Yes. The Toasters has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Pool Shark (Reprise), Keep On Going, Rhapsody In Bluebeat

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Pool Shark (Reprise)

Listed as Toasters, The – Pool Shark (Reprise) (New York Fever) · Watch on YouTube

youtube_video 1VCYJ4P5hsg · row 1VCYJ4P5hsg

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Keep On Going

Listed as The Toasters – Keep On Going (Thrill Me Up) · Watch on YouTube

youtube_video 2kRXH1kDJTI · row 2kRXH1kDJTI

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Rhapsody In Bluebeat

Listed as The Toasters – Rhapsody In Bluebeat (Thrill Me Up) · Watch on YouTube

youtube_video 7NknWI6Qqk4 · row 7NknWI6Qqk4

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Sweet Home Town Jamaica

Listed as The Toasters – Sweet Home Town Jamaica (Enemy Of The System) · Watch on YouTube

youtube_video 8CphzKw26lo · row 8CphzKw26lo

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Bits and Pieces

Listed as The Toasters – Bits and Pieces (One More Bullet) · Watch on YouTube

youtube_video AaIIA4fnPn4 · row AaIIA4fnPn4

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Too Much Happening

Listed as Toasters, The – Too Much Happening (New York Fever) · Watch on YouTube

youtube_video CEka8wezrx0 · row CEka8wezrx0

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Now Or Never

Listed as The Toasters – Now Or Never (Skaboom!) · Watch on YouTube

youtube_video DMsBag-ckBE · row DMsBag-ckBE

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Winter Wonderland

Listed as The Toasters – Winter Wonderland (Christma-ska) · Watch on YouTube

youtube_video DSghCkIn6RU · row DSghCkIn6RU

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What a Gwan

Listed as The Toasters – What a Gwan (One More Bullet) · Watch on YouTube

youtube_video DUuFvttjryg · row DUuFvttjryg

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Tunisia

Listed as The Toasters – Tunisia (Dub 56) · Watch on YouTube

youtube_video DsdtiZdaqe0 · row DsdtiZdaqe0

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El Chopo

Listed as The Toasters – El Chopo (One More Bullet) · Watch on YouTube

youtube_video Epz6LJi9DOc · row Epz6LJi9DOc

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Radiation Skank

Listed as Toasters, The – Radiation Skank (Skaboom!) · Watch on YouTube

youtube_video FcYMmokqCG8 · row FcYMmokqCG8

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Ain't Nuthin

Listed as The Toasters – Ain't Nuthin (Dub 56) · Watch on YouTube

youtube_video HiJvcHTa1fw · row HiJvcHTa1fw

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Direction

Listed as The Toasters – Direction (Dub 56) · Watch on YouTube

youtube_video ICdOA2TD9bw · row ICdOA2TD9bw

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Pool Shark

Listed as Toasters, The – Pool Shark (Skaboom!) · Watch on YouTube

youtube_video IGfBa80xEOM · row IGfBa80xEOM

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Too Hip to Be Cool

Listed as The Toasters – Too Hip to Be Cool (En Caracas) · Watch on YouTube

youtube_video ND5yJDTp2qo · row ND5yJDTp2qo

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You're Gonna Pay

Listed as The Toasters – You're Gonna Pay (One More Bullet) · Watch on YouTube

youtube_video NQcwPPjnhGo · row NQcwPPjnhGo

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Sitting On Top Of The World

Listed as The Toasters – Sitting On Top Of The World (Enemy Of The System) · Watch on YouTube

youtube_video Pa_Mjx63DHk · row Pa_Mjx63DHk

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Skar-toon

Listed as The Toasters – Skar-toon (2Tone Army) · Watch on YouTube

youtube_video Q62PA2_pZS4 · row Q62PA2_pZS4

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Razor Cut

Listed as The Toasters – Razor Cut (Dub 56) · Watch on YouTube

youtube_video QDejezGzGs0 · row QDejezGzGs0

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Havana (This Gun For Hire)

Listed as Toasters, The – Havana (This Gun For Hire) (This Gun For Hire) · Watch on YouTube

