Yes. Paul Frag has 41 songs listed in a dataset used to train AI music models.

Used for training 41

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 Ηοpe you are fine, Jam Under The Greenbridge, This Is The End

Listed under the artist name 41 songs in LAION-DISCO-12M

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

Ηοpe you are fine

Listed as Paul Frag – Ηοpe you are fine (Fragkenstein) · Watch on YouTube

youtube_video 0nGCdx4T_mY · row 0nGCdx4T_mY

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Jam Under The Greenbridge

Listed as Paul Frag – Jam Under The Greenbridge (Fragkenstein) · Watch on YouTube

youtube_video 0rdnAMgnLlM · row 0rdnAMgnLlM

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This Is The End

Listed as Paul Frag – This Is The End (Fragkenstein) · Watch on YouTube

youtube_video 1JbhkB8QC8c · row 1JbhkB8QC8c

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Capriccio Erotico

Listed as Paul Frag – Capriccio Erotico (Fragkenstein) · Watch on YouTube

youtube_video ATsV9CGbmL8 · row ATsV9CGbmL8

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My Name is Minimal

Listed as Paul Frag – My Name is Minimal (Fragkenstein) · Watch on YouTube

youtube_video EFxA2gG6Vdo · row EFxA2gG6Vdo

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1st Of August

Listed as Paul Frag – 1st Of August (Paul Frag Goes To The Beach) · Watch on YouTube

youtube_video LJPFndwbl-Q · row LJPFndwbl-Q

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Keukenhof Gardens

Listed as Paul Frag – Keukenhof Gardens (Keukenhof Gardens) · Watch on YouTube

youtube_video LrLSkhK3mfw · row LrLSkhK3mfw

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Somebody Stole My Mojo

Listed as Paul Frag – Somebody Stole My Mojo (Somebody Stole My Mojo) · Watch on YouTube

youtube_video MZKGl5SXCls · row MZKGl5SXCls

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In Trance

Listed as Paul Frag – In Trance (In Trance) · Watch on YouTube

youtube_video Oxj1sT6Nnxg · row Oxj1sT6Nnxg

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Taqsim

Listed as Paul Frag – Taqsim (Taqsim) · Watch on YouTube

youtube_video PNOgPE-FTow · row PNOgPE-FTow

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Solo Hijaz

Listed as Paul Frag – Solo Hijaz (Solo Hijaz) · Watch on YouTube

youtube_video Pa4YFpBlSYQ · row Pa4YFpBlSYQ

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Aria on an Upright

Listed as Paul Frag – Aria on an Upright (Aria) · Watch on YouTube

youtube_video QQe9l2CQenw · row QQe9l2CQenw

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Vexations

Listed as Paul Frag – Vexations (Vexations) · Watch on YouTube

youtube_video Qs5BmBtqOQU · row Qs5BmBtqOQU

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Señorita

Listed as Paul Frag – Señorita (Señorita) · Watch on YouTube

youtube_video Tg03Csl8eBw · row Tg03Csl8eBw

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Aria

Listed as Paul Frag – Aria (Aria) · Watch on YouTube

youtube_video UtPNLl04THI · row UtPNLl04THI

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Sérénité

Listed as Paul Frag – Sérénité (Sérénité) · Watch on YouTube

youtube_video Vw_DMX3c9TM · row Vw_DMX3c9TM

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Geysir Jam

Listed as Paul Frag – Geysir Jam (Fragkenstein) · Watch on YouTube

youtube_video WAXLS2568x0 · row WAXLS2568x0

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Gymnopédie, No. 1

Listed as Paul Frag, Erik Satie – Gymnopédie, No. 1 (Gymnopédie, No. 1) · Watch on YouTube

youtube_video Xv4HJpIlTtE · row Xv4HJpIlTtE

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Invitation

Listed as Paul Frag – Invitation (Invitation) · Watch on YouTube

youtube_video Y8mH1B_hrEg · row Y8mH1B_hrEg

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A Little Treat

Listed as Paul Frag – A Little Treat (A Little Treat) · Watch on YouTube

youtube_video _7g6_nE8qis · row _7g6_nE8qis

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La Carnicería

Listed as Paul Frag – La Carnicería (La Carnicería) · Watch on YouTube

youtube_video _FDFz1zngrY · row _FDFz1zngrY

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Miss Raf's Rag

Listed as Paul Frag – Miss Raf's Rag (Miss Raf's Rag) · Watch on YouTube

youtube_video ayR6gO_3emA · row ayR6gO_3emA

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She might be a G

Listed as Paul Frag – She might be a G (She might be a G) · Watch on YouTube

youtube_video bhHr1QQSaJ8 · row bhHr1QQSaJ8

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Dear Jesus, What Have You Done?

