Yes. Abney Park 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 Survival of the Species, Beaten Battered and Abused, Gimme a Reason

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.

Survival of the Species

Listed as Abney Park – Survival of the Species (Iconoclast) · Watch on YouTube

youtube_video 32q_8PqHmNI · row 32q_8PqHmNI

LAION-DISCO-12M

Beaten Battered and Abused

Listed as Abney Park – Beaten Battered and Abused (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video 53uAtIEaFgA · row 53uAtIEaFgA

LAION-DISCO-12M

Gimme a Reason

Listed as Abney Park – Gimme a Reason (Under the Floor, Over the Wall) · Watch on YouTube

youtube_video 5BlbKjnMxnA · row 5BlbKjnMxnA

LAION-DISCO-12M

Reboot

Listed as Abney Park – Reboot (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video 5mqQzQEcicE · row 5mqQzQEcicE

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The Clone Factories

Listed as Abney Park – The Clone Factories (Wasteland) · Watch on YouTube

youtube_video 6Z-zjl715Hc · row 6Z-zjl715Hc

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Life's the Thing

Listed as Abney Park – Life's the Thing (The Circus At the End of the World) · Watch on YouTube

youtube_video 7o0fNxwvLG8 · row 7o0fNxwvLG8

LAION-DISCO-12M

The Tree House at the End of the World

Listed as Abney Park – The Tree House at the End of the World (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video Aa1RkqP1WDg · row Aa1RkqP1WDg

LAION-DISCO-12M

The Travelers' Curse

Listed as Abney Park – The Travelers' Curse (Under the Floor, Over the Wall) · Watch on YouTube

youtube_video CrUoA78ZPNc · row CrUoA78ZPNc

LAION-DISCO-12M

Kine

Listed as Abney Park – Kine (From Dreams Or Angels) · Watch on YouTube

youtube_video CwTaqomW9F8 · row CwTaqomW9F8

LAION-DISCO-12M

Fix the Boat, or Swim

Listed as Abney Park – Fix the Boat, or Swim (Ancient World) · Watch on YouTube

youtube_video CwtJ6liMiVY · row CwtJ6liMiVY

LAION-DISCO-12M

Steampunk Revolution (Instrumental)

Listed as Abney Park – Steampunk Revolution (Instrumental) (Ancient World) · Watch on YouTube

youtube_video DLdAZIUDEus · row DLdAZIUDEus

LAION-DISCO-12M

Magic Dance

Listed as Abney Park – Magic Dance (Iconoclast) · Watch on YouTube

youtube_video DOElBpvUwrc · row DOElBpvUwrc

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The Villainizer

Listed as Abney Park – The Villainizer (Under the Floor, Over the Wall) · Watch on YouTube

youtube_video HcVSrx5ys3w · row HcVSrx5ys3w

LAION-DISCO-12M

Crash

Listed as Abney Park – Crash (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video IYBHGesG36g · row IYBHGesG36g

LAION-DISCO-12M

Off the Grid

Listed as Abney Park – Off the Grid (The End of Days) · Watch on YouTube

youtube_video IqIab7FXRD4 · row IqIab7FXRD4

LAION-DISCO-12M

Tricked the Machine

Listed as Abney Park – Tricked the Machine (Ancient World) · Watch on YouTube

youtube_video KKq9ZFHN81A · row KKq9ZFHN81A

LAION-DISCO-12M

The Subaquatic Opera

Listed as Abney Park – The Subaquatic Opera (The Subaquatic Opera) · Watch on YouTube

youtube_video MUnv47T0Xi0 · row MUnv47T0Xi0

LAION-DISCO-12M

Away from the Things of Man (Live)

Listed as Abney Park – Away from the Things of Man (Live) (Wasteland) · Watch on YouTube

youtube_video MyLOSvhbqeI · row MyLOSvhbqeI

LAION-DISCO-12M

Unleashed

Listed as Abney Park – Unleashed (The Intergalatic Juke Joint) · Watch on YouTube

youtube_video N0-3dspH3aU · row N0-3dspH3aU

LAION-DISCO-12M

The World Has Gone to Hell

Listed as Abney Park – The World Has Gone to Hell (Esoterica) · Watch on YouTube

youtube_video OhQsmNmi63E · row OhQsmNmi63E

LAION-DISCO-12M

Fell to My Knees

Listed as Abney Park – Fell to My Knees (Wasteland) · Watch on YouTube

youtube_video PerYbaxQ41s · row PerYbaxQ41s

LAION-DISCO-12M

Off the Grid

Listed as Abney Park – Off the Grid (Ranch Hand Robbie and the Wasteland Wranglers - Off The Grid) · Watch on YouTube

youtube_video RFk72FHwsr4 · row RFk72FHwsr4

LAION-DISCO-12M

Twelve Days of Christmas

Listed as Abney Park – Twelve Days of Christmas (Through Your Eyes On Christmas Eve) · Watch on YouTube

youtube_video RbMeDIfxlDw · row RbMeDIfxlDw

LAION-DISCO-12M

The Wrath of Fate 2021

Listed as Abney Park – The Wrath of Fate 2021 (Technoshanties) · Watch on YouTube

