Yes. DVS has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Paper Chasing (feat. D-Struct), The Unfortunate, Story in America

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Paper Chasing (feat. D-Struct)

Listed as D.V.S. – Paper Chasing (feat. D-Struct) (D.V.S. World War 2) · Watch on YouTube

youtube_video -lzGBIlN6Ic · row -lzGBIlN6Ic

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The Unfortunate

Listed as DVS – The Unfortunate (Balance) · Watch on YouTube

youtube_video 43NLE20odvA · row 43NLE20odvA

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Story in America

Listed as D.V.S. – Story in America (D.V.S. World War 2) · Watch on YouTube

youtube_video 6Tgc8JsiXeg · row 6Tgc8JsiXeg

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Lust Story

Listed as DVS – Lust Story (One Man Army) · Watch on YouTube

youtube_video A7xJOLgJrWs · row A7xJOLgJrWs

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Kamikaze

Listed as DVS – Kamikaze (Just Crazy) · Watch on YouTube

youtube_video ALHahf449lk · row ALHahf449lk

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Dilemma

Listed as DVS – Dilemma (Balance) · Watch on YouTube

youtube_video AVU88PeDP0k · row AVU88PeDP0k

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Drunk By Myself

Listed as DVS – Drunk By Myself (One Man Army) · Watch on YouTube

youtube_video BbTJqeL1poM · row BbTJqeL1poM

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Automatic

Listed as D.V.S. – Automatic (D.V.S. World War 2) · Watch on YouTube

youtube_video BcGcqmyUAGg · row BcGcqmyUAGg

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International Ankle Handle

Listed as D.V.S. – International Ankle Handle (D.V.S. World War 2) · Watch on YouTube

youtube_video BwKR6J3ZC2o · row BwKR6J3ZC2o

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Corona c'est pas fini

Listed as DVS – Corona c'est pas fini (Corona c'est pas fini) · Watch on YouTube

youtube_video Dk9OmLB_wp0 · row Dk9OmLB_wp0

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Lady

Listed as DVS – Lady (Just Crazy) · Watch on YouTube

youtube_video E7V585WSxI8 · row E7V585WSxI8

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Neva Find a Man Like Me (feat. Scholar X)

Listed as D.V.S. – Neva Find a Man Like Me (feat. Scholar X) (D.V.S. World War 2) · Watch on YouTube

youtube_video EghuQnaCbHQ · row EghuQnaCbHQ

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Killer

Listed as DVS – Killer (Just Crazy) · Watch on YouTube

youtube_video GBroenCO2K8 · row GBroenCO2K8

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Antagonist

Listed as Dvs – Antagonist (My Release) · Watch on YouTube

youtube_video GFEO1xqYfng · row GFEO1xqYfng

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Saw

Listed as DvS – Saw (Saw) · Watch on YouTube

youtube_video GMs3VpVtwx8 · row GMs3VpVtwx8

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Ain't Got Time

Listed as DVS – Ain't Got Time (Just Crazy) · Watch on YouTube

youtube_video HKWhyAUJW1U · row HKWhyAUJW1U

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Fine Azz Bitch

Listed as D.V.S. – Fine Azz Bitch (D.V.S. World War 2) · Watch on YouTube

youtube_video IDec8z2jHPE · row IDec8z2jHPE

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Blown It

Listed as DVS – Blown It (Just Crazy) · Watch on YouTube

youtube_video ObwqJSr4htA · row ObwqJSr4htA

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God's Own Cop

Listed as DVS – God's Own Cop (Just Crazy) · Watch on YouTube

youtube_video PdeW3J3R3Bg · row PdeW3J3R3Bg

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Go Get It (feat. D-Struct)

Listed as D.V.S. – Go Get It (feat. D-Struct) (D.V.S. World War 2) · Watch on YouTube

youtube_video TDCj4jZW0o4 · row TDCj4jZW0o4

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Fingaz Up (feat. Technician & 2 Men-E)

Listed as DVS – Fingaz Up (feat. Technician & 2 Men-E) (One Man Army) · Watch on YouTube

youtube_video TM7U80TqLVE · row TM7U80TqLVE

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It's a Man's World

Listed as Dvs – It's a Man's World (My Release) · Watch on YouTube

youtube_video UE0J4vmaAxs · row UE0J4vmaAxs

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Dreamface

Listed as DVS – Dreamface (Just Crazy) · Watch on YouTube

youtube_video UU6tCP-vsXE · row UU6tCP-vsXE

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Playing with Steel

Listed as DVS – Playing with Steel (Just Crazy) · Watch on YouTube

youtube_video VDhNnnXrDvI · row VDhNnnXrDvI

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Bronco Baby (feat. DJ Sach)

