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 Im Rhythmus Bleiben, Rhythm of Time, Until Death -Us Do Pt. -

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.

Im Rhythmus Bleiben

Listed as Front 242 – Im Rhythmus Bleiben (Front by Front) · Watch on YouTube

youtube_video -BEdLpc14i0 · row -BEdLpc14i0

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Rhythm of Time

Listed as Front 242 – Rhythm of Time (Tyranny >For You<) · Watch on YouTube

youtube_video 01GzcTe8jhE · row 01GzcTe8jhE

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Until Death -Us Do Pt. -

Listed as Front 242 – Until Death -Us Do Pt. - (Front by Front) · Watch on YouTube

youtube_video 1Soxp85Kuhk · row 1Soxp85Kuhk

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Work 242 n.Off Is n.Off

Listed as Front 242 – Work 242 n.Off Is n.Off (Front by Front) · Watch on YouTube

youtube_video 2T3Qw0DBCl4 · row 2T3Qw0DBCl4

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Sacrifice

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

youtube_video 2i_yUS7r1bk · row 2i_yUS7r1bk

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Don't Crash

Listed as Front 242 – Don't Crash (Politics of Pressure) · Watch on YouTube

youtube_video 5bB8aGUB6LQ · row 5bB8aGUB6LQ

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W.Y.H.I.W.Y.G.

Listed as Front 242 – W.Y.H.I.W.Y.G. (Official Version) · Watch on YouTube

youtube_video 6n-5znpTDWE · row 6n-5znpTDWE

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No Shuffle V2

Listed as Front 242 – No Shuffle V2 (Politics of Pressure) · Watch on YouTube

youtube_video 76P_d4VjUI4 · row 76P_d4VjUI4

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Welcome to Paradise (Live)

Listed as Front 242 – Welcome to Paradise (Live) (Catch the Men (Live)) · Watch on YouTube

youtube_video 8voumTWEK8c · row 8voumTWEK8c

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Work 01

Listed as Front 242 – Work 01 (Front by Front) · Watch on YouTube

youtube_video AUbyGuXxA-U · row AUbyGuXxA-U

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Junkdrome

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

youtube_video BhxTdQA88Y8 · row BhxTdQA88Y8

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Felines

Listed as Front 242 – Felines (Front by Front) · Watch on YouTube

youtube_video Ey7LdIDffog · row Ey7LdIDffog

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Moldavia

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

youtube_video FA2yJTGHmik · row FA2yJTGHmik

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Masterhit, Pt. 1 & 2

Listed as Front 242 – Masterhit, Pt. 1 & 2 (Official Version) · Watch on YouTube

youtube_video GS3NldiNVk4 · row GS3NldiNVk4

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Controversy Between

Listed as Front 242 – Controversy Between (Endless Riddance) · Watch on YouTube

youtube_video HBHRLWCvaPI · row HBHRLWCvaPI

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Kommando (Remix)

Listed as Front 242 – Kommando (Remix) (Politics of Pressure) · Watch on YouTube

youtube_video IV1X4XrvceM · row IV1X4XrvceM

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Happiness: More Angels

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

youtube_video JSYcksWvJlA · row JSYcksWvJlA

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Quite Unusual (1)

Listed as Front 242 – Quite Unusual (1) (Official Version) · Watch on YouTube

youtube_video JsgIqFnKk28 · row JsgIqFnKk28

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Terminal State

Listed as Front 242 – Terminal State (Front by Front) · Watch on YouTube

youtube_video KyNbPfWdO6Q · row KyNbPfWdO6Q

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Masterblaster

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

youtube_video Mt_fzZNPsxk · row Mt_fzZNPsxk

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Blend the Stengths

Listed as Front 242 – Blend the Stengths (Front by Front) · Watch on YouTube

youtube_video OTmHOVbGUIw · row OTmHOVbGUIw

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Never Stop ! V1.1

Listed as Front 242 – Never Stop ! V1.1 (Front by Front) · Watch on YouTube

youtube_video P6B4GKPkP5k · row P6B4GKPkP5k

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Headhunter V3.0

Listed as Front 242 – Headhunter V3.0 (Front by Front) · Watch on YouTube

youtube_video Q1Afuqd0j2Y · row Q1Afuqd0j2Y

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U-Men

Listed as Front 242 – U-Men (Geography (2004)) · Watch on YouTube

youtube_video RqCZztGYnpI · row RqCZztGYnpI

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Body To Body (1988 Mix)

