YouTrained

Artist Front Line Assembly on YouTube Music

Yes. Front Line Assembly has 143 songs listed in a dataset used to train AI music models.

Used for training 143

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 Modus Operandi, Pressure Wave, Evil Playground

Listed under the artist name 143 songs in LAION-DISCO-12M

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

Modus Operandi

Listed as Front Line Assembly – Modus Operandi (Hard Wired) · Watch on YouTube

youtube_video 1kyxuKcDmf0 · row 1kyxuKcDmf0

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Pressure Wave

Listed as Front Line Assembly – Pressure Wave (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video 3bGQt8GNc6g · row 3bGQt8GNc6g

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Evil Playground

Listed as Front Line Assembly – Evil Playground (Flavour Of The Weak) · Watch on YouTube

youtube_video 4hFFZD3PvhI · row 4hFFZD3PvhI

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Hatevol (Black Asteroid Mix)

Listed as Front Line Assembly – Hatevol (Black Asteroid Mix) (Mechanical Soul) · Watch on YouTube

youtube_video 4onvtQVTDK0 · row 4onvtQVTDK0

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Forge

Listed as Front Line Assembly – Forge (Caustic Grip) · Watch on YouTube

youtube_video 5Xc5CUL4Uw0 · row 5Xc5CUL4Uw0

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Condemned

Listed as Front Line Assembly – Condemned (Hard Wired) · Watch on YouTube

youtube_video 80H86CJdB1Q · row 80H86CJdB1Q

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Release

Listed as Front Line Assembly – Release (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video 8SEp1TT5eHY · row 8SEp1TT5eHY

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Conscience

Listed as Front Line Assembly – Conscience (Epitaph) · Watch on YouTube

youtube_video 8cmgFLF3Hm4 · row 8cmgFLF3Hm4

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Spitting Wind (feat. Chris Connelly)

Listed as Front Line Assembly – Spitting Wind (feat. Chris Connelly) (Wake up the Coma) · Watch on YouTube

youtube_video 8d8kohcL1nE · row 8d8kohcL1nE

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Mental Distortion CG

Listed as Front Line Assembly – Mental Distortion CG (Caustic Grip) · Watch on YouTube

youtube_video 9pwrKxMdL6Y · row 9pwrKxMdL6Y

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Leveled

Listed as Front Line Assembly – Leveled (Echogenetic) · Watch on YouTube

youtube_video Itg95FsLZ18 · row Itg95FsLZ18

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Anthropod

Listed as Front Line Assembly – Anthropod (Warmech) · Watch on YouTube

youtube_video JmOmG4RQIi4 · row JmOmG4RQIi4

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Justify My Love

Listed as Front Line Assembly – Justify My Love (Essential '80s Masters) · Watch on YouTube

youtube_video K1v7KlITXxk · row K1v7KlITXxk

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Downfall

Listed as Front Line Assembly – Downfall (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video Knd7h18Z5dQ · row Knd7h18Z5dQ

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Rubber Tube Gag

Listed as Front Line Assembly – Rubber Tube Gag (Mechanical Soul) · Watch on YouTube

youtube_video Lv2dYmaScJo · row Lv2dYmaScJo

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New World

Listed as Front Line Assembly – New World (Mechanical Soul) · Watch on YouTube

youtube_video MAJ53Z4xk4E · row MAJ53Z4xk4E

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Komm, Stirbt Mit Mir

Listed as Front Line Assembly – Komm, Stirbt Mit Mir (Mechanical Soul) · Watch on YouTube

youtube_video N-qkoQRYpms · row N-qkoQRYpms

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Victim

Listed as Front Line Assembly – Victim (Caustic Grip) · Watch on YouTube

youtube_video OYjEo9TcjiA · row OYjEo9TcjiA

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Plasma Springs

Listed as Front Line Assembly – Plasma Springs (Millennium) · Watch on YouTube

youtube_video PkdaxdaLDGU · row PkdaxdaLDGU

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Death Level

Listed as Front Line Assembly – Death Level (AirMech) · Watch on YouTube

youtube_video RvWWNUUHGVI · row RvWWNUUHGVI

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Decoy

Listed as Front Line Assembly – Decoy (Epitaph) · Watch on YouTube

youtube_video S1zG3IPPKZY · row S1zG3IPPKZY

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Autoerotic

Listed as Front Line Assembly – Autoerotic (Flavour Of The Weak) · Watch on YouTube

