Yes. A-Dough 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 Empty Space, Enigma Sphinx (Listeners Edition), Volume

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.

Empty Space

Listed as Dough – Empty Space (The So Long EP) · Watch on YouTube

youtube_video 0Inc5_39Ja8 · row 0Inc5_39Ja8

LAION-DISCO-12M

Enigma Sphinx (Listeners Edition)

Listed as DOUGH – Enigma Sphinx (Listeners Edition) (Bloody Forest (Listeners Edition)) · Watch on YouTube

youtube_video 0cYmCcAs3LY · row 0cYmCcAs3LY

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Volume

Listed as Dough – Volume (Volume) · Watch on YouTube

youtube_video 0z_JiPq8cjI · row 0z_JiPq8cjI

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Ate Like This

Listed as Dough – Ate Like This (Armed Robbery) · Watch on YouTube

youtube_video 1nzDAszCAqc · row 1nzDAszCAqc

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Joy Ride (feat. Bag Man B)

Listed as Dough – Joy Ride (feat. Bag Man B) (The Rise of Magneto II: Position of Power) · Watch on YouTube

youtube_video 6_sds7MCrhI · row 6_sds7MCrhI

LAION-DISCO-12M

Pablo

Listed as Dough – Pablo (More Dough) · Watch on YouTube

youtube_video 8XtwN90b9Xg · row 8XtwN90b9Xg

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1Hun

Listed as Dough – 1Hun (The Rise of Magneto: Power Moves) · Watch on YouTube

youtube_video 96gimDOlUT4 · row 96gimDOlUT4

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Vitruvius

Listed as DOUGH – Vitruvius (Vitruvius) · Watch on YouTube

youtube_video BZb7dftEa-g · row BZb7dftEa-g

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Loa (Laws of Attraction) (feat. Ace 500)

Listed as Dough – Loa (Laws of Attraction) (feat. Ace 500) (The Rise of Magneto: Power Moves) · Watch on YouTube

youtube_video CIqwLeV4DlY · row CIqwLeV4DlY

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Soulfool

Listed as Dough – Soulfool (The Rise of Magneto II: Position of Power) · Watch on YouTube

youtube_video Da81A-RWnHY · row Da81A-RWnHY

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Just Like Fruit

Listed as Dough – Just Like Fruit (Wanted) · Watch on YouTube

youtube_video E-8ng9tYx0Y · row E-8ng9tYx0Y

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Money Counter

Listed as Dough – Money Counter (Wanted 2: Where's Dough?) · Watch on YouTube

youtube_video HbU2cQz_ODE · row HbU2cQz_ODE

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Black Roses (Intro)

Listed as Dough – Black Roses (Intro) (More Dough) · Watch on YouTube

youtube_video Ho65thyJ7rs · row Ho65thyJ7rs

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Memória (Dias de Jazz)

Listed as Dough – Memória (Dias de Jazz) (Memória) · Watch on YouTube

youtube_video J4TFkcht9l4 · row J4TFkcht9l4

LAION-DISCO-12M

Bipolarity

Listed as DOUGH – Bipolarity (Relative Dimension) · Watch on YouTube

youtube_video JDeQC88w2Fw · row JDeQC88w2Fw

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Warmth

Listed as DOUGH – Warmth (Dough) · Watch on YouTube

youtube_video LTWFiH8jag8 · row LTWFiH8jag8

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Caution

Listed as Dough – Caution (Caution) · Watch on YouTube

youtube_video NxCzok2qmcc · row NxCzok2qmcc

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Antares

Listed as DOUGH – Antares (Ephesto) · Watch on YouTube

youtube_video OuZaOwlEPxc · row OuZaOwlEPxc

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FTW

Listed as Dough – FTW (Dough) · Watch on YouTube

youtube_video Rb6PFlWDzRc · row Rb6PFlWDzRc

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The Statement (feat. Jaguar.J)

Listed as Dough – The Statement (feat. Jaguar.J) (The Rise of Magneto: Power Moves) · Watch on YouTube

youtube_video SeXsfesHS0Y · row SeXsfesHS0Y

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Michigan Bag (Hold Up)

