YouTrained

Artist The Dropouts! on YouTube Music

Yes. The Dropouts! has 27 songs listed in a dataset used to train AI music models.

Used for training 27

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 S.T.O.P, Epileptic, Business Is My Pleasure

Listed under the artist name 27 songs in LAION-DISCO-12M

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

S.T.O.P

Listed as The Dropouts – S.T.O.P (Life Lessons) · Watch on YouTube

youtube_video -C-2JR3H750 · row -C-2JR3H750

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Epileptic

Listed as The Dropouts – Epileptic (Life Lessons) · Watch on YouTube

youtube_video 09rp0CQT_1A · row 09rp0CQT_1A

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Business Is My Pleasure

Listed as The Dropouts! – Business Is My Pleasure (The Dropouts!) · Watch on YouTube

youtube_video 1w8M-OLAiiU · row 1w8M-OLAiiU

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Parasite

Listed as The Dropouts – Parasite (The F.D.R. Sessions) · Watch on YouTube

youtube_video 9IGx78ne8pw · row 9IGx78ne8pw

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What a Waste

Listed as The Dropouts – What a Waste (Life Lessons) · Watch on YouTube

youtube_video 9xCfSc-puog · row 9xCfSc-puog

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Outlet

Listed as The Dropouts – Outlet (The F.D.R. Sessions) · Watch on YouTube

youtube_video Ax_L90jNYJE · row Ax_L90jNYJE

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John-John

Listed as The Dropouts! – John-John (The Dropouts!) · Watch on YouTube

youtube_video E1AKHT8H-jU · row E1AKHT8H-jU

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These Kids

Listed as The Dropouts! – These Kids (The Dropouts!) · Watch on YouTube

youtube_video G7X61nETa3M · row G7X61nETa3M

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Langit-Lupa

Listed as The Dropouts! – Langit-Lupa (The Dropouts!) · Watch on YouTube

youtube_video HRSPlSYFLCw · row HRSPlSYFLCw

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Beautiful Disaster

Listed as The Dropouts – Beautiful Disaster (Life Lessons) · Watch on YouTube

youtube_video KSf29HW02CQ · row KSf29HW02CQ

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Don't

Listed as The Dropouts – Don't (Life Lessons) · Watch on YouTube

youtube_video LZ_eLcEUERE · row LZ_eLcEUERE

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E.M.I

Listed as The Dropouts – E.M.I (The F.D.R. Sessions) · Watch on YouTube

youtube_video MFpuDi0gJac · row MFpuDi0gJac

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Johnny Is a Gay

Listed as The Dropouts! – Johnny Is a Gay (The Dropouts!) · Watch on YouTube

youtube_video P9CxEN3vPYo · row P9CxEN3vPYo

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Loser

Listed as The Dropouts – Loser (Life Lessons) · Watch on YouTube

youtube_video QCL6Eyn5k8o · row QCL6Eyn5k8o

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Firecracker Jacket Suit

Listed as The Dropouts! – Firecracker Jacket Suit (The Dropouts!) · Watch on YouTube

youtube_video XBAeq6ebB8I · row XBAeq6ebB8I

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All My Love

Listed as Dropouts – All My Love (Dropped Out) · Watch on YouTube

youtube_video akDIzYodoxA · row akDIzYodoxA

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Sheila Is a Gold Digger

Listed as The Dropouts! – Sheila Is a Gold Digger (The Dropouts!) · Watch on YouTube

youtube_video cUS5izPLmts · row cUS5izPLmts

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My Cinnamon

Listed as The Dropouts! – My Cinnamon (The Dropouts!) · Watch on YouTube

youtube_video d_e9MZ_Taok · row d_e9MZ_Taok

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No Values

Listed as The Dropouts – No Values (The F.D.R. Sessions) · Watch on YouTube

youtube_video gvKnvld2tXM · row gvKnvld2tXM

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Vicious Cycles

Listed as The Dropouts – Vicious Cycles (Life Lessons) · Watch on YouTube

youtube_video n37_gxD2tP8 · row n37_gxD2tP8

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Ramon

Listed as The Dropouts! – Ramon (The Dropouts!) · Watch on YouTube

youtube_video pcN5aHjxdEY · row pcN5aHjxdEY

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Front Porch

Listed as The Dropouts – Front Porch (Life Lessons) · Watch on YouTube

youtube_video tJm4Y54Jlrw · row tJm4Y54Jlrw

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Antichrist

Listed as The Dropouts – Antichrist (The F.D.R. Sessions) · Watch on YouTube

youtube_video tX6dIZ43w5E · row tX6dIZ43w5E

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Cool-Track 42

Listed as Dropouts – Cool-Track 42 (Dropped Out) · Watch on YouTube

youtube_video uEHi_YNqfWk · row uEHi_YNqfWk

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Moving Day

Listed as The Dropouts – Moving Day (Life Lessons) · Watch on YouTube

youtube_video wtDJjwFgd9g · row wtDJjwFgd9g

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Beef Tapa

Listed as The Dropouts! – Beef Tapa (The Dropouts!) · Watch on YouTube

youtube_video yQ_MWPvj-dM · row yQ_MWPvj-dM

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A Life Lesson

Listed as The Dropouts – A Life Lesson (Life Lessons) · Watch on YouTube

youtube_video zSTDTq0xfjk · row zSTDTq0xfjk

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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.

Is this you?