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 This Dark and Twisty Road, The Ballad of Captain Robert (Deluxe Edition), Building Steam

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.

This Dark and Twisty Road

Listed as Abney Park – This Dark and Twisty Road (Lost Horizons) · Watch on YouTube

youtube_video 3i0dL1q2Rr4 · row 3i0dL1q2Rr4

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The Ballad of Captain Robert (Deluxe Edition)

Listed as Abney Park – The Ballad of Captain Robert (Deluxe Edition) (Ancient World) · Watch on YouTube

youtube_video 4i0QpV8YKlo · row 4i0QpV8YKlo

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Building Steam

Listed as Abney Park – Building Steam (Æther Shanties) · Watch on YouTube

youtube_video 6i0riFGFrB0 · row 6i0riFGFrB0

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Dark Vocation

Listed as Abney Park – Dark Vocation (Scallywag) · Watch on YouTube

youtube_video 7W8WsWes7Pg · row 7W8WsWes7Pg

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Beautiful Decline

Listed as Abney Park – Beautiful Decline (The End of Days) · Watch on YouTube

youtube_video 7bds5go2FHQ · row 7bds5go2FHQ

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Bel Mir Bist Du Schoen, Pt. 1

Listed as Abney Park – Bel Mir Bist Du Schoen, Pt. 1 (Abney Park's New Nostalgics) · Watch on YouTube

youtube_video 8vUtS2nUfv4 · row 8vUtS2nUfv4

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The Wellerman

Listed as Abney Park – The Wellerman (Technoshanties) · Watch on YouTube

youtube_video 9-_NV8JiNfA · row 9-_NV8JiNfA

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Dear Ophelia

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

youtube_video 96NgTRn59v4 · row 96NgTRn59v4

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Evil Man

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

youtube_video 9EEFUm55Zbo · row 9EEFUm55Zbo

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Buy the Captain Rum

Listed as Abney Park – Buy the Captain Rum (The Circus At the End of the World) · Watch on YouTube

youtube_video BPEgBOtzWGc · row BPEgBOtzWGc

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His Imaginary World

Listed as Abney Park – His Imaginary World (Under the Floor, Over the Wall) · Watch on YouTube

youtube_video Bs6RRnnLaQQ · row Bs6RRnnLaQQ

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Sleep Isabella

Listed as Abney Park – Sleep Isabella (Lost Horizons) · Watch on YouTube

youtube_video C60ZMSNpLA8 · row C60ZMSNpLA8

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Victorian Vigilante

Listed as Abney Park – Victorian Vigilante (The End of Days) · Watch on YouTube

youtube_video COqImvwabV4 · row COqImvwabV4

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Katyusha

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

youtube_video GCKcNmO5o2s · row GCKcNmO5o2s

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The Derelict

Listed as Abney Park – The Derelict (Æther Shanties) · Watch on YouTube

youtube_video Grmh-Ktc48c · row Grmh-Ktc48c

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To the Apocalypse In Daddies Sidecar

Listed as Abney Park – To the Apocalypse In Daddies Sidecar (The End of Days) · Watch on YouTube

youtube_video IkGRz0tX7Cg · row IkGRz0tX7Cg

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Scupper Shanty

Listed as Abney Park – Scupper Shanty (Ancient World) · Watch on YouTube

youtube_video KNXhIoMcDsI · row KNXhIoMcDsI

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I've Been Wrong Before

Listed as Abney Park – I've Been Wrong Before (The End of Days) · Watch on YouTube

youtube_video Lr6KckA6CsE · row Lr6KckA6CsE

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The Story That Never Starts

Listed as Abney Park – The Story That Never Starts (Ancient World) · Watch on YouTube

youtube_video M-D5891hsRg · row M-D5891hsRg

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Waiting for You

Listed as Abney Park – Waiting for You (Ancient World) · Watch on YouTube

youtube_video NWLD1EA5les · row NWLD1EA5les

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Your Escape

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

youtube_video OumRZKg3khc · row OumRZKg3khc

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Until the Day You Die

Listed as Abney Park – Until the Day You Die (Æther Shanties) · Watch on YouTube

youtube_video P9WdIaQd_b0 · row P9WdIaQd_b0

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Back to Zero

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

youtube_video QBloRyy1dIA · row QBloRyy1dIA

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Letter Between a Little Boy & Himself as An Adult