youtube_video TzoqDaETfME · row TzoqDaETfME

LAION-DISCO-12M

Creep

Listed as Abney Park – Creep (Taxidermy) · Watch on YouTube

youtube_video UYrjsmYvnuU · row UYrjsmYvnuU

LAION-DISCO-12M

Welcome to the Throng

Listed as Abney Park – Welcome to the Throng (Iconoclast) · Watch on YouTube

youtube_video VHay9ZfYbmI · row VHay9ZfYbmI

LAION-DISCO-12M

Bad Things Coming

Listed as Abney Park – Bad Things Coming (Ranch Hand Robbie and the Wasteland Wranglers - Off The Grid) · Watch on YouTube

youtube_video Wj46KHtIQ90 · row Wj46KHtIQ90

LAION-DISCO-12M

Sailing Retrograde

Listed as Abney Park – Sailing Retrograde (Iconoclast) · Watch on YouTube

youtube_video Wt3_e1dqzm8 · row Wt3_e1dqzm8

LAION-DISCO-12M

The Children's Caravan

Listed as Abney Park – The Children's Caravan (The Subaquatic Opera) · Watch on YouTube

youtube_video WvlVIk6KXx4 · row WvlVIk6KXx4

LAION-DISCO-12M

Proclivity of Lies

Listed as Abney Park – Proclivity of Lies (Scallywag) · Watch on YouTube

youtube_video ZEmRX3rRnYk · row ZEmRX3rRnYk

LAION-DISCO-12M

New Black Day

Listed as Abney Park – New Black Day (Taxidermy) · Watch on YouTube

youtube_video arZUupdPI5Y · row arZUupdPI5Y

LAION-DISCO-12M

Post Apocolaspe Punk

Listed as Abney Park – Post Apocolaspe Punk (Lost Horizons) · Watch on YouTube

youtube_video d1xYl9Zulzk · row d1xYl9Zulzk

LAION-DISCO-12M

The Jynxed

Listed as Abney Park – The Jynxed (Esoterica) · Watch on YouTube

youtube_video f2Kd9vXo0u4 · row f2Kd9vXo0u4

LAION-DISCO-12M

Whale of a Tale

Listed as Abney Park – Whale of a Tale (Technoshanties) · Watch on YouTube

youtube_video f3cjv-sIGrg · row f3cjv-sIGrg

LAION-DISCO-12M

Not Silent

Listed as Abney Park – Not Silent (The Circus At the End of the World) · Watch on YouTube

youtube_video fO3JZbmq3ig · row fO3JZbmq3ig

LAION-DISCO-12M

Hereafter

Listed as Abney Park – Hereafter (The Subaquatic Opera) · Watch on YouTube

youtube_video fduB1yhuRVY · row fduB1yhuRVY

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Same Troubles

Listed as Abney Park – Same Troubles (The Intergalatic Juke Joint) · Watch on YouTube

youtube_video fhqQk4QlYtw · row fhqQk4QlYtw

LAION-DISCO-12M

Rag Time Punk (Stealing from the Past)

Listed as Abney Park – Rag Time Punk (Stealing from the Past) (Ancient World) · Watch on YouTube

youtube_video jntczUGHqZY · row jntczUGHqZY

LAION-DISCO-12M

Some Wounds Don't Heal

Listed as Abney Park – Some Wounds Don't Heal (Iconoclast) · Watch on YouTube

youtube_video k_lca-uO1OI · row k_lca-uO1OI

LAION-DISCO-12M

The Rum Talking

Listed as Abney Park – The Rum Talking (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video nwy-rLStSic · row nwy-rLStSic

LAION-DISCO-12M

Downtrodden

Listed as Abney Park – Downtrodden (The Death Of Tragedy) · Watch on YouTube

youtube_video o9iLEsIHdE0 · row o9iLEsIHdE0

LAION-DISCO-12M

Rosie & Max

Listed as Abney Park – Rosie & Max (The Circus At the End of the World) · Watch on YouTube

youtube_video sBQPcvHiGn8 · row sBQPcvHiGn8

LAION-DISCO-12M

Work Hard

Listed as Abney Park – Work Hard (Crash (Deluxe Extended Edition)) · Watch on YouTube

youtube_video sTNdkz3L-2k · row sTNdkz3L-2k

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Tiny Monster

Listed as Abney Park – Tiny Monster (From Dreams Or Angels) · Watch on YouTube

youtube_video sVylOIJIXjY · row sVylOIJIXjY

LAION-DISCO-12M

Doldrums

Listed as Abney Park – Doldrums (Iconoclast) · Watch on YouTube

youtube_video u495B3T9wvQ · row u495B3T9wvQ

LAION-DISCO-12M

Child King

Listed as Abney Park – Child King (From Dreams Or Angels) · Watch on YouTube

youtube_video uNXfWhFd758 · row uNXfWhFd758

LAION-DISCO-12M

The Root Of All Evil

Listed as Abney Park – The Root Of All Evil (From Dreams Or Angels) · Watch on YouTube

youtube_video v8SI8Rr-szs · row v8SI8Rr-szs

LAION-DISCO-12M

Breathe Acoustic

Listed as Abney Park – Breathe Acoustic (From Dreams Or Angels) · Watch on YouTube

youtube_video wJlrSgO9KMw · row wJlrSgO9KMw

LAION-DISCO-12M

Back to My Start

Listed as Abney Park – Back to My Start (Iconoclast) · Watch on YouTube

youtube_video xjXywx4mAoI · row xjXywx4mAoI

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Mister Overkill

Listed as Abney Park – Mister Overkill (Under the Floor, Over the Wall) · Watch on YouTube

youtube_video zT51RiYMFWc · row zT51RiYMFWc

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.