Yes. Marc DePulse has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Lionel, Slapstick (David Granha Remix), No Sleep (Nikko.Z Alt Mix)

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Lionel

Listed as Marc DePulse – Lionel (Lionel EP) · Watch on YouTube

youtube_video 1DalBg75Nqs · row 1DalBg75Nqs

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Slapstick (David Granha Remix)

Listed as Marc DePulse – Slapstick (David Granha Remix) (Famekiller) · Watch on YouTube

youtube_video 1mCyyxV2KgI · row 1mCyyxV2KgI

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No Sleep (Nikko.Z Alt Mix)

Listed as Marc DePulse – No Sleep (Nikko.Z Alt Mix) (The Swarm) · Watch on YouTube

youtube_video 2n5bcma05DI · row 2n5bcma05DI

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Ego Rex

Listed as Marc DePulse & Several Definitions – Ego Rex (Selador 5th Birthday EP, Pt. 3) · Watch on YouTube

youtube_video 2px3dnwxVqw · row 2px3dnwxVqw

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Think Twice (Animal Trainer remix)

Listed as Marc DePulse – Think Twice (Animal Trainer remix) (Think Twice EP) · Watch on YouTube

youtube_video 3r1vIdXzoTE · row 3r1vIdXzoTE

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Imagine

Listed as Marc DePulse – Imagine (No Place Like Home) · Watch on YouTube

youtube_video 5taK1zTxua0 · row 5taK1zTxua0

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Eiger Nord

Listed as Marc DePulse – Eiger Nord (Ferner Liefen) · Watch on YouTube

youtube_video 6dsYl6iP47s · row 6dsYl6iP47s

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Westbalkon (Instrumental)

Listed as marc depulse – Westbalkon (Instrumental) (Westbalkon) · Watch on YouTube

youtube_video 6dxkkQhBZBc · row 6dxkkQhBZBc

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Etepetete (Acado Remix)

Listed as Marc DePulse – Etepetete (Acado Remix) (Estrelle / Etepetete) · Watch on YouTube

youtube_video 6icSIKDZpmA · row 6icSIKDZpmA

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No Need to Worry (feat. Hollis P Monroe)

Listed as Marc DePulse, Overnite – No Need to Worry (feat. Hollis P Monroe) (No Need To Worry, Pt. 1) · Watch on YouTube

youtube_video 7R94IncdEnI · row 7R94IncdEnI

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Chasing Jane

Listed as Marc DePulse – Chasing Jane (Peter & Jane) · Watch on YouTube

youtube_video 8__1n2wccKw · row 8__1n2wccKw

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While You Were Sleeping

Listed as Marc DePulse – While You Were Sleeping (Current Mood EP) · Watch on YouTube

youtube_video 8pzI_lFh5bg · row 8pzI_lFh5bg

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Prince Charming

Listed as Marc DePulse – Prince Charming (Kontrollverlust) · Watch on YouTube

youtube_video 9GCLRM54P34 · row 9GCLRM54P34

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Eiger Nord (The Glitz Remix)

Listed as Marc DePulse – Eiger Nord (The Glitz Remix) (Ferner Liefen) · Watch on YouTube

youtube_video A5TsAjAUg74 · row A5TsAjAUg74

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Miami Nice (Dirty Doering Remix)

Listed as Marc DePulse – Miami Nice (Dirty Doering Remix) (Miami Nice) · Watch on YouTube

youtube_video Bkqs3V3YSHE · row Bkqs3V3YSHE

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Kein Kind von Traurigkeit (Live Version)

Listed as Marc DePulse – Kein Kind von Traurigkeit (Live Version) (EX) · Watch on YouTube

youtube_video C4qOjo-XDPM · row C4qOjo-XDPM

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Down to Earth

Listed as Marc DePulse – Down to Earth (Bella Mar 08) · Watch on YouTube

youtube_video CqtZgmw-X_A · row CqtZgmw-X_A

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Raising Down (iPlay Vrs)

Listed as Marc Depulse – Raising Down (iPlay Vrs) (iPlay Electro House) · Watch on YouTube

youtube_video DtTJGuhCzvM · row DtTJGuhCzvM

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Animal feat. Cari Golden (feat. Cari Golden)

Listed as Marc DePulse – Animal feat. Cari Golden (feat. Cari Golden) (Animal feat. Cari Golden) · Watch on YouTube

youtube_video FaDDObolDAc · row FaDDObolDAc

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Lucky Punch (Pablo Discobar & Dr. Gonzo Remix)

Listed as Marc DePulse – Lucky Punch (Pablo Discobar & Dr. Gonzo Remix) (Lucky Punch E.P.) · Watch on YouTube

youtube_video Hc7E2rIwMhw · row Hc7E2rIwMhw

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Lions

Listed as Several Definitions, Marc DePulse – Lions (Birds & Lions EP) · Watch on YouTube

youtube_video I7bsDctEHP8 · row I7bsDctEHP8

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Snarewolf (Paul Ursin Remix)