Listed as Dough – Michigan Bag (Hold Up) (Wanted 2: Where's Dough?) · Watch on YouTube

youtube_video SgaOBfAsW_k · row SgaOBfAsW_k

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Bounce

Listed as Dough – Bounce (More Dough) · Watch on YouTube

youtube_video Si398Y4j4XU · row Si398Y4j4XU

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Aláfia

Listed as Dough – Aláfia (Aláfia) · Watch on YouTube

youtube_video UQt-aD-f_HQ · row UQt-aD-f_HQ

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Vamos Viver Todo o Mundo

Listed as Dough – Vamos Viver Todo o Mundo (777) · Watch on YouTube

youtube_video U_J54CaaC0w · row U_J54CaaC0w

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Ay Baby

Listed as Dough – Ay Baby (More Dough) · Watch on YouTube

youtube_video XGegu02geKw · row XGegu02geKw

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Close Quarters

Listed as Dough – Close Quarters (Wanted 2: Where's Dough?) · Watch on YouTube

youtube_video XVgIUk6gFmQ · row XVgIUk6gFmQ

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Heavenly Father

Listed as Dough – Heavenly Father (Dough) · Watch on YouTube

youtube_video XYBJ8eiBEZ0 · row XYBJ8eiBEZ0

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Boffum

Listed as Dough – Boffum (Wanted 2: Where's Dough?) · Watch on YouTube

youtube_video XwnDG72NwuY · row XwnDG72NwuY

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Remember Me

Listed as Dough – Remember Me (Wanted) · Watch on YouTube

youtube_video Z6BmlsFntX8 · row Z6BmlsFntX8

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Dark Waltz

Listed as DOUGH – Dark Waltz (Dark Waltz) · Watch on YouTube

youtube_video ZLdyfjKj79o · row ZLdyfjKj79o

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Guala

Listed as Dough – Guala (More Dough) · Watch on YouTube

youtube_video ZoB0T8diowA · row ZoB0T8diowA

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Ghost of Xmas Future (feat. Chief P)

Listed as Dough – Ghost of Xmas Future (feat. Chief P) (Dutchess & Questions) · Watch on YouTube

youtube_video _xalwEQX3NA · row _xalwEQX3NA

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I'll Never

Listed as Dough – I'll Never (Wanted) · Watch on YouTube

youtube_video e9ibJ6z37Kw · row e9ibJ6z37Kw

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Shut Shit Down

Listed as Dough – Shut Shit Down (Armed Robbery) · Watch on YouTube

youtube_video gRopKQe2Vic · row gRopKQe2Vic

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Tranzit

Listed as Dough – Tranzit (Quarantine) · Watch on YouTube

youtube_video hN5UQRcdyPY · row hN5UQRcdyPY

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My All

Listed as Dough – My All (Big Dick Energy) · Watch on YouTube

youtube_video jMFIWfJY8lk · row jMFIWfJY8lk

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Juicegod

Listed as Dough – Juicegod (Dough) · Watch on YouTube

youtube_video lPMm1Btc-0w · row lPMm1Btc-0w

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Big Again

Listed as Dough – Big Again (Big Dick Energy) · Watch on YouTube

youtube_video mWSZefw2wQM · row mWSZefw2wQM

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Double R

Listed as Dough – Double R (Quarantine) · Watch on YouTube

youtube_video muyW6rtBq0w · row muyW6rtBq0w

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Palma

Listed as Dough – Palma (Dutchess & Questions) · Watch on YouTube

youtube_video nHP36GUUooo · row nHP36GUUooo

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Presença

Listed as Dough – Presença (Memória) · Watch on YouTube

youtube_video oS2iq0CEKdk · row oS2iq0CEKdk

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Full Time Hustler (feat. Blaq Rose)

Listed as Dough – Full Time Hustler (feat. Blaq Rose) (The Rise of Magneto II: Position of Power) · Watch on YouTube

youtube_video peHh8exp_ZY · row peHh8exp_ZY

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Where da Mall At

Listed as Dough – Where da Mall At (Wanted) · Watch on YouTube

youtube_video r2ZKERsSmck · row r2ZKERsSmck

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Surrender (feat. Corey Jarell)

Listed as Dough – Surrender (feat. Corey Jarell) (The Rise of Magneto: Power Moves) · Watch on YouTube

youtube_video sb_co9fTiHg · row sb_co9fTiHg

LAION-DISCO-12M

Reflection

Listed as Dough – Reflection (The So Long EP) · Watch on YouTube

youtube_video ugCgq6nn_wQ · row ugCgq6nn_wQ

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Olhos em Direção (Instrumental)

Listed as Dough – Olhos em Direção (Instrumental) (Olhos em Direção) · Watch on YouTube

youtube_video vaCFRK3daEw · row vaCFRK3daEw

LAION-DISCO-12M

N.Y.N.H

Listed as Dough, Elveektor – N.Y.N.H (N.Y.N.H) · Watch on YouTube

youtube_video xv_Cz3sPJrc · row xv_Cz3sPJrc

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Ingy (Remix)

Listed as Dough – Ingy (Remix) (Armed Robbery) · Watch on YouTube

youtube_video xzXDgh9skRo · row xzXDgh9skRo

LAION-DISCO-12M

Conjecture

Listed as Dough – Conjecture (Conjecture) · Watch on YouTube

youtube_video yyymLsB7iHk · row yyymLsB7iHk

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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.