Yes. Turbonegro has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Train Of Flesh, You Give Me Worms, Humiliation Street

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Train Of Flesh

Listed as Turbonegro – Train Of Flesh (Scandinavian Leather) · Watch on YouTube

youtube_video 00FuDAvsBaA · row 00FuDAvsBaA

LAION-DISCO-12M

You Give Me Worms

Listed as Turbonegro – You Give Me Worms (Sexual Harassment) · Watch on YouTube

youtube_video 3exa9TdEkM8 · row 3exa9TdEkM8

LAION-DISCO-12M

Humiliation Street

Listed as Turbonegro – Humiliation Street (Apocalypse Dudes) · Watch on YouTube

youtube_video 3nSUIgV3KZc · row 3nSUIgV3KZc

LAION-DISCO-12M

Ride With Us

Listed as Turbonegro – Ride With Us (Scandinavian Leather) · Watch on YouTube

youtube_video 3u5i4z5ENFs · row 3u5i4z5ENFs

LAION-DISCO-12M

I Got A Knife

Listed as Turbonegro – I Got A Knife (Sexual Harassment) · Watch on YouTube

youtube_video 66uH0SImiuQ · row 66uH0SImiuQ

LAION-DISCO-12M

Sell Your Body (To The Night)

Listed as Turbonegro – Sell Your Body (To The Night) (Scandinavian Leather) · Watch on YouTube

youtube_video 6L05aM1Nwcg · row 6L05aM1Nwcg

LAION-DISCO-12M

Wasted Again

Listed as Turbonegro – Wasted Again (Party Animals) · Watch on YouTube

youtube_video 859H3sm6J9E · row 859H3sm6J9E

LAION-DISCO-12M

Selfdestructo Bust

Listed as Turbonegro – Selfdestructo Bust (Apocalypse Dudes) · Watch on YouTube

youtube_video 8SCtgopJeqg · row 8SCtgopJeqg

LAION-DISCO-12M

Back To Dungaree High

Listed as Turbonegro – Back To Dungaree High (Apocalypse Dudes) · Watch on YouTube

youtube_video Aym675xpmsQ · row Aym675xpmsQ

LAION-DISCO-12M

Fuck The World

Listed as Turbonegro – Fuck The World (Scandinavian Leather) · Watch on YouTube

youtube_video BQjGqnvL5kc · row BQjGqnvL5kc

LAION-DISCO-12M

Hot Stuff/Hot Shit

Listed as Turbonegro – Hot Stuff/Hot Shit (Party Animals) · Watch on YouTube

youtube_video D2fQUkDxQi4 · row D2fQUkDxQi4

LAION-DISCO-12M

Hurry Up & Die

Listed as Turbonegro – Hurry Up & Die (ROCKNROLL MACHINE) · Watch on YouTube

youtube_video D35quAtuFgc · row D35quAtuFgc

LAION-DISCO-12M

Monkey On Your Back

Listed as Turbonegro – Monkey On Your Back (Apocalypse Dudes) · Watch on YouTube

youtube_video EL81Zn3T0ZE · row EL81Zn3T0ZE

LAION-DISCO-12M

High On The Crime

Listed as Turbonegro – High On The Crime (Party Animals) · Watch on YouTube

youtube_video EwbhUy1HL4g · row EwbhUy1HL4g

LAION-DISCO-12M

What Is Rock?!