Listed as Marc DePulse – Snarewolf (Paul Ursin Remix) (Snarewolf) · Watch on YouTube

youtube_video Mzob3mNAGK4 · row Mzob3mNAGK4

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Stereo

Listed as Marc DePulse, Boe van Berg – Stereo (Nimm dir was du brauchst) · Watch on YouTube

youtube_video OfhME7mrXK8 · row OfhME7mrXK8

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Last Day On Earth

Listed as Marc DePulse – Last Day On Earth (Last Day On Earth) · Watch on YouTube

youtube_video S5biSuNpHEI · row S5biSuNpHEI

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Her Fragrance

Listed as Marc DePulse – Her Fragrance (Kontrollverlust) · Watch on YouTube

youtube_video U7gBPyBWLsM · row U7gBPyBWLsM

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Square Eyes

Listed as Marc DePulse – Square Eyes (Square Eyes) · Watch on YouTube

youtube_video Ve-9UT23kvE · row Ve-9UT23kvE

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PS You Rock

Listed as Marc DePulse – PS You Rock (Motivation Club) · Watch on YouTube

youtube_video VuxoczNRIC0 · row VuxoczNRIC0

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Sienka

Listed as Marc DePulse – Sienka (Kontrollverlust) · Watch on YouTube

youtube_video Wi8mJ1M8DEg · row Wi8mJ1M8DEg

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Nevertheless (Murat Uncuoglu remix)

Listed as Marc DePulse – Nevertheless (Murat Uncuoglu remix) (Born Sleepy EP) · Watch on YouTube

youtube_video Ypz4MRu8z_s · row Ypz4MRu8z_s

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Nomenklatur

Listed as Marc DePulse – Nomenklatur (Der leise Raum) · Watch on YouTube

youtube_video ZWZHXU_GaNw · row ZWZHXU_GaNw

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Back to Bed

Listed as Marc DePulse – Back to Bed (Kontrollverlust) · Watch on YouTube

youtube_video baUIkNvcBfc · row baUIkNvcBfc

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Pulzing

Listed as Marc DePulse, Betoko – Pulzing (Pulzing EP) · Watch on YouTube

youtube_video byuyd_3F9to · row byuyd_3F9to

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Imagine (Markus Kavka Remix)

Listed as Marc DePulse – Imagine (Markus Kavka Remix) (10 Years Remixes, Pt. I) · Watch on YouTube

youtube_video c1kmB3H_hFo · row c1kmB3H_hFo

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Miami Nice

Listed as Marc DePulse – Miami Nice (Miami Nice) · Watch on YouTube

youtube_video emlVP54tnts · row emlVP54tnts

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Devotion

Listed as Marc DePulse – Devotion (Devotion) · Watch on YouTube

youtube_video fLfkBHIAXzs · row fLfkBHIAXzs

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Nimm dir was du brauchst

Listed as Marc DePulse, Boe van Berg – Nimm dir was du brauchst (Nimm dir was du brauchst) · Watch on YouTube

youtube_video hBD3zPTs114 · row hBD3zPTs114

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Westbalkon (Short Version)

Listed as marc depulse – Westbalkon (Short Version) (Westbalkon) · Watch on YouTube

youtube_video j6iYbDBn6uQ · row j6iYbDBn6uQ

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No Rabbits

Listed as Marc DePulse – No Rabbits (Ferner Liefen) · Watch on YouTube

youtube_video nXysSHB3Gjg · row nXysSHB3Gjg

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Seriously?

Listed as Marc DePulse – Seriously? (Seriously?) · Watch on YouTube

youtube_video oiz_tsAldy0 · row oiz_tsAldy0

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Overdue

Listed as Marc DePulse, Darin Epsilon – Overdue (Diabolos) · Watch on YouTube

youtube_video puckF3mltlA · row puckF3mltlA

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Arp & Down

Listed as Marc DePulse – Arp & Down (Arp & Down) · Watch on YouTube

youtube_video q9EeJsOwjDc · row q9EeJsOwjDc

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See the light (Radio Edit) (feat. John M)

Listed as Betoko, Marc DePulse – See the light (Radio Edit) (feat. John M) (See the light) · Watch on YouTube

youtube_video rO3LLPC7Dvc · row rO3LLPC7Dvc

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Westbalkon (Alex Q Remix) (feat. Boe)

Listed as Marc DePulse – Westbalkon (Alex Q Remix) (feat. Boe) (Voltaire Music Pres. Re:Generation, Vol. 13) · Watch on YouTube

youtube_video t_OtTBhmtEk · row t_OtTBhmtEk

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Lejla (Mixed)

Listed as Marc DePulse – Lejla (Mixed) (Fingerprint (DJ Mix)) · Watch on YouTube

youtube_video thymFgMITkc · row thymFgMITkc

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To Be Written (Acoustic Version)

Listed as Marc DePulse, Eleonora – To Be Written (Acoustic Version) (To Be Written) · Watch on YouTube

youtube_video ugPLUjlgZZo · row ugPLUjlgZZo

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Gigolow

Listed as Marc DePulse – Gigolow (Square Eyes) · Watch on YouTube

youtube_video w85rk0wLrRs · row w85rk0wLrRs

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Birds (JOBE Remix)

Listed as Several Definitions, Marc DePulse – Birds (JOBE Remix) (Birds & Lions EP) · Watch on YouTube

youtube_video xv8EFBqOdhc · row xv8EFBqOdhc

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Westbalkon (Alex Q Remix Instrumental)

Listed as marc depulse – Westbalkon (Alex Q Remix Instrumental) (Westbalkon) · Watch on YouTube

youtube_video yzkw-4WiDEI · row yzkw-4WiDEI

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A Better Place

Listed as Marc DePulse – A Better Place (Bella Mar 06) · Watch on YouTube

youtube_video z-rYrbi3XVY · row z-rYrbi3XVY

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Hats Off

Listed as Marc DePulse – Hats Off (Kontrollverlust) · Watch on YouTube

youtube_video zU8DCtjQWUg · row zU8DCtjQWUg

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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.