Yes. POPOF has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Going Back (Luca Donzelli & Mar-T Remix) (feat. Arno Joey), Alcoolic (Matt Sassari Remix), Alone in the Dark

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Going Back (Luca Donzelli & Mar-T Remix) (feat. Arno Joey)

Listed as Animal & Me, POPOF – Going Back (Luca Donzelli & Mar-T Remix) (feat. Arno Joey) (Going Back) · Watch on YouTube

youtube_video 0aAS0CWUfqg · row 0aAS0CWUfqg

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Alcoolic (Matt Sassari Remix)

Listed as Popof – Alcoolic (Matt Sassari Remix) (Alcoolic (Matt Sassari Remix)) · Watch on YouTube

youtube_video 1m7XaMES2aY · row 1m7XaMES2aY

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Alone in the Dark

Listed as POPOF – Alone in the Dark (Confusion) · Watch on YouTube

youtube_video 2X2NhnFKyQk · row 2X2NhnFKyQk

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W.T.A

Listed as Popof – W.T.A (Bowo) · Watch on YouTube

youtube_video 3DdTKNnYJ_E · row 3DdTKNnYJ_E

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Black Jesus

Listed as Popof – Black Jesus (Vabern EP) · Watch on YouTube

youtube_video 4L3qD3w-SVw · row 4L3qD3w-SVw

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Hooker

Listed as Popof – Hooker (Kronic EP) · Watch on YouTube

youtube_video 4jq0WTa3xKg · row 4jq0WTa3xKg

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Serenity (Pig&Dan Remix)

Listed as POPOF – Serenity (Pig&Dan Remix) (Serenity (Remixes)) · Watch on YouTube

youtube_video 7HuKpoEnDtU · row 7HuKpoEnDtU

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Hangover feat. Arno Joey (feat. Arno Joey)

Listed as Popof, Animal And Me – Hangover feat. Arno Joey (feat. Arno Joey) (Cocoon 100) · Watch on YouTube

youtube_video 7K-igNFnskA · row 7K-igNFnskA

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Get Together (feat. Arno Joey)

Listed as POPOF – Get Together (feat. Arno Joey) (Love Somebody) · Watch on YouTube

youtube_video B5XI2OXagf0 · row B5XI2OXagf0

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Going Back (Eats Everything Remix) (feat. Arno Joey)

Listed as Animal & Me, POPOF – Going Back (Eats Everything Remix) (feat. Arno Joey) (Going Back) · Watch on YouTube

youtube_video CMC17wlJARc · row CMC17wlJARc

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The Striker

Listed as Popof – The Striker (Bowo) · Watch on YouTube

youtube_video Cw94hplopII · row Cw94hplopII

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Open Head (Extended Mix)

Listed as Popof – Open Head (Extended Mix) (Open Head) · Watch on YouTube

youtube_video Cx8xeZXa6K0 · row Cx8xeZXa6K0

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The Chomper (LSD Version)

Listed as Popof – The Chomper (LSD Version) (FABRICLIVE41:Simian Mobile Disco) · Watch on YouTube

youtube_video GfrVlFfcw7U · row GfrVlFfcw7U

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Bastille

Listed as Captain Mustache, Popof – Bastille (Bastille) · Watch on YouTube

youtube_video GsvIMj9_6cQ · row GsvIMj9_6cQ

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RTB (Extended Mix)

Listed as Popof – RTB (Extended Mix) (Open Head) · Watch on YouTube

youtube_video IZbSr2O9yNs · row IZbSr2O9yNs

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Hmmm Well

Listed as Popof, Jay Lumen – Hmmm Well (Amnesia Ibiza Essentials 2011) · Watch on YouTube

youtube_video KwBfilRUHrM · row KwBfilRUHrM

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Silicone (Sacha Robotti Remix)

Listed as Popof – Silicone (Sacha Robotti Remix) (Hybrid) · Watch on YouTube

youtube_video LvLUAoILQKQ · row LvLUAoILQKQ

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Silicone

Listed as Popof – Silicone (Hybrid) · Watch on YouTube

youtube_video MFkXt1ClrPU · row MFkXt1ClrPU

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Going Back (Lee Foss Remix) (feat. Arno Joey)

Listed as Animal & Me, POPOF – Going Back (Lee Foss Remix) (feat. Arno Joey) (Going Back) · Watch on YouTube

youtube_video Pr3wlO_nopM · row Pr3wlO_nopM

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Have To Be

Listed as POPOF – Have To Be (Love Somebody) · Watch on YouTube

youtube_video PrTpkQDjZ7I · row PrTpkQDjZ7I

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Lost Thought, Pt. 1

Listed as Popof – Lost Thought, Pt. 1 (Underground Top 50) · Watch on YouTube

youtube_video SoIWinrEzao · row SoIWinrEzao

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Rotation

Listed as Julian Jeweil, Popof – Rotation (Dance Escape) · Watch on YouTube

youtube_video UoLMdRNmooY · row UoLMdRNmooY

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Hockner

Listed as Popof – Hockner (Blue Dream) · Watch on YouTube

youtube_video Vs_qY6HPdRc · row Vs_qY6HPdRc

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The Final Whistle

Listed as Elite Force, Delon, Dalcan, Popof – The Final Whistle (Revamped) · Watch on YouTube

youtube_video _52aGALhpE0 · row _52aGALhpE0

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Gold

Listed as Popof, Mumbai Science – Gold (Gold EP) · Watch on YouTube

youtube_video b5mIKISn0qQ · row b5mIKISn0qQ

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Non Sense

Listed as Popof – Non Sense (Dust Storm) · Watch on YouTube

youtube_video bB43-DH-zr0 · row bB43-DH-zr0

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Mind Access

Listed as Popof – Mind Access (Mind Access - EP) · Watch on YouTube

youtube_video bKg8dkQMUec · row bKg8dkQMUec

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Alcoolic (Emery Warman Remix)

