

Listed as Nothingface – In Avernus (Skeletons) · Watch on YouTube

youtube_video xc3uYIwMMxU · row xc3uYIwMMxU

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For All The Sin

Listed as Nothingface – For All The Sin (Violence) · Watch on YouTube

youtube_video xx-bBFt7tcg · row xx-bBFt7tcg

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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.