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 2Tone Army (Special Forces Version), History Book Version, Thrill Me Up

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.

2Tone Army (Special Forces Version)

Listed as The Toasters – 2Tone Army (Special Forces Version) (2Tone Army) · Watch on YouTube

youtube_video 32t26V1adZs · row 32t26V1adZs

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History Book Version

Listed as Toasters, The – History Book Version (New York Fever) · Watch on YouTube

youtube_video 39PH4yYwyhA · row 39PH4yYwyhA

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Thrill Me Up

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

youtube_video 4uLMDUWyMDE · row 4uLMDUWyMDE

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Maxwell Smart

Listed as Toasters, The – Maxwell Smart (Hard Band For Dead) · Watch on YouTube

youtube_video 57uzia8i0ok · row 57uzia8i0ok

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Freedom

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

youtube_video 8E83brrKIw0 · row 8E83brrKIw0

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Marlboro Man

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

youtube_video 8v_4oiQOGqE · row 8v_4oiQOGqE

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Johnny go Ska

Listed as The Toasters – Johnny go Ska (Thrill Me Up) · Watch on YouTube

youtube_video 9b6JKzCGSoU · row 9b6JKzCGSoU

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Hard Man Fe Dead

Listed as Toasters, The – Hard Man Fe Dead (Hard Band For Dead) · Watch on YouTube

youtube_video AHH8W2kLs4c · row AHH8W2kLs4c

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I'm Running Right Through The World

Listed as The Toasters – I'm Running Right Through The World (The Toasters: 30th Anniversary) · Watch on YouTube

youtube_video BwoGma7Mm3M · row BwoGma7Mm3M

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Chuck Berry

Listed as Toasters, The – Chuck Berry (Hard Band For Dead) · Watch on YouTube

youtube_video COmhHFReACQ · row COmhHFReACQ

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Weekend In L.A.

Listed as The Toasters – Weekend In L.A. (Skaboom!) · Watch on YouTube

youtube_video CXtqkAv9orM · row CXtqkAv9orM

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East Side Beat

Listed as The Toasters – East Side Beat (Skaboom!) · Watch on YouTube

youtube_video DP8QEP5bTq8 · row DP8QEP5bTq8

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Mr. Trouble

Listed as The Toasters – Mr. Trouble (Skaboom!) · Watch on YouTube

youtube_video FNe1A3fsKMo · row FNe1A3fsKMo

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Little Hidden Secrets

Listed as The Toasters – Little Hidden Secrets (Dub 56) · Watch on YouTube

youtube_video Gupf3Iu4b-c · row Gupf3Iu4b-c

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Properly

Listed as Toasters, The – Properly (Hard Band For Dead) · Watch on YouTube

youtube_video HaUHyzGDB64 · row HaUHyzGDB64

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Don't Let the Bastards Grind You Down

Listed as The Toasters – Don't Let the Bastards Grind You Down (History Book 1987 - 1998) · Watch on YouTube

youtube_video Hluu8kTnaCU · row Hluu8kTnaCU

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Social Security

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

youtube_video IPKJSTzxarI · row IPKJSTzxarI

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Dog Eat Dog

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

youtube_video IQEO_cQJniA · row IQEO_cQJniA

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New York Fever

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

youtube_video Iu05QbENByU · row Iu05QbENByU

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Mona

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

youtube_video KAT3ewrzlL0 · row KAT3ewrzlL0

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Shocker!

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

youtube_video KBBgveAIVOw · row KBBgveAIVOw

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Skaternity

Listed as Toasters, The – Skaternity (Hard Band For Dead) · Watch on YouTube

youtube_video KNE4KNRQZtE · row KNE4KNRQZtE

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Legal Shot

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

youtube_video KgYdl3jUqmo · row KgYdl3jUqmo

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Dancin'

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

youtube_video MeLnG_Y-ovk · row MeLnG_Y-ovk

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Weekend In L.A.

