Yes. Aborted has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Sea Of Cartilage, Charted Carnal Effigy, Hereditary Bane

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Sea Of Cartilage

Listed as Aborted – Sea Of Cartilage (Goremageddon - The Saw And The Carnage Done) · Watch on YouTube

youtube_video 1JHz3l5-siE · row 1JHz3l5-siE

LAION-DISCO-12M

Charted Carnal Effigy

Listed as Aborted – Charted Carnal Effigy (Goremageddon - The Saw And The Carnage Done) · Watch on YouTube

youtube_video 2BC1gMGof2g · row 2BC1gMGof2g

LAION-DISCO-12M

Hereditary Bane

Listed as Aborted – Hereditary Bane (Strychnine.213) · Watch on YouTube

youtube_video 3F01PHT5ypk · row 3F01PHT5ypk

LAION-DISCO-12M

Genetic Murder Concept

Listed as Aborted – Genetic Murder Concept (Engineering the dead ( Re-release )) · Watch on YouTube

youtube_video 64CPZVAY2gM · row 64CPZVAY2gM

LAION-DISCO-12M

A Cadaverous Dissertation

Listed as Aborted – A Cadaverous Dissertation (Coronary Reconstruction - EP) · Watch on YouTube

youtube_video 74x5MTjT2u4 · row 74x5MTjT2u4

LAION-DISCO-12M

Grime

Listed as Aborted – Grime (Coronary Reconstruction - EP) · Watch on YouTube

youtube_video 8US64KY8jZs · row 8US64KY8jZs

LAION-DISCO-12M

Archetype: Malice & Scorn

Listed as Aborted – Archetype: Malice & Scorn (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video 9QXu50X4jG8 · row 9QXu50X4jG8

LAION-DISCO-12M

Avenious

Listed as Aborted – Avenious (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video DJp_D7BiXnU · row DJp_D7BiXnU

LAION-DISCO-12M

The Spaying Séance

Listed as Aborted – The Spaying Séance (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video DOL189BgkCI · row DOL189BgkCI

LAION-DISCO-12M

Eructation Of Carnal Artistry

Listed as Aborted – Eructation Of Carnal Artistry (Engineering The Dead) · Watch on YouTube

youtube_video DVvtQjPpy6c · row DVvtQjPpy6c

LAION-DISCO-12M

Suffer The Children

Listed as Aborted – Suffer The Children (Engineering the dead ( Re-release )) · Watch on YouTube

youtube_video Dd42vsIp3Bg · row Dd42vsIp3Bg

LAION-DISCO-12M

Our Father, Who Art of Feces

Listed as Aborted – Our Father, Who Art of Feces (Global Flatline (Bonus Track Version)) · Watch on YouTube

youtube_video Dj1cGXvuI8U · row Dj1cGXvuI8U

LAION-DISCO-12M

Avarice of Vilification

Listed as Aborted – Avarice of Vilification (Strychnine.213) · Watch on YouTube

youtube_video FPuGmU96cHA · row FPuGmU96cHA

LAION-DISCO-12M

The Chyme Congeries

Listed as Aborted – The Chyme Congeries (Strychnine.213) · Watch on YouTube

youtube_video Gnis5iR3Qcw · row Gnis5iR3Qcw

LAION-DISCO-12M

The Sanctification Of Refornication

Listed as Aborted – The Sanctification Of Refornication (The Haematobic Ep) · Watch on YouTube

youtube_video HV66G_5DnbU · row HV66G_5DnbU

LAION-DISCO-12M

Surprise You're Dead

Listed as Aborted – Surprise You're Dead (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video IFhWrxTrPHI · row IFhWrxTrPHI

LAION-DISCO-12M

The Gangrenous Epitaph

Listed as Aborted – The Gangrenous Epitaph (The Archaic Abattoir) · Watch on YouTube

youtube_video IqyxiS-tITQ · row IqyxiS-tITQ

LAION-DISCO-12M

Sphinctal Enthrallement

Listed as Aborted – Sphinctal Enthrallement (Engineering The Dead) · Watch on YouTube

youtube_video L2Dv9Fa1eMY · row L2Dv9Fa1eMY

LAION-DISCO-12M

A Cold Logistic Slaughter

Listed as Aborted – A Cold Logistic Slaughter (The Archaic Abattoir) · Watch on YouTube

youtube_video M4VTlb_PDuY · row M4VTlb_PDuY

LAION-DISCO-12M

Clinical Colostomy

Listed as Aborted – Clinical Colostomy (Goremageddon - The Saw And The Carnage Done) · Watch on YouTube

youtube_video MLZzm30GSoY · row MLZzm30GSoY

LAION-DISCO-12M

Eructations of Carnal Artistry

Listed as Aborted – Eructations of Carnal Artistry (Global Flatline (Bonus Track Version)) · Watch on YouTube

youtube_video O1IooyFRWE4 · row O1IooyFRWE4

LAION-DISCO-12M

Endstille

Listed as Aborted – Endstille (Global Flatline (Bonus Track Version)) · Watch on YouTube

