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 Electric Dreams, Tilt, Don't Trust Anyone

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.

Electric Dreams

Listed as Front Line Assembly – Electric Dreams (Fallout) · Watch on YouTube

youtube_video 0-t_kqytOfE · row 0-t_kqytOfE

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Tilt

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

youtube_video 1ghXkrpV1gg · row 1ghXkrpV1gg

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Don't Trust Anyone

Listed as Front Line Assembly – Don't Trust Anyone (Implode) · Watch on YouTube

youtube_video 3MMmugKNM3Y · row 3MMmugKNM3Y

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Body Count

Listed as Front Line Assembly – Body Count (Disorder) · Watch on YouTube

youtube_video 3cmy9us-pm4 · row 3cmy9us-pm4

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Silent Ceremony

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

youtube_video 3eypNGdz2Ss · row 3eypNGdz2Ss

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Future Fail

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

youtube_video 4JDIMdw098k · row 4JDIMdw098k

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Predator

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

youtube_video 57Db1MhBvMM · row 57Db1MhBvMM

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Mech Killer

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

youtube_video 6gOnLZatm1k · row 6gOnLZatm1k

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Fatalist

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

youtube_video 9KBRHvFYN48 · row 9KBRHvFYN48

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Unknown Dreams

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

youtube_video BAdGNELSYDg · row BAdGNELSYDg

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Search and Destroy

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

youtube_video E8s2xT5ImN8 · row E8s2xT5ImN8

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Infra Red Combat

Listed as Front Line Assembly – Infra Red Combat (Hard Wired) · Watch on YouTube

youtube_video El7s1d1wOrs · row El7s1d1wOrs

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Victim of a Criminal

Listed as Front Line Assembly – Victim of a Criminal (Millennium) · Watch on YouTube

youtube_video FSJ0FNFTaz4 · row FSJ0FNFTaz4

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Hatevol

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

youtube_video HjDcdVYRALo · row HjDcdVYRALo

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Dissension

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

youtube_video I-a90i1-gb8 · row I-a90i1-gb8

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Glass and Leather

Listed as Front Line Assembly – Glass and Leather (Mechanical Soul) · Watch on YouTube

youtube_video JSXV3t7oTGM · row JSXV3t7oTGM

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Social Enemy

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

youtube_video K4Wlz7uNBsY · row K4Wlz7uNBsY

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Prep for Combat

Listed as Front Line Assembly – Prep for Combat (AirMech) · Watch on YouTube

youtube_video Koh4fUz_vfE · row Koh4fUz_vfE

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Barbarians

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

youtube_video MHdxzwEp6fk · row MHdxzwEp6fk

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Re-Birth

Listed as Front Line Assembly – Re-Birth (Hard Wired) · Watch on YouTube

youtube_video QOssv5M5_x4 · row QOssv5M5_x4

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Mechvirus

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

youtube_video QVxcdslQOZo · row QVxcdslQOZo

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Purge

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

youtube_video V8vVx0aHvHY · row V8vVx0aHvHY

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Low Life

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

youtube_video VWmrQWaiqGY · row VWmrQWaiqGY

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Exhale

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

youtube_video WCDaPyP-1Vg · row WCDaPyP-1Vg

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Hostage

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

youtube_video WF9Idmjz5mg · row WF9Idmjz5mg

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Haloed

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

youtube_video Y0RS1a3Et_c · row Y0RS1a3Et_c

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Backlash

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

youtube_video YXbEThbiQrs · row YXbEThbiQrs

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Transmitter (Come Together)

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

youtube_video YgsxmE6Rd6U · row YgsxmE6Rd6U

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The Storm

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

youtube_video ZIaoBBQQRjY · row ZIaoBBQQRjY

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No Limit

Listed as Front Line Assembly – No Limit (Gashed Senses & Crossfire) · Watch on YouTube

youtube_video ZIlz0ENQsR0 · row ZIlz0ENQsR0

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Arise

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

youtube_video aFBfQMae-UA · row aFBfQMae-UA

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Prototype

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

youtube_video afIpRdqg1HU · row afIpRdqg1HU

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Sturm

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

youtube_video aj3yOIpRG7s · row aj3yOIpRG7s

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Heartquake

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

youtube_video bn6rzJ7b3cI · row bn6rzJ7b3cI

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Overkill

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

youtube_video bw6fdVE5QPU · row bw6fdVE5QPU

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AirMech

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

youtube_video d1hyHLmCd3I · row d1hyHLmCd3I

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Proximity

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

youtube_video f2WY23yfmY8 · row f2WY23yfmY8

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Digital Tension Dementia

Listed as Front Line Assembly – Digital Tension Dementia (Gashed Senses & Crossfire) · Watch on YouTube

youtube_video gDoOum_9HI4 · row gDoOum_9HI4

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Echogenetic

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

youtube_video hOKopeN6mBQ · row hOKopeN6mBQ

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Beneath The Rubble

Listed as Front Line Assembly – Beneath The Rubble (Artificial Soldier) · Watch on YouTube

youtube_video iEMEnhN21xg · row iEMEnhN21xg

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Torched

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

youtube_video j6H3Kz5hJJw · row j6H3Kz5hJJw

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Burning Skyline

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

youtube_video lTe9XZ2iY-I · row lTe9XZ2iY-I

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Foolsgame

Listed as Front Line Assembly – Foolsgame (Gashed Senses & Crossfire) · Watch on YouTube

youtube_video livXEcvW_qs · row livXEcvW_qs

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Paralyzed

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

youtube_video q_ksluaW8gg · row q_ksluaW8gg

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Dopamine

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

youtube_video s7AzxDIg8pQ · row s7AzxDIg8pQ

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Digital Tension Dementia (Contagion Mix)

Listed as Front Line Assembly – Digital Tension Dementia (Contagion Mix) (Reclamation) · Watch on YouTube

youtube_video sfSiO9sIHKA · row sfSiO9sIHKA

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Resonance

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

youtube_video tk8thAzXEV0 · row tk8thAzXEV0

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Deutschland

Listed as Front Line Assembly, Dino Cazares – Deutschland (Deutschland) · Watch on YouTube

youtube_video udhNmgIsc-k · row udhNmgIsc-k

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Stifle

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

youtube_video uzdcvLBvPRo · row uzdcvLBvPRo

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Molotov (Seeming Remix)

Listed as Front Line Assembly – Molotov (Seeming Remix) (Molotov (Remix)) · Watch on YouTube

youtube_video xkcjbPFmaqI · row xkcjbPFmaqI

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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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