Listed as Front 242 – Body To Body (1988 Mix) (Dancing In Darkness) · Watch on YouTube

youtube_video SoMP8iRdnX8 · row SoMP8iRdnX8

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Animal: Gate

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

youtube_video T_yM28n-U1c · row T_yM28n-U1c

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Never Stop ! V1.0

Listed as Front 242 – Never Stop ! V1.0 (Front by Front) · Watch on YouTube

youtube_video UgMyH-6qjQ8 · row UgMyH-6qjQ8

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No Shuffle

Listed as Front 242 – No Shuffle (No Comment) · Watch on YouTube

youtube_video UrUXTBY0gsc · row UrUXTBY0gsc

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Principles

Listed as Front 242 – Principles (Two In One) · Watch on YouTube

youtube_video WRerobzmTAY · row WRerobzmTAY

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Circling Overland

Listed as Front 242 – Circling Overland (Front by Front) · Watch on YouTube

youtube_video Xr3qS0fWZIg · row Xr3qS0fWZIg

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Religion (The Prodigy Trance U Down Mix)

Listed as Front 242 – Religion (The Prodigy Trance U Down Mix) (Religion) · Watch on YouTube

youtube_video YYl1fWJuvvE · row YYl1fWJuvvE

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Work 242

Listed as Front 242 – Work 242 (Front by Front) · Watch on YouTube

youtube_video Z5tMd9HYp-k · row Z5tMd9HYp-k

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Religion

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

youtube_video b5w9EEf_c8Q · row b5w9EEf_c8Q

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Tragedy >For You<

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

youtube_video bJ-XdoxJ6QU · row bJ-XdoxJ6QU

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Commando Mix

Listed as Front 242 – Commando Mix (No Comment) · Watch on YouTube

youtube_video bXmh26rXuhA · row bXmh26rXuhA

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Welcome to Paradise (V1.0)

Listed as Front 242 – Welcome to Paradise (V1.0) (Front by Front) · Watch on YouTube

youtube_video bzXaGQrZtik · row bzXaGQrZtik

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Animal (radio)

Listed as Front 242 – Animal (radio) (Angels Versus Animal) · Watch on YouTube

youtube_video cOhQNnHjQ-o · row cOhQNnHjQ-o

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Neurobashing

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

youtube_video f4nt09-CxnU · row f4nt09-CxnU

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Crapage

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

youtube_video gG5X6Re8N7s · row gG5X6Re8N7s

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Take One (Re-Built)

Listed as Front 242 – Take One (Re-Built) (Geography (limited bonus)) · Watch on YouTube

youtube_video hevMNhTZfXk · row hevMNhTZfXk

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First In / First Out

Listed as Front 242 – First In / First Out (Front by Front) · Watch on YouTube

youtube_video jgCSyLIriFA · row jgCSyLIriFA

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Dsmo1 This World Must Be Destroyed

Listed as Front 242 – Dsmo1 This World Must Be Destroyed (Mixed By Fear) · Watch on YouTube

youtube_video nMwYrtq_MLc · row nMwYrtq_MLc

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Special Forces

Listed as Front 242 – Special Forces (No Comment) · Watch on YouTube

youtube_video n_TM4MlV30c · row n_TM4MlV30c

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Gripped by Fear

Listed as Front 242 – Gripped by Fear (Tyranny >For You<) · Watch on YouTube

youtube_video oOcjB5IpU9I · row oOcjB5IpU9I

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Lovely Day

Listed as Front 242 – Lovely Day (No Comment) · Watch on YouTube

youtube_video oyz4sc8-aH8 · row oyz4sc8-aH8

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Operating Tracks

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

youtube_video q_nXKb-8Szo · row q_nXKb-8Szo

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Headhunter (V1.0)

Listed as Front 242 – Headhunter (V1.0) (Front by Front) · Watch on YouTube

youtube_video r40vMG7TlG0 · row r40vMG7TlG0

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Rerun Time

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

youtube_video raz9x1HfRAI · row raz9x1HfRAI

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Take One

Listed as Front 242 – Take One (Endless Riddance) · Watch on YouTube

youtube_video rpTcuoz7cPo · row rpTcuoz7cPo

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Funkahdafi

Listed as Front 242 – Funkahdafi (Politics of Pressure) · Watch on YouTube

youtube_video uLLqHSqj4qM · row uLLqHSqj4qM

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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.