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 Dialogues, Television Station, Serial Killers Don't Kill Their Girlfriend

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.

Dialogues

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

youtube_video -V7Ol8O6a_w · row -V7Ol8O6a_w

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Television Station

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

youtube_video 0wRd6CLt8B0 · row 0wRd6CLt8B0

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Serial Killers Don't Kill Their Girlfriend

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

youtube_video 1OrFrVnpRTw · row 1OrFrVnpRTw

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S.Fr. Nomenklatura (1&2)

Listed as Front 242 – S.Fr. Nomenklatura (1&2) (No Comment) · Watch on YouTube

youtube_video 2XGKJimHMKQ · row 2XGKJimHMKQ

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Crushed

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

youtube_video 2q6pVGfUbIA · row 2q6pVGfUbIA

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Soul Manager

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

youtube_video 3lHQ6PtohN8 · row 3lHQ6PtohN8

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Skin: Fur Coat

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

youtube_video 3uZ-9h6HdA8 · row 3uZ-9h6HdA8

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Religion (Pussy Whipped Mix)

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

youtube_video 41sAXDTgyNc · row 41sAXDTgyNc

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Body To Body

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

youtube_video 5yXrrqKREYs · row 5yXrrqKREYs

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With Your Cries

Listed as Front 242 – With Your Cries (Geography (2004)) · Watch on YouTube

youtube_video 6Sc-NRVzuIA · row 6Sc-NRVzuIA

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Sample D

Listed as Front 242 – Sample D (Endless Riddance) · Watch on YouTube

youtube_video 6eWBjclZUa4 · row 6eWBjclZUa4

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Agony -Until Death-

Listed as Front 242 – Agony -Until Death- (Front by Front) · Watch on YouTube

youtube_video 7O98fAIcb5s · row 7O98fAIcb5s

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No Shuffle (Terence Fixmer Remix)

Listed as Front 242 – No Shuffle (Terence Fixmer Remix) (<<rewind<<) · Watch on YouTube

youtube_video 8tYWE1JOVsI · row 8tYWE1JOVsI

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Fuel

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

youtube_video 8xpnmfHMxMk · row 8xpnmfHMxMk

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Waste

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

youtube_video 9DLWuOcEBEg · row 9DLWuOcEBEg

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Geography I

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

youtube_video 9_UuEfxdmFM · row 9_UuEfxdmFM

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Take One (Radical G Remix)

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

youtube_video 9wfzmqPsIWI · row 9wfzmqPsIWI

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Agressiva

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

youtube_video AmEd9DewnJs · row AmEd9DewnJs

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Controversy Between (Aerial Version)

Listed as Front 242 – Controversy Between (Aerial Version) (Geography (limited bonus)) · Watch on YouTube

youtube_video AoqFOSW8Oac · row AoqFOSW8Oac

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Skin

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

youtube_video D04eULAie6E · row D04eULAie6E

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Least Inkling

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

youtube_video ECVykqWxnY0 · row ECVykqWxnY0

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Happiness (Dance Mix By Underworld)

Listed as Front 242 – Happiness (Dance Mix By Underworld) ([email protected]@ge) · Watch on YouTube

youtube_video HeX1PsqcrcM · row HeX1PsqcrcM

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Hymn

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

youtube_video Hf549wll4S8 · row Hf549wll4S8

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Conditionnel Humain (Prothese) (feat. Prothese)

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

youtube_video IPch4yvqfQg · row IPch4yvqfQg

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Deceit

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

youtube_video I_2XJYoqSho · row I_2XJYoqSho

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Melt

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

youtube_video JYEq7jP4CIQ · row JYEq7jP4CIQ

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Der verfluchte Engel

Listed as Front 242 – Der verfluchte Engel (Angels Versus Animal) · Watch on YouTube

youtube_video K7SdM7MHcyA · row K7SdM7MHcyA

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Red Team

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

youtube_video KifCUslvxEA · row KifCUslvxEA

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Religion (The Prodigy Bass Under Siege Mix)

Listed as Front 242 – Religion (The Prodigy Bass Under Siege Mix) (Religion) · Watch on YouTube

youtube_video M-ojAlFwUFw · row M-ojAlFwUFw

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GVDT

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

youtube_video NpxwXBQYR5s · row NpxwXBQYR5s

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Seq666

Listed as Front 242 – Seq666 (Pulse) · Watch on YouTube

youtube_video QIMEqzvKkVE · row QIMEqzvKkVE

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Motion

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

youtube_video Sy2rsyefhHQ · row Sy2rsyefhHQ

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Ethics

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

youtube_video TMrXx6WpXF4 · row TMrXx6WpXF4

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Flag

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

youtube_video TgwxwSHhDfg · row TgwxwSHhDfg

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Couteau (Prothese) (feat. Prothese)

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

youtube_video WcGNh0nu4uY · row WcGNh0nu4uY

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Body To Body (2trax)

Listed as Front 242 – Body To Body (2trax) (Geography (limited bonus)) · Watch on YouTube

youtube_video ZL2cpJvfCGo · row ZL2cpJvfCGo

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Modern Angel

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

youtube_video _pRTAtXyGuQ · row _pRTAtXyGuQ

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Art And Strategy

Listed as Front 242 – Art And Strategy (Geography (2004)) · Watch on YouTube

youtube_video bvOMg_mCBrg · row bvOMg_mCBrg

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The Untold

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

youtube_video cTa5KO4YdDU · row cTa5KO4YdDU

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Kampfbereit

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

youtube_video fGle_qgl1Q4 · row fGle_qgl1Q4

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Stratoscape

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

youtube_video fWZ4C29lRb0 · row fWZ4C29lRb0

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7rain

Listed as Front 242 – 7rain ((Filtered) Pulse) · Watch on YouTube

youtube_video jCF-PL7r5IY · row jCF-PL7r5IY

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Together

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

youtube_video kbnRw9JSKAI · row kbnRw9JSKAI

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Geography II

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

youtube_video nLvI58N7Aoo · row nLvI58N7Aoo

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Happiness

Listed as Front 242 – Happiness (Re:Boot (+ bonus tracks)) · Watch on YouTube

youtube_video o1pXozeJtkQ · row o1pXozeJtkQ

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One

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

youtube_video oH5b2Q42M5M · row oH5b2Q42M5M

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Slaughter

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

youtube_video qWfAhiQVMIs · row qWfAhiQVMIs

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Trigger 2: Anatomy of a Shot

Listed as Front 242 – Trigger 2: Anatomy of a Shot (Tyranny >For You<) · Watch on YouTube

youtube_video tCyHRBbSfAQ · row tCyHRBbSfAQ

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Agressiva Due

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

youtube_video yGiM6jAtFkw · row yGiM6jAtFkw

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Don't Crash (The Hacker Remix)

Listed as Front 242 – Don't Crash (The Hacker Remix) (<<rewind<<) · Watch on YouTube

youtube_video yXHZNKwEBB4 · row yXHZNKwEBB4

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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.