Listed as Popof – Alcoolic (Emery Warman Remix) (Alcoolic (Emery Warman Remix)) · Watch on YouTube

youtube_video bapE1OX1WpE · row bapE1OX1WpE

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Words Gone (Jamie Jones Remix) (feat. Arno Joey)

Listed as POPOF – Words Gone (Jamie Jones Remix) (feat. Arno Joey) (Words Gone) · Watch on YouTube

youtube_video c3S5lkHcctE · row c3S5lkHcctE

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Good Grass

Listed as Popof – Good Grass (Gold EP) · Watch on YouTube

youtube_video eKKdjKs9jR8 · row eKKdjKs9jR8

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Pack N Rollin'

Listed as POPOF – Pack N Rollin' (Love Somebody) · Watch on YouTube

youtube_video g5TusFmMPTE · row g5TusFmMPTE

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La Nuit

Listed as Popof, Captain Mustache – La Nuit (La Nuit) · Watch on YouTube

youtube_video gFdS0SbQJ_4 · row gFdS0SbQJ_4

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One Two

Listed as POPOF – One Two (Repopulate Miami EP) · Watch on YouTube

youtube_video iMkG3D1tOCQ · row iMkG3D1tOCQ

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Blue Dream

Listed as Popof – Blue Dream (Blue Dream) · Watch on YouTube

youtube_video jH9lPEvHy2Y · row jH9lPEvHy2Y

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Lidl Girl (Carl Cox Remix) (feat. Arno Joey)

Listed as POPOF – Lidl Girl (Carl Cox Remix) (feat. Arno Joey) (Lidl Girl) · Watch on YouTube

youtube_video jwa2kuJtnB0 · row jwa2kuJtnB0

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Summer Passion

Listed as Arno Joey, Popof – Summer Passion (One Chance In Three EP) · Watch on YouTube

youtube_video kY1uQ4VoRqg · row kY1uQ4VoRqg

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Serenity (Lutzenkirchen Remix)

Listed as Popof – Serenity (Lutzenkirchen Remix) (Serenity) · Watch on YouTube

youtube_video l2ID9v2b2hU · row l2ID9v2b2hU

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E-Doser

Listed as Popof – E-Doser (High & Down EP) · Watch on YouTube

youtube_video lgnO9PD4cOg · row lgnO9PD4cOg

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H2O

Listed as Popof, Arno Joey – H2O (Different) · Watch on YouTube

youtube_video p42CkOor1VY · row p42CkOor1VY

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Vaporizer

Listed as Popof – Vaporizer (Enforced) · Watch on YouTube

youtube_video qhgec23owRE · row qhgec23owRE

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Dancing Moon

Listed as Popof – Dancing Moon (Blue Dream) · Watch on YouTube

youtube_video rPti9-nWyGk · row rPti9-nWyGk

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I Want You

Listed as POPOF – I Want You (Love Somebody) · Watch on YouTube

youtube_video rn8aMBJuO2Y · row rn8aMBJuO2Y

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No Way

Listed as Popof – No Way (Mind Access - EP) · Watch on YouTube

youtube_video sfq6TvCzlwQ · row sfq6TvCzlwQ

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Acloolic

Listed as Popof – Acloolic (Nervous Nitelife: Space Miami) · Watch on YouTube

youtube_video tbLDHIbIowo · row tbLDHIbIowo

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Back Together

Listed as Popof, Olivier Giacomotto – Back Together (Toolroom Records Ibiza 2012, Vol. 1) · Watch on YouTube

youtube_video uMHmR59ZO20 · row uMHmR59ZO20

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Carbon

Listed as Julian Jeweil, Popof – Carbon (Dance Escape) · Watch on YouTube

youtube_video urkqlPnAVpo · row urkqlPnAVpo

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Enforced

Listed as Popof – Enforced (Enforced) · Watch on YouTube

youtube_video wwG5nXQGvd4 · row wwG5nXQGvd4

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Rubber

Listed as Popof – Rubber (Hybrid) · Watch on YouTube

youtube_video xDSRvn7ydXk · row xDSRvn7ydXk

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Kronic

Listed as Popof – Kronic (Kronic EP) · Watch on YouTube

youtube_video zVunhau_e6o · row zVunhau_e6o

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Stereos and Such

Listed as Popof – Stereos and Such (This Is Frankfurt) · Watch on YouTube

youtube_video zqkr9vxWMyk · row zqkr9vxWMyk

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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.