Yes. Fear Factory has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Final Exit, Securitron (Police State 2000), Bite The Hand That Bleeds

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Final Exit

Listed as Fear Factory – Final Exit (Mechanize) · Watch on YouTube

youtube_video -Yuv0kMJjCM · row -Yuv0kMJjCM

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Securitron (Police State 2000)

Listed as Fear Factory – Securitron (Police State 2000) (Obsolete) · Watch on YouTube

youtube_video 1c_emNJ3wIQ · row 1c_emNJ3wIQ

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Bite The Hand That Bleeds

Listed as Fear Factory – Bite The Hand That Bleeds (Archetype) · Watch on YouTube

youtube_video 2Nauj4sLW1I · row 2Nauj4sLW1I

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Descent

Listed as Fear Factory – Descent (Obsolete) · Watch on YouTube

youtube_video 4H3A-Ne2jmI · row 4H3A-Ne2jmI

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Self Bias Resistor

Listed as Fear Factory – Self Bias Resistor (Demanufacture) · Watch on YouTube

youtube_video 5GxWWk1wzlw · row 5GxWWk1wzlw

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Regenerate

Listed as Fear Factory – Regenerate (Genexus) · Watch on YouTube

youtube_video 5lsvpu7Iz3o · row 5lsvpu7Iz3o

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Dog Day Sunrise

Listed as Fear Factory – Dog Day Sunrise (Demanufacture) · Watch on YouTube

youtube_video APnooryH4lI · row APnooryH4lI

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Hi-Tech Hate

Listed as Fear Factory – Hi-Tech Hate (Obsolete) · Watch on YouTube

youtube_video BTUI9BvWIa0 · row BTUI9BvWIa0

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What Will Become

Listed as Fear Factory – What Will Become (Digimortal) · Watch on YouTube

youtube_video F6sMKTrvjak · row F6sMKTrvjak

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No One

Listed as Fear Factory – No One (Digimortal) · Watch on YouTube

youtube_video IX3BwEHUeYo · row IX3BwEHUeYo

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Cars (Remix)

Listed as Fear Factory – Cars (Remix) (Obsolete) · Watch on YouTube

youtube_video IZRDHXONrxA · row IZRDHXONrxA

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Disruptor

Listed as Fear Factory – Disruptor (Aggression Continuum) · Watch on YouTube

youtube_video Jhtm6xwi3NE · row Jhtm6xwi3NE

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Scapegoat

Listed as Fear Factory – Scapegoat (Soul of a New Machine) · Watch on YouTube

youtube_video Jkjn9lJ1_Ik · row Jkjn9lJ1_Ik

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Edgecrusher

Listed as Fear Factory – Edgecrusher (Obsolete) · Watch on YouTube

youtube_video KpR6S38djFM · row KpR6S38djFM

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Linchpin

Listed as Fear Factory – Linchpin (Digimortal) · Watch on YouTube

youtube_video NCt5LqvZKbM · row NCt5LqvZKbM

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Slave Labor

Listed as Fear Factory – Slave Labor (Archetype) · Watch on YouTube

youtube_video QQPU3ihze00 · row QQPU3ihze00

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Shock

Listed as Fear Factory – Shock (Obsolete) · Watch on YouTube

youtube_video Ryw-lEyeQmY · row Ryw-lEyeQmY

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H-K (Hunter-Killer)

Listed as Fear Factory – H-K (Hunter-Killer) (Demanufacture) · Watch on YouTube

youtube_video SEEA4OGHiN0 · row SEEA4OGHiN0

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Body Hammer

Listed as Fear Factory – Body Hammer (Demanufacture) · Watch on YouTube

youtube_video STYtcd_D5js · row STYtcd_D5js

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Recode

Listed as Fear Factory – Recode (Aggression Continuum) · Watch on YouTube

youtube_video ShbGWHKlSOY · row ShbGWHKlSOY

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New Messiah

Listed as Fear Factory – New Messiah (The Industrialist) · Watch on YouTube

youtube_video X_LHrAHNHys · row X_LHrAHNHys

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Demanufacture

Listed as Fear Factory – Demanufacture (Demanufacture) · Watch on YouTube

youtube_video XcjIgEjtJz0 · row XcjIgEjtJz0

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Invisible Wounds (Dark Bodies)

