Yes. Front 242 has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Don't Crash (Live), I Remember (Underviewer) (feat. Underviewer), Animal: Guide

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Don't Crash (Live)

Listed as Front 242 – Don't Crash (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video -dwa8TFhyL8 · row -dwa8TFhyL8

LAION-DISCO-12M

I Remember (Underviewer) (feat. Underviewer)

Listed as Front 242 – I Remember (Underviewer) (feat. Underviewer) (Geography (limited bonus)) · Watch on YouTube

youtube_video 0sEJGlWM-XM · row 0sEJGlWM-XM

LAION-DISCO-12M

Animal: Guide

Listed as Front 242 – Animal: Guide (05:22:09:12 Off) · Watch on YouTube

youtube_video 3z5X_DDb_Wc · row 3z5X_DDb_Wc

LAION-DISCO-12M

Wyhiwyg / U-Men (Live)

Listed as Front 242 – Wyhiwyg / U-Men (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video 4SDA4Hi1WK8 · row 4SDA4Hi1WK8

LAION-DISCO-12M

Strobe (Fragments)

Listed as Front 242 – Strobe (Fragments) ((Filtered) Pulse) · Watch on YouTube

youtube_video 55iiQNr4-2E · row 55iiQNr4-2E

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Headhunter (Live)

Listed as Front 242 – Headhunter (Live) (Live Code 5413356424225) · Watch on YouTube

youtube_video 5pKFomBbCvg · row 5pKFomBbCvg

LAION-DISCO-12M

Serial Killers Don't Kill Their Dog Either

Listed as Front 242 – Serial Killers Don't Kill Their Dog Either (Angels Versus Animal) · Watch on YouTube

youtube_video 74RDxE6Ff6Q · row 74RDxE6Ff6Q

LAION-DISCO-12M

(S)Crapage

Listed as Front 242 – (S)Crapage (06:21:03:11 Up Evil) · Watch on YouTube

youtube_video 7IZcMETsBXo · row 7IZcMETsBXo

LAION-DISCO-12M

D.S.M. / Moldavia (Live)

Listed as Front 242 – D.S.M. / Moldavia (Live) (USA 91 (Live)) · Watch on YouTube

youtube_video 9MrDPuMZK98 · row 9MrDPuMZK98

LAION-DISCO-12M

Serial Killers Don't Kill Their Boyfriend

Listed as Front 242 – Serial Killers Don't Kill Their Boyfriend (05:22:09:12 Off) · Watch on YouTube

youtube_video BiiBM6EbgQ4 · row BiiBM6EbgQ4

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Break Me (Female)

Listed as Front 242 – Break Me (Female) (Angels Versus Animal) · Watch on YouTube

youtube_video E_WuQJpevZ8 · row E_WuQJpevZ8

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No More No More

Listed as Front 242 – No More No More (Pulse) · Watch on YouTube

youtube_video Jdy6dHFDXFA · row Jdy6dHFDXFA

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Rhythm Of Time (Victor The Cleaner Mix By The Orb)

Listed as Front 242 – Rhythm Of Time (Victor The Cleaner Mix By The Orb) ([email protected]@ge) · Watch on YouTube

youtube_video JuOnZUFajj0 · row JuOnZUFajj0

LAION-DISCO-12M

Kinetics

Listed as Front 242 – Kinetics (Geography (2004)) · Watch on YouTube

youtube_video K0pyC_g1r1o · row K0pyC_g1r1o

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Pan Dhemihk

Listed as Front 242 – Pan Dhemihk (Pulse) · Watch on YouTube

youtube_video L_MYpkrTe8c · row L_MYpkrTe8c

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Loud

Listed as Front 242 – Loud ((Filtered) Pulse) · Watch on YouTube

youtube_video M5-LzyBJawE · row M5-LzyBJawE

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GenEcide

Listed as Front 242 – GenEcide (05:22:09:12 Off) · Watch on YouTube

youtube_video MDvrho0EzhQ · row MDvrho0EzhQ

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Red Team (Live)

Listed as Front 242 – Red Team (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video MfqFxFyHBCQ · row MfqFxFyHBCQ

LAION-DISCO-12M

Robots In Berlin (feat. Jean-Luc De Meyer)

Listed as JG and the Robots, Front 242 – Robots In Berlin (feat. Jean-Luc De Meyer) (JG-R3) · Watch on YouTube

youtube_video MuLZPSn724w · row MuLZPSn724w

LAION-DISCO-12M

Leitmotiv 136

Listed as Front 242 – Leitmotiv 136 (Tyranny >For You<) · Watch on YouTube

youtube_video OxfcKCbobVQ · row OxfcKCbobVQ

LAION-DISCO-12M

Take One (Kant Kino Remix)

Listed as Front 242 – Take One (Kant Kino Remix) (<<rewind<<) · Watch on YouTube

youtube_video SEN6eovN95s · row SEN6eovN95s

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Angst

Listed as Front 242 – Angst (Official Version) · Watch on YouTube

youtube_video UrZvdVO05Lc · row UrZvdVO05Lc

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Roboter In Berlin (Deutschsprachiger) (feat. Jean-Luc De Meyer)