Listed as D.V.S. – Bronco Baby (feat. DJ Sach) (D.V.S. World War 2) · Watch on YouTube

youtube_video WGY-1oFS_R0 · row WGY-1oFS_R0

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Our Time 2 Shine

Listed as DVS – Our Time 2 Shine (One Man Army) · Watch on YouTube

youtube_video XBaEvwOPjmA · row XBaEvwOPjmA

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Concentration

Listed as DvS – Concentration (Concentration) · Watch on YouTube

youtube_video ZMLVrDTfmHI · row ZMLVrDTfmHI

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FlaVA (remix feat. Technician, Definition, 2 Men-E & JT on guita (feat. Technician, 2 Men-E & Definition)

Listed as DVS – FlaVA (remix feat. Technician, Definition, 2 Men-E & JT on guita (feat. Technician, 2 Men-E & Definition) (One Man Army) · Watch on YouTube

youtube_video cItO3H0QqVk · row cItO3H0QqVk

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Dis Go

Listed as DVS – Dis Go (Balance) · Watch on YouTube

youtube_video dAaMx7hVmXk · row dAaMx7hVmXk

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I'll Take U Back (feat. Keara)

Listed as D.V.S. – I'll Take U Back (feat. Keara) (D.V.S. World War 2) · Watch on YouTube

youtube_video dBuMQGuNOMc · row dBuMQGuNOMc

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a moment of silence . . .

Listed as DVS – a moment of silence . . . (One Man Army) · Watch on YouTube

youtube_video dEjh5fOWbdE · row dEjh5fOWbdE

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Rock'n'Roll Again

Listed as DVS – Rock'n'Roll Again (Just Crazy) · Watch on YouTube

youtube_video fvwlMtwpYrQ · row fvwlMtwpYrQ

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Just Crazy

Listed as DVS – Just Crazy (Just Crazy) · Watch on YouTube

youtube_video h5PN76UWN_U · row h5PN76UWN_U

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Buck-N-Change

Listed as DVS – Buck-N-Change (One Man Army) · Watch on YouTube

youtube_video hPH4dRcjwLc · row hPH4dRcjwLc

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Lost

Listed as DVS – Lost (Balance) · Watch on YouTube

youtube_video hpk_tFsUPMk · row hpk_tFsUPMk

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Das Boot

Listed as DvS – Das Boot (Das Boot) · Watch on YouTube

youtube_video iVOaNizkdFo · row iVOaNizkdFo

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Interlude

Listed as Dvs – Interlude (My Release) · Watch on YouTube

youtube_video j892Mui-TIs · row j892Mui-TIs

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Do It

Listed as DvS – Do It (Do It) · Watch on YouTube

youtube_video jtVg0_qyK0M · row jtVg0_qyK0M

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Sponge

Listed as DVS – Sponge (Balance) · Watch on YouTube

youtube_video lj5oGIjc7Wo · row lj5oGIjc7Wo

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2 Cents

Listed as DVS – 2 Cents (One Man Army) · Watch on YouTube

youtube_video mg9oqcvu-fs · row mg9oqcvu-fs

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Let It Go (feat. Technician, 2 Men-E & Ms.Kandi)

Listed as DVS – Let It Go (feat. Technician, 2 Men-E & Ms.Kandi) (One Man Army) · Watch on YouTube

youtube_video qV5igYrFBAg · row qV5igYrFBAg

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Dvs from the Start

Listed as Dvs – Dvs from the Start (My Release) · Watch on YouTube

youtube_video rwNxnOFKarI · row rwNxnOFKarI

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Insane

Listed as D.V.S. – Insane (D.V.S. World War 2) · Watch on YouTube

youtube_video uLYCn9LkQMI · row uLYCn9LkQMI

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Luvn U Hatn Me

Listed as D.V.S. – Luvn U Hatn Me (D.V.S. World War 2) · Watch on YouTube

youtube_video wRqPy3lTy6A · row wRqPy3lTy6A

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Dependancy

Listed as DVS – Dependancy (Balance) · Watch on YouTube

youtube_video xAzmAa_oQHI · row xAzmAa_oQHI

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Hahaha

Listed as DvS – Hahaha (Hahaha) · Watch on YouTube

youtube_video xfYWLuxG7MI · row xfYWLuxG7MI

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Sexy Back (feat. DJ Sach)

Listed as D.V.S. – Sexy Back (feat. DJ Sach) (D.V.S. World War 2) · Watch on YouTube

youtube_video yME-r9X61c0 · row yME-r9X61c0

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Reflect

Listed as Dvs – Reflect (My Release) · Watch on YouTube

youtube_video yXHjBedJs5c · row yXHjBedJs5c

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In the Past

Listed as DVS – In the Past (Balance) · Watch on YouTube

youtube_video z4LYW1L76ks · row z4LYW1L76ks

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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.