youtube_video UswPd-J6JSY · row UswPd-J6JSY

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Comatose

Listed as Front Line Assembly – Comatose (Flavour Of The Weak) · Watch on YouTube

youtube_video Vpndb4YOGAM · row Vpndb4YOGAM

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New Year's Day

Listed as Tiffany, Front Line Assembly – New Year's Day (Pure '80s Hits) · Watch on YouTube

youtube_video YwNiO6qG7fU · row YwNiO6qG7fU

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Pulse Charge

Listed as Front Line Assembly – Pulse Charge (AirMech) · Watch on YouTube

youtube_video Zfl_4Db91h4 · row Zfl_4Db91h4

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Mortal

Listed as Front Line Assembly – Mortal (Hard Wired) · Watch on YouTube

youtube_video Zr-n0c8UnoA · row Zr-n0c8UnoA

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Laws Of Deception

Listed as Front Line Assembly – Laws Of Deception (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video _wv6x751AFM · row _wv6x751AFM

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Sado-Masochist

Listed as Front Line Assembly – Sado-Masochist (Flavour Of The Weak) · Watch on YouTube

youtube_video aFc-T_p3fCY · row aFc-T_p3fCY

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Division of Mind

Listed as Front Line Assembly – Division of Mind (Millennium) · Watch on YouTube

youtube_video aGHDSYSFjes · row aGHDSYSFjes

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First Reprisal

Listed as Front Line Assembly – First Reprisal (State of Mind (2022 Remaster)) · Watch on YouTube

youtube_video ajQ6maF86W8 · row ajQ6maF86W8

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Machine Slave

Listed as Front Line Assembly – Machine Slave (Implode) · Watch on YouTube

youtube_video c9-1plwePPU · row c9-1plwePPU

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Landslide

Listed as Front Line Assembly – Landslide (State of Mind (2022 Remaster)) · Watch on YouTube

youtube_video cpt-I5Qcpes · row cpt-I5Qcpes

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Sex Offender

Listed as Front Line Assembly – Sex Offender (Millennium) · Watch on YouTube

youtube_video gFrWUI1vPWY · row gFrWUI1vPWY

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Target

Listed as Front Line Assembly – Target (Reclamation) · Watch on YouTube

youtube_video kfduc2iHtzg · row kfduc2iHtzg

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Total Terror

Listed as Front Line Assembly – Total Terror (Complete Total Terror) · Watch on YouTube

youtube_video lJbY_A9Wmao · row lJbY_A9Wmao

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Buried Alive

Listed as Front Line Assembly – Buried Alive (Artificial Soldier) · Watch on YouTube

youtube_video m4FnbNmiv18 · row m4FnbNmiv18

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Parasite

Listed as Front Line Assembly – Parasite (Civilization) · Watch on YouTube

youtube_video mn_d9PjMxYo · row mn_d9PjMxYo

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System Anomaly

Listed as Front Line Assembly – System Anomaly (AirMech) · Watch on YouTube

youtube_video ntY2A8Pffrk · row ntY2A8Pffrk

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Insolence

Listed as Front Line Assembly – Insolence (Epitaph) · Watch on YouTube

youtube_video p4HjsDOeIbE · row p4HjsDOeIbE

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Millennium (Ashes to Ashes Mix)

Listed as Front Line Assembly – Millennium (Ashes to Ashes Mix) (Reclamation) · Watch on YouTube

youtube_video smWU6KuMzV4 · row smWU6KuMzV4

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Falling

Listed as Front Line Assembly – Falling (Implode) · Watch on YouTube

youtube_video srcsAjQ3SAI · row srcsAjQ3SAI

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Corruption

Listed as Front Line Assembly – Corruption (Flavour Of The Weak) · Watch on YouTube

youtube_video u7CeLPyQvjs · row u7CeLPyQvjs

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Existance

Listed as Front Line Assembly – Existance (Epitaph) · Watch on YouTube

youtube_video zkUZrFUx9DA · row zkUZrFUx9DA

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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.

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