Listed as JG and the Robots, Front 242 – Roboter In Berlin (Deutschsprachiger) (feat. Jean-Luc De Meyer) (JG-R3) · Watch on YouTube

youtube_video YxWHSpPY1T0 · row YxWHSpPY1T0

LAION-DISCO-12M

Matrix

Listed as Front 242 – Matrix ((Filtered) Pulse) · Watch on YouTube

youtube_video ZlvKHJhZNUo · row ZlvKHJhZNUo

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Triplexxxgirlfriend

Listed as Front 242 – Triplexxxgirlfriend ((Filtered) Pulse) · Watch on YouTube

youtube_video _LU_oMQ1z8s · row _LU_oMQ1z8s

LAION-DISCO-12M

Gripped by Fear

Listed as Front 242 – Gripped by Fear (Mixed By Fear) · Watch on YouTube

youtube_video cLTKGzKBlfA · row cLTKGzKBlfA

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Melt: Again

Listed as Front 242 – Melt: Again (05:22:09:12 Off) · Watch on YouTube

youtube_video dSJLbvrXAas · row dSJLbvrXAas

LAION-DISCO-12M

Headhunter (Live)

Listed as Front 242 – Headhunter (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video eJqGlXAiyqM · row eJqGlXAiyqM

LAION-DISCO-12M

Animal: Cage

Listed as Front 242 – Animal: Cage (05:22:09:12 Off) · Watch on YouTube

youtube_video gdr8zXfRI58 · row gdr8zXfRI58

LAION-DISCO-12M

Mutilate

Listed as Front 242 – Mutilate (06:21:03:11 Up Evil) · Watch on YouTube

youtube_video hgZkca3YYnY · row hgZkca3YYnY

LAION-DISCO-12M

Black White Blue

Listed as Front 242 – Black White Blue (Geography (2004)) · Watch on YouTube

youtube_video iMMpjD01YY8 · row iMMpjD01YY8

LAION-DISCO-12M

New York 2.0 (Extended Razormaid Mix)

Listed as Front 242, Machine X, Razormaid – New York 2.0 (Extended Razormaid Mix) (Numbers Covered (Extended)) · Watch on YouTube

youtube_video iiI7sxmopvs · row iiI7sxmopvs

LAION-DISCO-12M

Der Verfluchte Engel (Live)

Listed as Front 242 – Der Verfluchte Engel (Live) (Live Code 5413356424225) · Watch on YouTube

youtube_video oo-3EsPY2ZY · row oo-3EsPY2ZY

LAION-DISCO-12M

Masterhit (Live)

Listed as Front 242 – Masterhit (Live) (Live Code 5413356424225) · Watch on YouTube

youtube_video qAewiyzwwfQ · row qAewiyzwwfQ

LAION-DISCO-12M

Speed Angels

Listed as Front 242 – Speed Angels (05:22:09:12 Off) · Watch on YouTube

youtube_video qd9FMIkgxik · row qd9FMIkgxik

LAION-DISCO-12M

Take One (Korea Huntington Mix)

Listed as Front 242 – Take One (Korea Huntington Mix) (Electronic Body Matrix 2) · Watch on YouTube

youtube_video r_O8yoDyCA4 · row r_O8yoDyCA4

LAION-DISCO-12M

Hypnomix

Listed as Front 242 – Hypnomix (Official Version) · Watch on YouTube

youtube_video t7UCmufF5AY · row t7UCmufF5AY

LAION-DISCO-12M

Felines (Live)

Listed as Front 242 – Felines (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video t9gTSKiimAQ · row t9gTSKiimAQ

LAION-DISCO-12M

Collision

Listed as Front 242 – Collision (Still & Raw) · Watch on YouTube

youtube_video u_L2ICKLlzg · row u_L2ICKLlzg

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Animal: Zoo

Listed as Front 242 – Animal: Zoo (05:22:09:12 Off) · Watch on YouTube

youtube_video vWAB2qgHdxY · row vWAB2qgHdxY

LAION-DISCO-12M

Crushed: Obscene

Listed as Front 242 – Crushed: Obscene (05:22:09:12 Off) · Watch on YouTube

youtube_video xYmm-kvNuk4 · row xYmm-kvNuk4

LAION-DISCO-12M

Chanson (Prothese) (feat. Prothese)

Listed as Front 242 – Chanson (Prothese) (feat. Prothese) (Geography (limited bonus)) · Watch on YouTube

youtube_video ysDddireNxQ · row ysDddireNxQ

LAION-DISCO-12M

Fifo (Live)

Listed as Front 242 – Fifo (Live) (Ancienne Belgique 89 - Front by Front (Live)) · Watch on YouTube

youtube_video zcDffAjcrIU · row zcDffAjcrIU

LAION-DISCO-12M

Strobe

Listed as Front 242 – Strobe (Still & Raw) · Watch on YouTube

youtube_video zrBcPNFP7Rk · row zrBcPNFP7Rk

LAION-DISCO-12M

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.