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 Lidl Girl (Magda Remix) (feat. Arno Joey), Oddword, Going Back (Oxia & Miss Kittin Dub) (feat. Arno Joey & Miss Kittin)

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.

Lidl Girl (Magda Remix) (feat. Arno Joey)

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

youtube_video 3rqWeBK0C8c · row 3rqWeBK0C8c

LAION-DISCO-12M

Oddword

Listed as Popof – Oddword (Buddha Bar Meets French Kitchen) · Watch on YouTube

youtube_video 5CWlomZO6Jw · row 5CWlomZO6Jw

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Going Back (Oxia & Miss Kittin Dub) (feat. Arno Joey & Miss Kittin)

Listed as Animal & Me, POPOF – Going Back (Oxia & Miss Kittin Dub) (feat. Arno Joey & Miss Kittin) (Going Back) · Watch on YouTube

youtube_video 64PCC0QImq4 · row 64PCC0QImq4

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I Thought It Was All Over

Listed as POPOF – I Thought It Was All Over (Revival) · Watch on YouTube

youtube_video 67eZ9B1i1SU · row 67eZ9B1i1SU

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Alcoolic (Matt Sassari Remix - Radio Edit)

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

youtube_video 7McIvk_V6DA · row 7McIvk_V6DA

LAION-DISCO-12M

Alcoolic (Spencer Parker's Belvedere Remix)

Listed as Popof – Alcoolic (Spencer Parker's Belvedere Remix) (50 Techno Hits) · Watch on YouTube

youtube_video 7k54-s6JB4k · row 7k54-s6JB4k

LAION-DISCO-12M

You Have Changed (Rap Beat)

Listed as Popof – You Have Changed (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video 8Q_fAKwHH9A · row 8Q_fAKwHH9A

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People Feel the Music

Listed as Popof – People Feel the Music (Buddha Bar Meets French Kitchen) · Watch on YouTube

youtube_video 9m5kKMgKqAY · row 9m5kKMgKqAY

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Nowhere To Go

Listed as POPOF – Nowhere To Go (Paradise EP) · Watch on YouTube

youtube_video CqYxrD-BF0Y · row CqYxrD-BF0Y

LAION-DISCO-12M

Blue Dream (Maetrik Remix)

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

youtube_video DSjJGyu0eYg · row DSjJGyu0eYg

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Revival

Listed as POPOF – Revival (Revival) · Watch on YouTube

youtube_video L2glT7lPpgo · row L2glT7lPpgo

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On The Line

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

youtube_video NcyGHOu57f8 · row NcyGHOu57f8

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Brothers (Rap Beat)

Listed as Skand, Popof – Brothers (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video Q6kOVsQIG2E · row Q6kOVsQIG2E

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One Chance In Three

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

youtube_video SZqE_3dL4_E · row SZqE_3dL4_E

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Alcoolic (Matt Tolfrey & Inxec's Priorities Mix)

Listed as Popof – Alcoolic (Matt Tolfrey & Inxec's Priorities Mix) (50 Techno Hits) · Watch on YouTube

youtube_video Sr-fTF4Y_Jk · row Sr-fTF4Y_Jk

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Lidl Girl (Shaun Reeves & Tuccillo Remix) (feat. Arno Joey)

Listed as POPOF – Lidl Girl (Shaun Reeves & Tuccillo Remix) (feat. Arno Joey) (Lidl Girl) · Watch on YouTube

youtube_video WCVk4g18S3A · row WCVk4g18S3A

LAION-DISCO-12M

Fight (Rap Beat)

Listed as Skand, Popof – Fight (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video XPsaf9iddic · row XPsaf9iddic

LAION-DISCO-12M

Peace (Rap Beat)

Listed as Popof – Peace (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video Y8gI-8d3bXw · row Y8gI-8d3bXw

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Words Gone (Marc Houle Remix) (feat. Arno Joey)

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

youtube_video YlawJrR1-Eg · row YlawJrR1-Eg

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Take Me Home (Latmun Remix)

Listed as Popof, Latmun – Take Me Home (Latmun Remix) (Flashback EP) · Watch on YouTube

youtube_video _ldgf3k3XPs · row _ldgf3k3XPs

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Words Gone (Luciano Remix) (feat. Arno Joey)

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

youtube_video a1nkQ1zoXkY · row a1nkQ1zoXkY

LAION-DISCO-12M

Skylighter (Animal & Me Beast Remix)

Listed as Popof – Skylighter (Animal & Me Beast Remix) (Skylighter) · Watch on YouTube

youtube_video bWh26J5utcw · row bWh26J5utcw

LAION-DISCO-12M

Serenity (ATOEM Remix)