Listed as Fear Factory – Invisible Wounds (Dark Bodies) (Digimortal) · Watch on YouTube

youtube_video YWhRcUuONWQ · row YWhRcUuONWQ

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Martyr

Listed as Fear Factory – Martyr (Soul of a New Machine) · Watch on YouTube

youtube_video ZQj5CIeNgeU · row ZQj5CIeNgeU

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Soul Hacker

Listed as Fear Factory – Soul Hacker (Genexus) · Watch on YouTube

youtube_video _1uCYUm0IGQ · row _1uCYUm0IGQ

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Enhanced Reality

Listed as Fear Factory – Enhanced Reality (Genexus) · Watch on YouTube

youtube_video _8WWMMbQIw8 · row _8WWMMbQIw8

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Powershifter

Listed as Fear Factory – Powershifter (Mechanize) · Watch on YouTube

youtube_video _w-AlwmH_34 · row _w-AlwmH_34

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Zero Signal

Listed as Fear Factory – Zero Signal (Demanufacture) · Watch on YouTube

youtube_video ceohfXpK0N4 · row ceohfXpK0N4

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Flashpoint

Listed as Fear Factory – Flashpoint (Demanufacture) · Watch on YouTube

youtube_video cnsqgvSNLdM · row cnsqgvSNLdM

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Disobey (Disruptor Remix)

Listed as Fear Factory – Disobey (Disruptor Remix) (Disobey (Disruptor Remix)) · Watch on YouTube

youtube_video dfrQ62A0g0s · row dfrQ62A0g0s

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A Therapy for Pain

Listed as Fear Factory – A Therapy for Pain (Demanufacture) · Watch on YouTube

youtube_video eFjkxcjTiQE · row eFjkxcjTiQE

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Fear Campaign

Listed as Fear Factory – Fear Campaign (Mechanize) · Watch on YouTube

youtube_video fiwA1CDRU2g · row fiwA1CDRU2g

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Digimortal

Listed as Fear Factory – Digimortal (Digimortal) · Watch on YouTube

youtube_video ghCKQcMqWiM · row ghCKQcMqWiM

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Cars

Listed as Fear Factory – Cars (Pop Goes Rock: Covers) · Watch on YouTube

youtube_video gtTsweho9yM · row gtTsweho9yM

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Freedom or Fire

Listed as Fear Factory – Freedom or Fire (Obsolete) · Watch on YouTube

youtube_video j00FyCv-dkM · row j00FyCv-dkM

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Cyber Waste

Listed as Fear Factory – Cyber Waste (Archetype) · Watch on YouTube

youtube_video j2ECrDwJ2Ys · row j2ECrDwJ2Ys

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Smasher / Devourer

Listed as Fear Factory – Smasher / Devourer (Obsolete) · Watch on YouTube

youtube_video l4dyxMzZ788 · row l4dyxMzZ788

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Obsolete

Listed as Fear Factory – Obsolete (Obsolete) · Watch on YouTube

youtube_video lbuIvvfcHcA · row lbuIvvfcHcA

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Archetype

Listed as Fear Factory (int) – Archetype (Archetype) · Watch on YouTube

youtube_video lvCL3UnN5vQ · row lvCL3UnN5vQ

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The Industrialist

Listed as Fear Factory – The Industrialist (The Industrialist) · Watch on YouTube

youtube_video nTvWuq4SQ6k · row nTvWuq4SQ6k

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Dielectric

Listed as Fear Factory – Dielectric (Genexus) · Watch on YouTube

youtube_video pHVuh6Og9MM · row pHVuh6Og9MM

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Replica

Listed as Fear Factory – Replica (Demanufacture) · Watch on YouTube

youtube_video qwntyr0j8MM · row qwntyr0j8MM

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Damaged

Listed as Fear Factory – Damaged (Digimortal) · Watch on YouTube

youtube_video tG8vVOHvPCY · row tG8vVOHvPCY

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Resurrection

Listed as Fear Factory – Resurrection (Obsolete) · Watch on YouTube

youtube_video tTOwKYDb8mw · row tTOwKYDb8mw

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New Breed

Listed as Fear Factory – New Breed (Demanufacture) · Watch on YouTube

youtube_video uYRiw8sl9r4 · row uYRiw8sl9r4

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Fuel Injected Suicide Machine

Listed as Fear Factory – Fuel Injected Suicide Machine (Aggression Continuum) · Watch on YouTube

youtube_video uvtAgzgu39w · row uvtAgzgu39w

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Recharger

Listed as Fear Factory – Recharger (The Industrialist) · Watch on YouTube

youtube_video vHebPBvUdl0 · row vHebPBvUdl0

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Pisschrist

Listed as Fear Factory – Pisschrist (Demanufacture) · Watch on YouTube

youtube_video vTLMK_GCAMU · row vTLMK_GCAMU

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Depraved Mind Murder

Listed as Fear Factory – Depraved Mind Murder (The Industrialist) · Watch on YouTube

youtube_video xDCkE5az2M0 · row xDCkE5az2M0

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Expiration Date

Listed as Fear Factory – Expiration Date (Genexus) · Watch on YouTube

youtube_video y6zPLSTV-O8 · row y6zPLSTV-O8

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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.