youtube_video RJKEPQSFfDY · row RJKEPQSFfDY

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Night Train

Listed as Toasters, The – Night Train (New York Fever) · Watch on YouTube

youtube_video S-MZUd3viEg · row S-MZUd3viEg

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Haitian Frustration

Listed as The Toasters – Haitian Frustration (Thrill Me Up) · Watch on YouTube

youtube_video Tqoq6q_cEbE · row Tqoq6q_cEbE

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Renee

Listed as Toasters, The – Renee (Skaboom!) · Watch on YouTube

youtube_video UKZ3l4cYfjc · row UKZ3l4cYfjc

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Johnny Forsake Her

Listed as Toasters, The – Johnny Forsake Her (New York Fever) · Watch on YouTube

youtube_video WflAvBwhDos · row WflAvBwhDos

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One More Bullet

Listed as The Toasters – One More Bullet (One More Bullet) · Watch on YouTube

youtube_video WqswKraTb4k · row WqswKraTb4k

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Skafinger

Listed as The Toasters – Skafinger (Enemy Of The System) · Watch on YouTube

youtube_video YdBm0MyavhA · row YdBm0MyavhA

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Run Rudy Run Redux

Listed as The Toasters – Run Rudy Run Redux (One More Bullet) · Watch on YouTube

youtube_video ZqrFPvcV0kA · row ZqrFPvcV0kA

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Modern World America

Listed as The Toasters – Modern World America (Enemy Of The System) · Watch on YouTube

youtube_video _0gXJAd9nyU · row _0gXJAd9nyU

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B27

Listed as Toasters, The – B27 (New York Fever) · Watch on YouTube

youtube_video aOLUrJU_PMo · row aOLUrJU_PMo

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Decision At Midnight

Listed as The Toasters – Decision At Midnight (Thrill Me Up) · Watch on YouTube

youtube_video dmQ1aP34dO4 · row dmQ1aP34dO4

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Where's the Freedom?

Listed as The Toasters – Where's the Freedom? (One More Bullet) · Watch on YouTube

youtube_video f645RhPFYwU · row f645RhPFYwU

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East Side Beat (Live)

Listed as Toasters, The – East Side Beat (Live) (This Gun For Hire) · Watch on YouTube

youtube_video i4dUBG6zhKE · row i4dUBG6zhKE

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Social Security

Listed as The Toasters – Social Security (The Toasters: 30th Anniversary) · Watch on YouTube

youtube_video iVezlIBo8VE · row iVezlIBo8VE

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So Long, Buck

Listed as The Toasters – So Long, Buck (Skaboom!) · Watch on YouTube

youtube_video jH9YlFG-S-U · row jH9YlFG-S-U

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Skaternity (Demo)

Listed as The Toasters – Skaternity (Demo) (2Tone Army) · Watch on YouTube

youtube_video kuGH1z2aRrY · row kuGH1z2aRrY

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Too Hip To Be Cool

Listed as Toasters, The – Too Hip To Be Cool (New York Fever) · Watch on YouTube

youtube_video lc90aHgWXmQ · row lc90aHgWXmQ

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Enemy Of The System

Listed as The Toasters – Enemy Of The System (Enemy Of The System) · Watch on YouTube

youtube_video mzqlYgY4iEg · row mzqlYgY4iEg

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ABC's

Listed as The Toasters – ABC's (Skaboom!) · Watch on YouTube

youtube_video oOZTXCmA45U · row oOZTXCmA45U

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Pendulum

Listed as The Toasters – Pendulum (Enemy Of The System) · Watch on YouTube

youtube_video qcS9L-ji_AI · row qcS9L-ji_AI

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Goody Goody

Listed as The Toasters – Goody Goody (Dub 56) · Watch on YouTube

youtube_video qrog6dT9XTk · row qrog6dT9XTk

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Underground Town

Listed as Toasters, The – Underground Town (In Retrospect) · Watch on YouTube

youtube_video rRPRPZVgMi0 · row rRPRPZVgMi0

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Worry

Listed as Toasters, The – Worry (This Gun For Hire) · Watch on YouTube

youtube_video rb8AKUB3g2A · row rb8AKUB3g2A

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Don't Blame Me

Listed as The Toasters – Don't Blame Me (Thrill Me Up) · Watch on YouTube

youtube_video sOPtrhQXlWs · row sOPtrhQXlWs

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Sweet Cherie

Listed as The Toasters – Sweet Cherie (Dub 56) · Watch on YouTube

youtube_video uZb3emCSscg · row uZb3emCSscg

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Matt Davis (live)

Listed as The Toasters – Matt Davis (live) (The Toasters: 30th Anniversary) · Watch on YouTube

youtube_video wMVnhhKYZaE · row wMVnhhKYZaE

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Midnight Hour

Listed as The Toasters – Midnight Hour (Dub 56) · Watch on YouTube

youtube_video yA-Z3mUPRA0 · row yA-Z3mUPRA0

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One Track Mind

Listed as Toasters, The – One Track Mind (This Gun For Hire) · Watch on YouTube

youtube_video zC5vt__LZIU · row zC5vt__LZIU

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Don't Let The Bastards Grind You Down

Listed as Toasters, The – Don't Let The Bastards Grind You Down (Live In London) · Watch on YouTube

youtube_video zSlzFq7JATg · row zSlzFq7JATg

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Toast On The Coast

Listed as The Toasters – Toast On The Coast (Skaboom!) · Watch on YouTube

youtube_video zft7ZxmLIYc · row zft7ZxmLIYc

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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.