Listed as Toasters, The – Weekend In L.A. (In Retrospect) · Watch on YouTube

youtube_video NEi9FPsGMYQ · row NEi9FPsGMYQ

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Shebeen

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

youtube_video OKT9hdDLB78 · row OKT9hdDLB78

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Life In A Bubble

Listed as The Toasters – Life In A Bubble (The Toasters: 30th Anniversary) · Watch on YouTube

youtube_video PQDewRA4aY4 · row PQDewRA4aY4

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Dub 56 (Chat Mix)

Listed as Toasters, The – Dub 56 (Chat Mix) (Dub 56 (2CD)) · Watch on YouTube

youtube_video T8_Uyg27Q_w · row T8_Uyg27Q_w

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Friends

Listed as Toasters, The – Friends (Hard Band For Dead) · Watch on YouTube

youtube_video UlPsl09Q7yI · row UlPsl09Q7yI

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Ploughshares Into Guns

Listed as Toasters, The – Ploughshares Into Guns (New York Fever) · Watch on YouTube

youtube_video Ux9azE2JBNA · row Ux9azE2JBNA

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Matt Davis

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

youtube_video VS8P6eJVL-g · row VS8P6eJVL-g

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Talk Is Cheap

Listed as The Toasters – Talk Is Cheap (Skaboom!) · Watch on YouTube

youtube_video Yhphn2NuWLk · row Yhphn2NuWLk

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Night Train to Moscow

Listed as The Toasters – Night Train to Moscow (One More Bullet) · Watch on YouTube

youtube_video _iI2UB2ficY · row _iI2UB2ficY

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2-Tone Army

Listed as Toasters, The – 2-Tone Army (Hard Band For Dead) · Watch on YouTube

youtube_video btxjsv9dLGc · row btxjsv9dLGc

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I Wasn't Going To Call You Anyway

Listed as Toasters, The – I Wasn't Going To Call You Anyway (Hard Band For Dead) · Watch on YouTube

youtube_video bzgOQlOzCE0 · row bzgOQlOzCE0

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Recrimination(s)

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

youtube_video et2X7kHbfPc · row et2X7kHbfPc

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Mouse

Listed as Toasters, The – Mouse (Hard Band For Dead) · Watch on YouTube

youtube_video fpb8WnCPFzU · row fpb8WnCPFzU

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Go Girl

Listed as The Toasters – Go Girl (Thrill Me Up) · Watch on YouTube

youtube_video gMoKmlN583o · row gMoKmlN583o

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Razor Cut

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

youtube_video jPvDsjB3sKE · row jPvDsjB3sKE

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Dub 56

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

youtube_video kIhKGlVGDsI · row kIhKGlVGDsI

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Dave Goes Crazy

Listed as Toasters, The – Dave Goes Crazy (Hard Band For Dead) · Watch on YouTube

youtube_video lJ0chqnMWcM · row lJ0chqnMWcM

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Speak Your Mind

Listed as Toasters, The – Speak Your Mind (Hard Band For Dead) · Watch on YouTube

youtube_video lJ2K4kqGlxI · row lJ2K4kqGlxI

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Ska Killers

Listed as The Toasters – Ska Killers (Thrill Me Up) · Watch on YouTube

youtube_video oCZ-kFf7PNY · row oCZ-kFf7PNY

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Don't Come Running

Listed as Toasters, The – Don't Come Running (Hard Band For Dead) · Watch on YouTube

youtube_video oSPfIuJ347Q · row oSPfIuJ347Q

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Pirate Radio

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

youtube_video qCCGiifalIU · row qCCGiifalIU

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Talk Is Cheap

Listed as Toasters, The – Talk Is Cheap (Hard Band For Dead) · Watch on YouTube

youtube_video rnnuTRqEJog · row rnnuTRqEJog

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Run Rudy Run

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

youtube_video tDlrYs0-6uw · row tDlrYs0-6uw

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Secret Agent Man

Listed as Toasters, The – Secret Agent Man (Hard Band For Dead) · Watch on YouTube

youtube_video uPRG6klixus · row uPRG6klixus

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Frankenska

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

youtube_video vUBpMb3aYlk · row vUBpMb3aYlk

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Manipulator

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

youtube_video zPlBR3OoxwY · row zPlBR3OoxwY

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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.