Yes. Dying Fetus has 80 songs listed in a dataset used to train AI music models.

Used for training 80

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 Atrocious by Nature, At What Expense?, In the Trenches

Listed under the artist name 80 songs in LAION-DISCO-12M

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

Atrocious by Nature

Listed as Dying Fetus – Atrocious by Nature (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video -ZiTQNdFQ6E · row -ZiTQNdFQ6E

LAION-DISCO-12M

At What Expense?

Listed as Dying Fetus – At What Expense? (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video 03QUA8ucgT8 · row 03QUA8ucgT8

LAION-DISCO-12M

In the Trenches

Listed as Dying Fetus – In the Trenches (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video 0n3kHpQv0eM · row 0n3kHpQv0eM

LAION-DISCO-12M

Panic Amongst the Herd

Listed as Dying Fetus – Panic Amongst the Herd (Wrong One to Fuck With) · Watch on YouTube

youtube_video 2lIOw9MmX8o · row 2lIOw9MmX8o

LAION-DISCO-12M

Hero's Grave

Listed as Dying Fetus – Hero's Grave (Make Them Beg For Death) · Watch on YouTube

youtube_video 2xSfsL7OYbA · row 2xSfsL7OYbA

LAION-DISCO-12M

Destroy the Opposition

Listed as Dying Fetus – Destroy the Opposition (Destroy the Opposition) · Watch on YouTube

youtube_video 4UIHfVXX16s · row 4UIHfVXX16s

LAION-DISCO-12M

Die with Integrity

Listed as Dying Fetus – Die with Integrity (Wrong One to Fuck With) · Watch on YouTube

youtube_video 53q6LUFjjlk · row 53q6LUFjjlk

LAION-DISCO-12M

Conceived into Enslavement

Listed as Dying Fetus – Conceived into Enslavement (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video 5ZukGrmGexU · row 5ZukGrmGexU

LAION-DISCO-12M

Epidemic of Hate

Listed as Dying Fetus – Epidemic of Hate (Destroy the Opposition) · Watch on YouTube

youtube_video 5bjzpI7wPfw · row 5bjzpI7wPfw

LAION-DISCO-12M

Procreate the Malformed

Listed as Dying Fetus – Procreate the Malformed (Killing On Adrenaline) · Watch on YouTube

youtube_video 5lSbr95G2aU · row 5lSbr95G2aU

LAION-DISCO-12M

Born In Sodom

Listed as Dying Fetus – Born In Sodom (Destroy the Opposition) · Watch on YouTube

youtube_video 7ipjYuu90wM · row 7ipjYuu90wM

LAION-DISCO-12M

Compulsion for Cruelty

Listed as Dying Fetus – Compulsion for Cruelty (Compulsion for Cruelty) · Watch on YouTube

youtube_video 9VpZzf7ib3U · row 9VpZzf7ib3U

LAION-DISCO-12M

Subterfuge

Listed as Dying Fetus – Subterfuge (Make Them Beg For Death) · Watch on YouTube

youtube_video 9s8Oj8PaCxY · row 9s8Oj8PaCxY

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Your Treachery Will Die with You

Listed as Dying Fetus – Your Treachery Will Die with You (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video A239nkeBM1k · row A239nkeBM1k

LAION-DISCO-12M

Killing On Adrenaline

Listed as Dying Fetus – Killing On Adrenaline (Killing On Adrenaline) · Watch on YouTube

youtube_video A5sRzGLKkJo · row A5sRzGLKkJo

LAION-DISCO-12M

Shepherd's Commandment

Listed as Dying Fetus – Shepherd's Commandment (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video CU40wMhxpmQ · row CU40wMhxpmQ

LAION-DISCO-12M

Revisionist Past

Listed as Dying Fetus – Revisionist Past (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video EGD27VRuguQ · row EGD27VRuguQ

LAION-DISCO-12M

Hopeless Insurrection

Listed as Dying Fetus – Hopeless Insurrection (Descend Into Depravity) · Watch on YouTube

youtube_video ILvN59ryn2w · row ILvN59ryn2w

LAION-DISCO-12M

Pissing In the Mainstream

Listed as Dying Fetus – Pissing In the Mainstream (Destroy the Opposition) · Watch on YouTube

youtube_video J3sTpuVJ5pQ · row J3sTpuVJ5pQ

LAION-DISCO-12M

One Shot, One Kill

Listed as Dying Fetus – One Shot, One Kill (Stop At Nothing) · Watch on YouTube

youtube_video J7vT2-dNx_0 · row J7vT2-dNx_0

LAION-DISCO-12M

Kill Your Mother / Rape Your Dog

Listed as Dying Fetus – Kill Your Mother / Rape Your Dog (Killing On Adrenaline) · Watch on YouTube

youtube_video KZQA86fWXL0 · row KZQA86fWXL0

LAION-DISCO-12M

In Times of War

Listed as Dying Fetus – In Times of War (Destroy the Opposition) · Watch on YouTube

youtube_video MvDVAzcggak · row MvDVAzcggak

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Devout Atrocity

Listed as Dying Fetus – Devout Atrocity (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video NDryr3zuv64 · row NDryr3zuv64