Listed as Turbonegro – What Is Rock?! (Retox) · Watch on YouTube

youtube_video GHAYI6uGJr4 · row GHAYI6uGJr4

LAION-DISCO-12M

The Age Of Pamparius

Listed as Turbonegro – The Age Of Pamparius (Apocalypse Dudes) · Watch on YouTube

youtube_video GuTBjyxmKM4 · row GuTBjyxmKM4

LAION-DISCO-12M

Hot For Nietzsche

Listed as Turbonegro – Hot For Nietzsche (ROCKNROLL MACHINE) · Watch on YouTube

youtube_video GxhTWGuVrpE · row GxhTWGuVrpE

LAION-DISCO-12M

Gimme Some

Listed as Turbonegro – Gimme Some (Scandinavian Leather) · Watch on YouTube

youtube_video HoY8ahreDEo · row HoY8ahreDEo

LAION-DISCO-12M

All My Friends Are Dead

Listed as Turbonegro – All My Friends Are Dead (Party Animals) · Watch on YouTube

youtube_video I80sFsCH3G0 · row I80sFsCH3G0

LAION-DISCO-12M

No, I`m Alpha Male

Listed as Turbonegro – No, I`m Alpha Male (Retox) · Watch on YouTube

youtube_video KzHFLz679oM · row KzHFLz679oM

LAION-DISCO-12M

Good Head

Listed as Turbonegro – Good Head (Apocalypse Dudes) · Watch on YouTube

youtube_video NtI5yDKOZ8M · row NtI5yDKOZ8M

LAION-DISCO-12M

If You See Kaye (Tell Her I L-O-V-E Her)

Listed as Turbonegro – If You See Kaye (Tell Her I L-O-V-E Her) (Party Animals) · Watch on YouTube

youtube_video R3OJyvNwhqY · row R3OJyvNwhqY

LAION-DISCO-12M

Le Saboteur

Listed as Turbonegro – Le Saboteur (Scandinavian Leather) · Watch on YouTube

youtube_video TVzD6nUy53M · row TVzD6nUy53M

LAION-DISCO-12M

Do You Do You Dig Destruction

Listed as Turbonegro – Do You Do You Dig Destruction (Retox) · Watch on YouTube

youtube_video UDbV6n3QsRY · row UDbV6n3QsRY

LAION-DISCO-12M

Don`t Say Motherfucker, Motherfucker

Listed as Turbonegro – Don`t Say Motherfucker, Motherfucker (Apocalypse Dudes) · Watch on YouTube

youtube_video UF3rHyDsFxg · row UF3rHyDsFxg

LAION-DISCO-12M

Prince Of The Rodeo

Listed as Turbonegro – Prince Of The Rodeo (Apocalypse Dudes) · Watch on YouTube

youtube_video V-g-QOYsFz8 · row V-g-QOYsFz8

LAION-DISCO-12M

Zillion Dollar Sadist

Listed as Turbonegro – Zillion Dollar Sadist (Apocalypse Dudes) · Watch on YouTube

youtube_video VdOJxqn6K0g · row VdOJxqn6K0g

LAION-DISCO-12M

Intro The Blizzard Of Flames

Listed as Turbonegro – Intro The Blizzard Of Flames (Scandinavian Leather) · Watch on YouTube

youtube_video Vedrv0LqavM · row Vedrv0LqavM

LAION-DISCO-12M

Just Flesh

Listed as Turbonegro – Just Flesh (Ass Cobra) · Watch on YouTube

youtube_video XiOgxJq53wI · row XiOgxJq53wI

LAION-DISCO-12M

Sailor Man

Listed as Turbonegro – Sailor Man (Ass Cobra) · Watch on YouTube

youtube_video Z4NwWuiUFgM · row Z4NwWuiUFgM

LAION-DISCO-12M

We`re Gonna Drop The Atom Bomb

Listed as Turbonegro – We`re Gonna Drop The Atom Bomb (Retox) · Watch on YouTube

youtube_video Ze4yV4jELzM · row Ze4yV4jELzM

LAION-DISCO-12M

Turbonegro Hate The Kids

Listed as Turbonegro – Turbonegro Hate The Kids (Ass Cobra) · Watch on YouTube

youtube_video _5ZMnDE4QpA · row _5ZMnDE4QpA

LAION-DISCO-12M

Bad Mongo

Listed as Turbonegro – Bad Mongo (Ass Cobra) · Watch on YouTube

youtube_video _NjkA_tcZow · row _NjkA_tcZow

LAION-DISCO-12M

Boys From Nowhere

Listed as Turbonegro – Boys From Nowhere (Retox) · Watch on YouTube

youtube_video bPAkABlsDbA · row bPAkABlsDbA

LAION-DISCO-12M

Turbonegro Must Be Destroyed

Listed as Turbonegro – Turbonegro Must Be Destroyed (Scandinavian Leather) · Watch on YouTube