Listed as Paul Frag – Dear Jesus, What Have You Done? (Dear Jesus, What Have You Done?) · Watch on YouTube

youtube_video clwsP8xvedQ · row clwsP8xvedQ

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A Little Burglar

Listed as Paul Frag – A Little Burglar (Fragkenstein) · Watch on YouTube

youtube_video cuQEZGsG35o · row cuQEZGsG35o

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Meow!

Listed as Paul Frag – Meow! (Meow!) · Watch on YouTube

youtube_video dONdaTftUqQ · row dONdaTftUqQ

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Balance Ballad(Noc.)

Listed as Paul Frag – Balance Ballad(Noc.) (Balance Ballad) · Watch on YouTube

youtube_video dY2egIdg098 · row dY2egIdg098

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Bill's Motive

Listed as Paul Frag – Bill's Motive (Bill's Motive) · Watch on YouTube

youtube_video fMTWsydYfc8 · row fMTWsydYfc8

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I am a Homosapiens

Listed as Paul Frag – I am a Homosapiens (Fragkenstein) · Watch on YouTube

youtube_video iUhbIztDrfE · row iUhbIztDrfE

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Raw Take

Listed as Paul Frag – Raw Take (Raw Take) · Watch on YouTube

youtube_video jUKeDSpk2yY · row jUKeDSpk2yY

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Prelude

Listed as Paul Frag – Prelude (Fragkenstein) · Watch on YouTube

youtube_video kXGS-44ZQAw · row kXGS-44ZQAw

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U can call me Noiz

Listed as Paul Frag – U can call me Noiz (Fragkenstein) · Watch on YouTube

youtube_video lF9PBGhP07k · row lF9PBGhP07k

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Gnossienne, No.2

Listed as Paul Frag – Gnossienne, No.2 (Gnossienne, No.2) · Watch on YouTube

youtube_video lIBqS0vQVXM · row lIBqS0vQVXM

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Mrs. Asa Benjamin

Listed as Paul Frag – Mrs. Asa Benjamin (Mrs. Asa Benjamin) · Watch on YouTube

youtube_video lWmgmjtHOuI · row lWmgmjtHOuI

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Gymnopédie, No. 3

Listed as Paul Frag – Gymnopédie, No. 3 (Gymnopédie, No. 3) · Watch on YouTube

youtube_video lbQnxZIaB5s · row lbQnxZIaB5s

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The Harp Player

Listed as Paul Frag – The Harp Player (The Harp Player) · Watch on YouTube

youtube_video mEoE0vgi-Ak · row mEoE0vgi-Ak

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The Sad Detective

Listed as Paul Frag – The Sad Detective (The Sad Detective) · Watch on YouTube

youtube_video pbk8OH8RjrM · row pbk8OH8RjrM

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Oxytocin In C

Listed as Paul Frag – Oxytocin In C (Oxytocin In C) · Watch on YouTube

youtube_video txBEMLbG_oc · row txBEMLbG_oc

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Just A jam

Listed as Paul Frag – Just A jam (Paul Frag Goes To The Beach) · Watch on YouTube

youtube_video ykUn3EruRjM · row ykUn3EruRjM

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The Escape

Listed as Paul Frag – The Escape (Fragkenstein) · Watch on YouTube

youtube_video z3AVd-3lubE · row z3AVd-3lubE

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It's Time To Go (Waltz In B Minor)

Listed as Paul Frag – It's Time To Go (Waltz In B Minor) (Paul Frag Goes To The Beach) · Watch on YouTube

youtube_video zKWOSj-rGoU · row zKWOSj-rGoU

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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.