Listed as Abney Park – Letter Between a Little Boy & Himself as An Adult (The End of Days) · Watch on YouTube

youtube_video R08a2220tfM · row R08a2220tfM

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Under the Radar

Listed as Abney Park – Under the Radar (Æther Shanties) · Watch on YouTube

youtube_video SOVeGPADfF8 · row SOVeGPADfF8

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Wanderlust

Listed as Abney Park – Wanderlust (Æther Shanties) · Watch on YouTube

youtube_video U4aLY5g8v6w · row U4aLY5g8v6w

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Throw Them Overboard

Listed as Abney Park – Throw Them Overboard (Æther Shanties) · Watch on YouTube

youtube_video VQDhq6taKe0 · row VQDhq6taKe0

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The Secret Life of Dr Calgori

Listed as Abney Park – The Secret Life of Dr Calgori (Lost Horizons) · Watch on YouTube

youtube_video XonWQhGLEto · row XonWQhGLEto

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The End of Days

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

youtube_video _iIkAiA8p0Q · row _iIkAiA8p0Q

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The Clockyard

Listed as Abney Park – The Clockyard (Æther Shanties) · Watch on YouTube

youtube_video aOocL-dKtQo · row aOocL-dKtQo

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The Wrong Side

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

youtube_video abiXhS7iQ84 · row abiXhS7iQ84

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Ancient World

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

youtube_video bJoyR_a0O9k · row bJoyR_a0O9k

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She

Listed as Abney Park – She (Lost Horizons) · Watch on YouTube

youtube_video cx-uEoEnnrY · row cx-uEoEnnrY

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Neobedouin

Listed as Abney Park – Neobedouin (The End of Days) · Watch on YouTube

youtube_video dP_R5DQp69k · row dP_R5DQp69k

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Airship Pirate

Listed as Abney Park – Airship Pirate (Lost Horizons) · Watch on YouTube

youtube_video ehq1zsOtYWk · row ehq1zsOtYWk

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Chitty Chitty Bang Bang

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

youtube_video eyAmogqtCUY · row eyAmogqtCUY

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Many Worlds

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

youtube_video fc9f_mrL_qI · row fc9f_mrL_qI

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Steampunk Revolution

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

youtube_video gkOfARj7FM0 · row gkOfARj7FM0

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The Circus At the End of the World

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

youtube_video irSszAnwtac · row irSszAnwtac

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Æther Shanties

Listed as Abney Park – Æther Shanties (Æther Shanties) · Watch on YouTube

youtube_video lTLCEcPP8Bk · row lTLCEcPP8Bk

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Stigmata Martyr

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

youtube_video mBbb3WKyvAE · row mBbb3WKyvAE

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Rolling Down to Old Maui

Listed as Abney Park – Rolling Down to Old Maui (Technoshanties) · Watch on YouTube

youtube_video ojcPsJ1R6wA · row ojcPsJ1R6wA

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Too Far to Turn Back

Listed as Abney Park – Too Far to Turn Back (Æther Shanties) · Watch on YouTube

youtube_video pEVLVF9nc5c · row pEVLVF9nc5c

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A Drop of Nelsons Blood

Listed as Abney Park – A Drop of Nelsons Blood (Technoshanties) · Watch on YouTube

youtube_video qP_Ncpa7WVI · row qP_Ncpa7WVI

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My Life

Listed as Abney Park – My Life (Æther Shanties) · Watch on YouTube

youtube_video rYtdNVgOF0U · row rYtdNVgOF0U

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Russians

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

youtube_video u-UX6lWpbrc · row u-UX6lWpbrc

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All The Myths Are True

Listed as Abney Park – All The Myths Are True (The Death Of Tragedy) · Watch on YouTube

youtube_video uC5llaxoCRM · row uC5llaxoCRM

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The Wrath of Fate

Listed as Abney Park – The Wrath of Fate (The End of Days) · Watch on YouTube

youtube_video vSTVcVeAtN4 · row vSTVcVeAtN4

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Herr Drosselmyers Doll

Listed as Abney Park – Herr Drosselmyers Doll (Lost Horizons) · Watch on YouTube

youtube_video xF4Dv2ODGy0 · row xF4Dv2ODGy0

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I am Stretched On Your Grave

Listed as Abney Park – I am Stretched On Your Grave (Lost Horizons) · Watch on YouTube

youtube_video yMcTdi1PJ-4 · row yMcTdi1PJ-4

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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.