Yes. The Zen Circus has 134 songs listed in a dataset used to train AI music models.

Used for training 134

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 Hilly billy cab driver, Dirty Feet, Punk-Oi Puppy Sex 2001

Listed under the artist name 134 songs in LAION-DISCO-12M

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

Hilly billy cab driver

Listed as The Zen Circus – Hilly billy cab driver (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video 7AydgWJ0t9k · row 7AydgWJ0t9k

LAION-DISCO-12M

Dirty Feet

Listed as The Zen Circus – Dirty Feet (Villa Inferno) · Watch on YouTube

youtube_video 7dTfwQn-Ksg · row 7dTfwQn-Ksg

LAION-DISCO-12M

Punk-Oi Puppy Sex 2001

Listed as The Zen Circus – Punk-Oi Puppy Sex 2001 (Metal Arcade Vol.1) · Watch on YouTube

youtube_video AJwiYQ6IpGw · row AJwiYQ6IpGw

LAION-DISCO-12M

Chicken factory

Listed as The Zen Circus – Chicken factory (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video DH3J_FeJArI · row DH3J_FeJArI

LAION-DISCO-12M

Beautiful & Warm

Listed as The Zen Circus – Beautiful & Warm (Fosbury Primo Salto) · Watch on YouTube

youtube_video E2HBIj2OLuI · row E2HBIj2OLuI

LAION-DISCO-12M

Where Eagles Dare

Listed as The Zen Circus – Where Eagles Dare (Metal Arcade Vol.1) · Watch on YouTube

youtube_video EfY9Q9v2hXQ · row EfY9Q9v2hXQ

LAION-DISCO-12M

The green fuzzy thing

Listed as The Zen Circus – The green fuzzy thing (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video Eu66n4e4iPM · row Eu66n4e4iPM

LAION-DISCO-12M

Time Killed My Love

Listed as The Zen Circus – Time Killed My Love (Doctor Seduction) · Watch on YouTube

youtube_video FOrUoVGQiM8 · row FOrUoVGQiM8

LAION-DISCO-12M

It rains over Delft

Listed as The Zen Circus – It rains over Delft (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video FPqp06X4H8A · row FPqp06X4H8A

LAION-DISCO-12M

All Together Now!

Listed as The Zen Circus – All Together Now! (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video HYuB4iRjQzQ · row HYuB4iRjQzQ

LAION-DISCO-12M

Visited by The Ghost of D. Boon

Listed as The Zen Circus – Visited by The Ghost of D. Boon (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video JRxSIyAQs44 · row JRxSIyAQs44

LAION-DISCO-12M

Easy as pie

Listed as The Zen Circus – Easy as pie (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video MFFu6KqPmSo · row MFFu6KqPmSo

LAION-DISCO-12M

My Lovely End

Listed as The Zen Circus – My Lovely End (Doctor Seduction) · Watch on YouTube

youtube_video OFXQXfTdQfs · row OFXQXfTdQfs

LAION-DISCO-12M

Hillybilliy Cabdriver

Listed as The Zen Circus – Hillybilliy Cabdriver (Metal Arcade Vol.1) · Watch on YouTube

youtube_video StJixOP4Ik8 · row StJixOP4Ik8

LAION-DISCO-12M

Like a Girl Never Would

Listed as The Zen Circus – Like a Girl Never Would (Villa Inferno) · Watch on YouTube

youtube_video XJTXA1h3ubY · row XJTXA1h3ubY

LAION-DISCO-12M

A dead song for Elaine

Listed as The Zen Circus – A dead song for Elaine (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video fWAFpbdaA0I · row fWAFpbdaA0I

LAION-DISCO-12M

Welldone

Listed as The Zen Circus – Welldone (Doctor Seduction) · Watch on YouTube

youtube_video fanNYp5eDbs · row fanNYp5eDbs

LAION-DISCO-12M

History Lesson Part III

Listed as The Zen Circus – History Lesson Part III (Doctor Seduction) · Watch on YouTube

youtube_video gI5AvYB20DM · row gI5AvYB20DM

LAION-DISCO-12M

Black hole

Listed as The Zen Circus – Black hole (Doctor Seduction) · Watch on YouTube

youtube_video gRZ-YK_jUbI · row gRZ-YK_jUbI

LAION-DISCO-12M

It Turns Me On

Listed as The Zen Circus – It Turns Me On (Doctor Seduction) · Watch on YouTube

youtube_video h4MoqWy6cx4 · row h4MoqWy6cx4

LAION-DISCO-12M

Sneacky Behaviour

Listed as The Zen Circus – Sneacky Behaviour (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video i6xuaRjbetg · row i6xuaRjbetg

LAION-DISCO-12M

Weak love

Listed as The Zen Circus – Weak love (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video mGbDzFPzUB0 · row mGbDzFPzUB0

LAION-DISCO-12M

Jack (is American)

Listed as The Zen Circus – Jack (is American) (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video mqtjC21OW48 · row mqtjC21OW48

LAION-DISCO-12M

Where is my heart?

Listed as The Zen Circus – Where is my heart? (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video nX1DRzbTK8U · row nX1DRzbTK8U

LAION-DISCO-12M

Les poches sont vides, les gens sont fous

Listed as The Zen Circus – Les poches sont vides, les gens sont fous (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video o1OfYMdjI4U · row o1OfYMdjI4U

LAION-DISCO-12M

Summer (Of Love)

Listed as The Zen Circus – Summer (Of Love) (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video o4s0AfyTt-Q · row o4s0AfyTt-Q

LAION-DISCO-12M

HF Modulator blues

Listed as The Zen Circus – HF Modulator blues (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video r8BIrxurEwI · row r8BIrxurEwI

LAION-DISCO-12M

Colombia

Listed as The Zen Circus – Colombia (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video slBqlOuJgBY · row slBqlOuJgBY

LAION-DISCO-12M

Milk legs

Listed as The Zen Circus – Milk legs (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video tOBRQAYWh5c · row tOBRQAYWh5c

LAION-DISCO-12M

Hellakka

Listed as The Zen Circus – Hellakka (Vita e opinioni di Nello Scarpellini, gentiluomo) · Watch on YouTube

youtube_video tVsHznflMZI · row tVsHznflMZI

LAION-DISCO-12M

Sober

Listed as The Zen Circus – Sober (Doctor Seduction) · Watch on YouTube

youtube_video zCjOeIk6wPE · row zCjOeIk6wPE

LAION-DISCO-12M

Narodna Pjesma

Listed as The Zen Circus – Narodna Pjesma (Villa Inferno) · Watch on YouTube

youtube_video zri5PfO3c-g · row zri5PfO3c-g

LAION-DISCO-12M

Drivin' in my car

Listed as The Zen Circus – Drivin' in my car (Visited by the Ghost of Blind Willie Lemon Juice Namington IV) · Watch on YouTube

youtube_video ztmm5fxMr4g · row ztmm5fxMr4g

LAION-DISCO-12M

Way South

Listed as The Zen Circus – Way South (Doctor Seduction) · Watch on YouTube

youtube_video zyltbeqPxx8 · row zyltbeqPxx8

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.