Listed as POPOF – Serenity (ATOEM Remix) (Serenity (Remixes)) · Watch on YouTube

youtube_video cwBK__qF5iI · row cwBK__qF5iI

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Placid Sequencies

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

youtube_video ep0OlbU4C-A · row ep0OlbU4C-A

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Carly (Rap Beat)

Listed as Popof – Carly (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video etKElbROh5w · row etKElbROh5w

LAION-DISCO-12M

Souvenirs (Rap Beat)

Listed as Popof – Souvenirs (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video fjakOVH8pJ8 · row fjakOVH8pJ8

LAION-DISCO-12M

Flashback

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

youtube_video iO1k2aUPMuQ · row iO1k2aUPMuQ

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Trophies (Rap Beat)

Listed as Popof – Trophies (Rap Beat) (Beat Tape Rap Instrumentals, Vol. 1) · Watch on YouTube

youtube_video j-J3_a9cXFc · row j-J3_a9cXFc

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The Chomper (Matt Walsh Remix)

Listed as Popof – The Chomper (Matt Walsh Remix) (Planet Turbo) · Watch on YouTube

youtube_video jHUGX7CwYfQ · row jHUGX7CwYfQ

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Hmmm Well

Listed as POPOF, Jay Lumen – Hmmm Well (Hmmm Well) · Watch on YouTube

youtube_video mEn7LW9_Rr8 · row mEn7LW9_Rr8

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Medusa Kiss (feat. Arno Joey)

Listed as Popof – Medusa Kiss (feat. Arno Joey) (Form Sampler Alpha (Various Artists Compilation)) · Watch on YouTube

youtube_video n2FJjGpOHbQ · row n2FJjGpOHbQ

LAION-DISCO-12M

President

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

youtube_video nUKhZhOiV_Y · row nUKhZhOiV_Y

LAION-DISCO-12M

Twilight

Listed as POPOF – Twilight (Confusion) · Watch on YouTube

youtube_video nglQQdxkeAs · row nglQQdxkeAs

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Outro

Listed as POPOF – Outro (Love Somebody) · Watch on YouTube

youtube_video o2K15AAXaJo · row o2K15AAXaJo

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Vabern (Zentex Remix)

Listed as Popof – Vabern (Zentex Remix) (Vabern EP) · Watch on YouTube

youtube_video p8WZw4F8Lm0 · row p8WZw4F8Lm0

LAION-DISCO-12M

Rubber (SHADED (LA) Thicc Body Remix)

Listed as Popof – Rubber (SHADED (LA) Thicc Body Remix) (Hybrid) · Watch on YouTube

youtube_video pv5NK9g6lsM · row pv5NK9g6lsM

LAION-DISCO-12M

Alcoolic (Paul Woolford's AA Remix)

Listed as Popof – Alcoolic (Paul Woolford's AA Remix) (Ibiza 2020) · Watch on YouTube

youtube_video q8IeW4MQNCA · row q8IeW4MQNCA

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Wonder

Listed as Popof – Wonder (Plusquam Deluxe III (Compiled by Don Vitalo)) · Watch on YouTube

youtube_video rsLCOmw6tyc · row rsLCOmw6tyc

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Take Me Home

Listed as Popof – Take Me Home (Flashback EP) · Watch on YouTube

youtube_video uvjfaImOWnY · row uvjfaImOWnY

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Call Me (Popof Remix)

Listed as Mihalis Safras, Popof, Popof – Call Me (Popof Remix) (Material Remixes EP, Vol. 3) · Watch on YouTube

youtube_video w3E3NF_Cdo8 · row w3E3NF_Cdo8

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Lidl Girl (Kerri Chandler Remix) (feat. Arno Joey)

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

youtube_video xFWfUjVpc3M · row xFWfUjVpc3M

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Keep Colors

Listed as Popof – Keep Colors (President) · Watch on YouTube

youtube_video xUdRkKMlO0M · row xUdRkKMlO0M

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Record In Feat. Arno Joey (feat. Arno Joey)

Listed as Popof – Record In Feat. Arno Joey (feat. Arno Joey) (One Chance in Three) · Watch on YouTube

youtube_video yJbJM3Qn6YU · row yJbJM3Qn6YU

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Serenity (Lutzenkirchen Technotreatment)

Listed as Popof – Serenity (Lutzenkirchen Technotreatment) (FromSixToNine Issue, Vol. 6 (Deep & Tech House Selection)) · Watch on YouTube

youtube_video z5DhppHqNhM · row z5DhppHqNhM

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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.