youtube_video OOID4-mCNk4 · row OOID4-mCNk4

LAION-DISCO-12M

Gestated Rabidity

Listed as Aborted – Gestated Rabidity (The Haematobic Ep) · Watch on YouTube

youtube_video QoAP8c_McvQ · row QoAP8c_McvQ

LAION-DISCO-12M

Nemesis

Listed as Aborted – Nemesis (Goremageddon - The Saw And The Carnage Done) · Watch on YouTube

youtube_video TciqqK-he5w · row TciqqK-he5w

LAION-DISCO-12M

From a Tepid Whiff

Listed as Aborted – From a Tepid Whiff (Coronary Reconstruction - EP) · Watch on YouTube

youtube_video VvyB0rlJtiI · row VvyB0rlJtiI

LAION-DISCO-12M

Engineering The Dead

Listed as Aborted – Engineering The Dead (Engineering The Dead) · Watch on YouTube

youtube_video YrqcT4Ku428 · row YrqcT4Ku428

LAION-DISCO-12M

The Holocaust Incarnate'06

Listed as Aborted – The Holocaust Incarnate'06 (Engineering the dead ( Re-release )) · Watch on YouTube

youtube_video bLhjjhBuZp4 · row bLhjjhBuZp4

LAION-DISCO-12M

Ingenuity In Genocide

Listed as Aborted – Ingenuity In Genocide (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video biGD-tUMoBc · row biGD-tUMoBc

LAION-DISCO-12M

Parasitic Flesh Resection ( Live )

Listed as Aborted – Parasitic Flesh Resection ( Live ) (The Haematobic Ep) · Watch on YouTube

youtube_video dPynM-ThCoI · row dPynM-ThCoI

LAION-DISCO-12M

An Odious Emanation

Listed as Aborted – An Odious Emanation (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video d_Sh45muy5w · row d_Sh45muy5w

LAION-DISCO-12M

Voracious Haemoglobinic Syndrome

Listed as Aborted – Voracious Haemoglobinic Syndrome (The Archaic Abattoir) · Watch on YouTube

youtube_video l3DHsr-ZI78 · row l3DHsr-ZI78

LAION-DISCO-12M

Exhuming The Infested

Listed as Aborted – Exhuming The Infested (Engineering The Dead) · Watch on YouTube

youtube_video lJ7E4vGk264 · row lJ7E4vGk264

LAION-DISCO-12M

Skullfuck Crescendo

Listed as Aborted – Skullfuck Crescendo (Engineering The Dead) · Watch on YouTube

youtube_video mDKb5DuCW3c · row mDKb5DuCW3c

LAION-DISCO-12M

The Kallinger Theory

Listed as Aborted – The Kallinger Theory (Global Flatline (Bonus Track Version)) · Watch on YouTube

youtube_video mioh0ob1qVs · row mioh0ob1qVs

LAION-DISCO-12M

Underneath Rorulent Soil

Listed as Aborted – Underneath Rorulent Soil (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video pi5MKQzgn_s · row pi5MKQzgn_s

LAION-DISCO-12M

To Roast And Grind

Listed as Aborted – To Roast And Grind (Engineering The Dead) · Watch on YouTube

youtube_video pibdekz7r4c · row pibdekz7r4c

LAION-DISCO-12M

The Holocaust Incarnate ( Live )

Listed as Aborted – The Holocaust Incarnate ( Live ) (The Haematobic Ep) · Watch on YouTube

youtube_video sEuRsWQH7nE · row sEuRsWQH7nE

LAION-DISCO-12M

Voracious Haemaglobonic Syndrome

Listed as Aborted – Voracious Haemaglobonic Syndrome (The Haematobic Ep) · Watch on YouTube

youtube_video v06g3FpgwIQ · row v06g3FpgwIQ

LAION-DISCO-12M

Prolific Murder Contrivance

Listed as Aborted – Prolific Murder Contrivance (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video vDjWxBlpcEw · row vDjWxBlpcEw

LAION-DISCO-12M

Drowned

Listed as Aborted – Drowned (The Haematobic Ep) · Watch on YouTube

youtube_video x47BjRH0EoE · row x47BjRH0EoE

LAION-DISCO-12M

The Obfuscate

Listed as Aborted – The Obfuscate (Strychnine.213) · Watch on YouTube

youtube_video xH8kXMk5x3U · row xH8kXMk5x3U

LAION-DISCO-12M

The Foul Nucleus Of Resurrection

Listed as Aborted – The Foul Nucleus Of Resurrection (Slaughter & Apparatus - A Methodical Overture) · Watch on YouTube

youtube_video yE9bnqZX57M · row yE9bnqZX57M

LAION-DISCO-12M

Funereal Malediction

Listed as Aborted – Funereal Malediction (La Grande Mascarade - EP) · Watch on YouTube

youtube_video zePou4N1su8 · row zePou4N1su8

LAION-DISCO-12M

Descend To Extirpation

Listed as Aborted – Descend To Extirpation (The Archaic Abattoir) · Watch on YouTube

youtube_video zl6k5CRVdD8 · row zl6k5CRVdD8

LAION-DISCO-12M

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.