youtube_video c4-Jflxhja8 · row c4-Jflxhja8

LAION-DISCO-12M

Death From Above

Listed as Turbonegro – Death From Above (Party Animals) · Watch on YouTube

youtube_video cCtrSivbprg · row cCtrSivbprg

LAION-DISCO-12M

Remain Untamed

Listed as Turbonegro – Remain Untamed (Scandinavian Leather) · Watch on YouTube

youtube_video dbO5Zsvsc5o · row dbO5Zsvsc5o

LAION-DISCO-12M

Gimme Five

Listed as Turbonegro – Gimme Five (Locked Down) · Watch on YouTube

youtube_video eUvkEzdzRps · row eUvkEzdzRps

LAION-DISCO-12M

A Dazzling Display Of Talent

Listed as Turbonegro – A Dazzling Display Of Talent (Ass Cobra) · Watch on YouTube

youtube_video fK2zwMH8tEE · row fK2zwMH8tEE

LAION-DISCO-12M

Denim Demon

Listed as Turbonegro – Denim Demon (Ass Cobra) · Watch on YouTube

youtube_video fOdLUjqa51E · row fOdLUjqa51E

LAION-DISCO-12M

Get It On

Listed as Turbonegro – Get It On (Apocalypse Dudes) · Watch on YouTube

youtube_video ivvI3hUZRQk · row ivvI3hUZRQk

LAION-DISCO-12M

I Got Erection

Listed as Turbonegro – I Got Erection (Ass Cobra) · Watch on YouTube

youtube_video mOk58yWt4O0 · row mOk58yWt4O0

LAION-DISCO-12M

Drenched In Blood (D.I.B.)

Listed as Turbonegro – Drenched In Blood (D.I.B.) (Scandinavian Leather) · Watch on YouTube

youtube_video mkfeEK5wTiE · row mkfeEK5wTiE

LAION-DISCO-12M

Blow Me (Like The Wind)

Listed as Turbonegro – Blow Me (Like The Wind) (Party Animals) · Watch on YouTube

youtube_video mlP58tYoCog · row mlP58tYoCog

LAION-DISCO-12M

Are You Ready (For Some Darkness)

Listed as Turbonegro – Are You Ready (For Some Darkness) (Apocalypse Dudes) · Watch on YouTube

youtube_video mxGw8AmPhB8 · row mxGw8AmPhB8

LAION-DISCO-12M

Rendezvous With Anus

Listed as Turbonegro – Rendezvous With Anus (Apocalypse Dudes) · Watch on YouTube

youtube_video sR810Ykavms · row sR810Ykavms

LAION-DISCO-12M

Rock Against Ass

Listed as Turbonegro – Rock Against Ass (Apocalypse Dudes) · Watch on YouTube

youtube_video urII-bTet-Y · row urII-bTet-Y

LAION-DISCO-12M

Hell Toupèe

Listed as Turbonegro – Hell Toupèe (Retox) · Watch on YouTube

youtube_video vemLEpSr00k · row vemLEpSr00k

LAION-DISCO-12M

The Midnight NAMBLA

Listed as Turbonegro – The Midnight NAMBLA (Ass Cobra) · Watch on YouTube

youtube_video wXVKFKS9Jq0 · row wXVKFKS9Jq0

LAION-DISCO-12M

City Of Satan

Listed as Turbonegro – City Of Satan (Party Animals) · Watch on YouTube

youtube_video xh_wQxYdEvY · row xh_wQxYdEvY

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.