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 Millennium, Alone, Iceolate CG

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.

Millennium

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

youtube_video 0AO3-l7AvAc · row 0AO3-l7AvAc

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Alone

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

youtube_video 0pHAvUj_1wE · row 0pHAvUj_1wE

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Iceolate CG

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

youtube_video 0uEP-Ye1M6Y · row 0uEP-Ye1M6Y

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Eye on You (feat. Robert Görl)

Listed as Front Line Assembly – Eye on You (feat. Robert Görl) (Wake up the Coma) · Watch on YouTube

youtube_video 5Mzj3u1bU1g · row 5Mzj3u1bU1g

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I. E. D.

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

youtube_video 5QFSFGuXZVo · row 5QFSFGuXZVo

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Stupidity (featuring Al Jourgensen) (feat. Al Jourgensen)

Listed as Front Line Assembly – Stupidity (featuring Al Jourgensen) (feat. Al Jourgensen) (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video 5lrhTVUX50E · row 5lrhTVUX50E

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Structures

Listed as Front Line Assembly – Structures (Wake up the Coma) · Watch on YouTube

youtube_video 6ZVkj5sPW3w · row 6ZVkj5sPW3w

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Negative Territory

Listed as Front Line Assembly – Negative Territory (Wake up the Coma) · Watch on YouTube

youtube_video 913M8ffIc-U · row 913M8ffIc-U

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Unleashed

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

youtube_video AHwOtNE5KiI · row AHwOtNE5KiI

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Rock Me Amadeus (feat. Jimmy Urine)

Listed as Front Line Assembly – Rock Me Amadeus (feat. Jimmy Urine) (Wake up the Coma) · Watch on YouTube

youtube_video Af4WYSd6UcI · row Af4WYSd6UcI

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Prophecy

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

youtube_video CH_UTWS9Ly0 · row CH_UTWS9Ly0

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Killing Grounds

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

youtube_video D5TzRxl3czs · row D5TzRxl3czs

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Barcode

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

youtube_video ElHke-hYidE · row ElHke-hYidE

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Plasticity

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

youtube_video EvcPveoG7xg · row EvcPveoG7xg

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Everything Must Perish

Listed as Front Line Assembly – Everything Must Perish (Epitaph) · Watch on YouTube

youtube_video FdDWH7hVEcY · row FdDWH7hVEcY

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Maniacal

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

youtube_video GY3ClwvjPlg · row GY3ClwvjPlg

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Fragmented

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

youtube_video HJMVg60XBWE · row HJMVg60XBWE

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Mindphaser

Listed as Front Line Assembly – Mindphaser (14 Years Of Electronic Challenge Volume 2) · Watch on YouTube

youtube_video I3QkDbiAyx0 · row I3QkDbiAyx0

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Shifting Through The Lens (Extended Version)

Listed as Front Line Assembly – Shifting Through The Lens (Extended Version) (Improvised.Electronic.Device.) · Watch on YouTube

youtube_video KSJfV0s4YBA · row KSJfV0s4YBA

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Surface Patterns

Listed as Front Line Assembly – Surface Patterns (Millennium) · Watch on YouTube

youtube_video LmyrARHcs0A · row LmyrARHcs0A

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Afterlife

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

youtube_video Lv68skhSkwk · row Lv68skhSkwk

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Bio-Mechanic

Listed as Front Line Assembly – Bio-Mechanic (Industrial metal) · Watch on YouTube

youtube_video M4_lZa26GY8 · row M4_lZa26GY8

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Retribution

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

youtube_video Mv0L6-c3DDo · row Mv0L6-c3DDo

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Synthetic Forms

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

youtube_video MzRu4NhTbJE · row MzRu4NhTbJE

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Lose

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

youtube_video NivHwVodKzQ · row NivHwVodKzQ

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Liquid Separation

Listed as Front Line Assembly – Liquid Separation (Millennium) · Watch on YouTube

youtube_video Poo6cgX5dww · row Poo6cgX5dww

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Living a Lie

Listed as Front Line Assembly – Living a Lie (Wake up the Coma) · Watch on YouTube

youtube_video Q-3hz3_KHFg · row Q-3hz3_KHFg

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Ghosts

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

youtube_video Q-kSApXaKWI · row Q-kSApXaKWI

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Vanished

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

youtube_video Q01atitNtUI · row Q01atitNtUI

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Deadened

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

youtube_video RvLs6MbO16w · row RvLs6MbO16w

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Everything That Was Before

Listed as Front Line Assembly – Everything That Was Before (AirMech) · Watch on YouTube

youtube_video ShZh-lDavaI · row ShZh-lDavaI

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Dead Planet

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

youtube_video VCxNuLrxZP4 · row VCxNuLrxZP4

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Arbeit

Listed as Front Line Assembly – Arbeit (Wake up the Coma) · Watch on YouTube

youtube_video VUqOPvF3YEE · row VUqOPvF3YEE

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Mesmerized

Listed as Front Line Assembly – Mesmerized (Wake up the Coma) · Watch on YouTube

youtube_video Vc0F6TkBxcw · row Vc0F6TkBxcw

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Predator (Final Mix)

Listed as Front Line Assembly – Predator (Final Mix) (Re-Wind) · Watch on YouTube

youtube_video Vmfs3WDjV2w · row Vmfs3WDjV2w

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Civilization

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

youtube_video Xe-mRgnbxm4 · row Xe-mRgnbxm4

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Threshold

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

youtube_video c3znVCaWMtk · row c3znVCaWMtk

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Exo

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

youtube_video cpINoYES4Gc · row cpINoYES4Gc

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Wake up the Coma (feat. Nick Holmes)

Listed as Front Line Assembly – Wake up the Coma (feat. Nick Holmes) (Wake up the Coma) · Watch on YouTube

youtube_video dI35ID18qgM · row dI35ID18qgM

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This Faith

Listed as Front Line Assembly – This Faith (Millennium) · Watch on YouTube

youtube_video h8Rb5O3gHYI · row h8Rb5O3gHYI

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Neologic Spasm

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

youtube_video i_o25KZ5vWw · row i_o25KZ5vWw

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Unknown.

Listed as Front Line Assembly – Unknown. (Mechanical Soul) · Watch on YouTube

youtube_video ldxQ-cH5Rg8 · row ldxQ-cH5Rg8

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Angriff

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

youtube_video mZH1wgpMO1Q · row mZH1wgpMO1Q

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Provision

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

youtube_video ntuTHOYPt04 · row ntuTHOYPt04

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Psychosomatic

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

youtube_video pnFg9oOf0Xc · row pnFg9oOf0Xc

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Epitaph

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

youtube_video sH4drWH8hzY · row sH4drWH8hzY

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Resist

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

youtube_video tEYnON-uFRE · row tEYnON-uFRE

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Vigilante

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

youtube_video tQyr--RKjU0 · row tQyr--RKjU0

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Blood

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

youtube_video x1ZuhgjFCd4 · row x1ZuhgjFCd4

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Circuitry

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

youtube_video xj625s5bTHw · row xj625s5bTHw

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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.

Is this you?