LAION-DISCO-12M

Feast Of Ashes

Listed as Dying Fetus – Feast Of Ashes (Feast Of Ashes) · Watch on YouTube

youtube_video NIPRXoWCkk0 · row NIPRXoWCkk0

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Homicidal Retribution

Listed as Dying Fetus – Homicidal Retribution (War of Attrition) · Watch on YouTube

youtube_video O6nhkpwavdU · row O6nhkpwavdU

LAION-DISCO-12M

When The Trend Ends

Listed as Dying Fetus – When The Trend Ends (Make Them Beg For Death) · Watch on YouTube

youtube_video PFRJlaWEqpg · row PFRJlaWEqpg

LAION-DISCO-12M

Invert the Idols

Listed as Dying Fetus – Invert the Idols (Reign Supreme) · Watch on YouTube

youtube_video QEaWtIbMxX0 · row QEaWtIbMxX0

LAION-DISCO-12M

We Are Your Enemy

Listed as Dying Fetus – We Are Your Enemy (Killing On Adrenaline) · Watch on YouTube

youtube_video QgR3RTO3ag0 · row QgR3RTO3ag0

LAION-DISCO-12M

Undulating Carnage

Listed as Dying Fetus – Undulating Carnage (Make Them Beg For Death) · Watch on YouTube

youtube_video Tv5yV_fFFbA · row Tv5yV_fFFbA

LAION-DISCO-12M

Fixated on Devastation

Listed as Dying Fetus – Fixated on Devastation (Wrong One to Fuck With) · Watch on YouTube

youtube_video UhJ-0a-CM_Y · row UhJ-0a-CM_Y

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Stop At Nothing

Listed as Dying Fetus – Stop At Nothing (Stop At Nothing) · Watch on YouTube

youtube_video VTnw0sXpZC0 · row VTnw0sXpZC0

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Unbridled Fury

Listed as Dying Fetus – Unbridled Fury (Unbridled Fury) · Watch on YouTube

youtube_video YlFFSKkGwP4 · row YlFFSKkGwP4

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Throw Them in the Van

Listed as Dying Fetus – Throw Them in the Van (Throw Them in the Van) · Watch on YouTube

youtube_video YmqmFb74lo4 · row YmqmFb74lo4

LAION-DISCO-12M

Subjected to a Beating

Listed as Dying Fetus – Subjected to a Beating (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video Z46G70ZbisA · row Z46G70ZbisA

LAION-DISCO-12M

Ethos of Coercion

Listed as Dying Fetus – Ethos of Coercion (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video ZKQbWXlevjg · row ZKQbWXlevjg

LAION-DISCO-12M

Schematics

Listed as Dying Fetus – Schematics (Stop At Nothing) · Watch on YouTube

youtube_video aNKGroW2XMo · row aNKGroW2XMo

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From Womb to Waste

Listed as Dying Fetus – From Womb to Waste (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video bD11cJp2usM · row bD11cJp2usM

LAION-DISCO-12M

Enlighten Through Agony

Listed as Dying Fetus – Enlighten Through Agony (Make Them Beg For Death) · Watch on YouTube

youtube_video dMQ401Amhn0 · row dMQ401Amhn0

LAION-DISCO-12M

Second Skin

Listed as Dying Fetus – Second Skin (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video gWBbtwdvw4A · row gWBbtwdvw4A

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Wrong One to Fuck With

Listed as Dying Fetus – Wrong One to Fuck With (Wrong One to Fuck With) · Watch on YouTube

youtube_video gqnnbk7Tu_o · row gqnnbk7Tu_o

LAION-DISCO-12M

Dissidence

Listed as Dying Fetus – Dissidence (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video h7RjPu2VJ5o · row h7RjPu2VJ5o

LAION-DISCO-12M

Descend into Depravity

Listed as Dying Fetus – Descend into Depravity (Descend into Depravity (Deluxe Version)) · Watch on YouTube

youtube_video jqzDL_yYSq8 · row jqzDL_yYSq8

LAION-DISCO-12M

Fate of the Condemned

Listed as Dying Fetus – Fate of the Condemned (War of Attrition) · Watch on YouTube

youtube_video kmMbawZLjy8 · row kmMbawZLjy8

LAION-DISCO-12M

Justifiable Homicide

Listed as Dying Fetus – Justifiable Homicide (Destroy the Opposition) · Watch on YouTube

youtube_video o9yjOZPez8U · row o9yjOZPez8U

LAION-DISCO-12M

Fade Into Obscurity

Listed as Dying Fetus – Fade Into Obscurity (History Repeats) · Watch on YouTube

youtube_video oI9hb478iK0 · row oI9hb478iK0

LAION-DISCO-12M

Praise the Lord (Opium of the Masses)

Listed as Dying Fetus – Praise the Lord (Opium of the Masses) (Destroy the Opposition) · Watch on YouTube

youtube_video p6OmkfubxNU · row p6OmkfubxNU

LAION-DISCO-12M

Institutions Of Deceit

Listed as Dying Fetus – Institutions Of Deceit (Stop At Nothing) · Watch on YouTube

youtube_video pFZTS8WKBkY · row pFZTS8WKBkY

LAION-DISCO-12M

Seething with Disdain

Listed as Dying Fetus – Seething with Disdain (Wrong One to Fuck With) · Watch on YouTube

youtube_video x-7_F2y0fjI · row x-7_F2y0fjI

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The Blood of Power

Listed as Dying Fetus – The Blood of Power (Reign Supreme (Deluxe Version)) · Watch on YouTube

youtube_video x9odjSZluCs · row x9odjSZluCs

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Raised In Victory / Razed In Defeat

Listed as Dying Fetus – Raised In Victory / Razed In Defeat (Make Them Beg For Death) · Watch on YouTube

youtube_video xeKPDkV_zrg · row xeKPDkV_zrg

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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.