Yes. Chiasm has 51 songs listed in a dataset used to train AI music models.

Used for training 51

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 Closed Up, Enemy, Cut Right Through (Mildreda mix)

Listed under the artist name 51 songs in LAION-DISCO-12M

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

Closed Up

Listed as Chiasm – Closed Up (Cut Right Through) · Watch on YouTube

youtube_video -2PSwFL0ZEI · row -2PSwFL0ZEI

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Enemy

Listed as Chiasm – Enemy (Disorder) · Watch on YouTube

youtube_video -DQIRCarTwk · row -DQIRCarTwk

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Cut Right Through (Mildreda mix)

Listed as Chiasm – Cut Right Through (Mildreda mix) (Cut Right Through) · Watch on YouTube

youtube_video 3vK5kakOR0U · row 3vK5kakOR0U

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Cut Right Through (Emileigh Rohn edit)

Listed as Chiasm – Cut Right Through (Emileigh Rohn edit) (Cut Right Through) · Watch on YouTube

youtube_video 3yeH-qBd5hc · row 3yeH-qBd5hc

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Dead Trees (:10: mix)

Listed as Chiasm – Dead Trees (:10: mix) (Cut Right Through) · Watch on YouTube

youtube_video 47NoEHjcumw · row 47NoEHjcumw

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Cut Right Through (Assemblage 23 mix)

Listed as Chiasm – Cut Right Through (Assemblage 23 mix) (Cut Right Through) · Watch on YouTube

youtube_video 6cFSf-Np8ME · row 6cFSf-Np8ME

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Dead Trees (blackcarburning Mix)

Listed as Chiasm – Dead Trees (blackcarburning Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video 75hzaAK9xxY · row 75hzaAK9xxY

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Massive Explosions Only

Listed as Chiasm – Massive Explosions Only (Zone) · Watch on YouTube

youtube_video 8mZwax3q7ts · row 8mZwax3q7ts

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Bye Now

Listed as Chiasm – Bye Now (Zone) · Watch on YouTube

youtube_video 8rf8V7SyN9Y · row 8rf8V7SyN9Y

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Still

Listed as Chiasm – Still (Relapse (reissue)) · Watch on YouTube

youtube_video Ay-waG83EF8 · row Ay-waG83EF8

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Chasing Butterflies (Jean-Marc Lederman Mix)

Listed as Chiasm – Chasing Butterflies (Jean-Marc Lederman Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video BTDSfoDK_Rc · row BTDSfoDK_Rc

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Chiasm

Listed as Chiasm – Chiasm (Disorder) · Watch on YouTube

youtube_video CJHgOcWiWlg · row CJHgOcWiWlg

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Isolated

Listed as Chiasm – Isolated (Disorder) · Watch on YouTube

youtube_video G_gT7FFc9CU · row G_gT7FFc9CU

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Delay

Listed as Chiasm – Delay (Relapse (reissue)) · Watch on YouTube

youtube_video GpSVzO3uZnU · row GpSVzO3uZnU

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Someone

Listed as Chiasm – Someone (Disorder) · Watch on YouTube

youtube_video GrOrltATumA · row GrOrltATumA

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Cryostat

Listed as Chiasm – Cryostat (Disorder) · Watch on YouTube

youtube_video IBBHA-ooVdY · row IBBHA-ooVdY

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Prefrontal

Listed as Chiasm – Prefrontal (Relapse (reissue)) · Watch on YouTube

youtube_video IBeaaYmSAbA · row IBeaaYmSAbA

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Cold

Listed as Chiasm – Cold (Disorder) · Watch on YouTube

youtube_video LrMHGizWtyc · row LrMHGizWtyc

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Crushing The Dread

Listed as Chiasm – Crushing The Dread (Zone) · Watch on YouTube

youtube_video M4xTGRLA_OA · row M4xTGRLA_OA

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Durch Die Seile (Silver Walks remix)

Listed as Chiasm – Durch Die Seile (Silver Walks remix) (Electronic Saviors - Industrial Music To Cure Cancer, Vol VI: Reflection) · Watch on YouTube

youtube_video O5rRjeAMYL4 · row O5rRjeAMYL4

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Embryonic

Listed as Chiasm – Embryonic (Relapse (reissue)) · Watch on YouTube

youtube_video OmocScThzNo · row OmocScThzNo

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Chosen Fate

Listed as Chiasm – Chosen Fate (Relapse (reissue)) · Watch on YouTube

youtube_video PDKiH6_sP3U · row PDKiH6_sP3U

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It’s Time

Listed as Chiasm – It’s Time (Zone) · Watch on YouTube

youtube_video QTwOPmMjXHU · row QTwOPmMjXHU

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Moonshot

Listed as Chiasm – Moonshot (Zone) · Watch on YouTube

youtube_video Qu-Mf5Xhims · row Qu-Mf5Xhims

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Incision

Listed as Chiasm – Incision (Relapse (reissue)) · Watch on YouTube

youtube_video R6j08s7wJXk · row R6j08s7wJXk

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Bouncing Baby Clones

Listed as Chiasm – Bouncing Baby Clones (Disorder) · Watch on YouTube

youtube_video ROpfri1N-GI · row ROpfri1N-GI

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Moonshot - Steve Anthony (8om Mix)

Listed as Chiasm – Moonshot - Steve Anthony (8om Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video SQ9O8tLP3wk · row SQ9O8tLP3wk

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X-ray

Listed as Chiasm – X-ray (Relapse (reissue)) · Watch on YouTube

youtube_video TiWEZdqH9b4 · row TiWEZdqH9b4

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Rewind

Listed as Chiasm – Rewind (Relapse (reissue)) · Watch on YouTube

youtube_video ZSk8YRWf1SA · row ZSk8YRWf1SA

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Cut Right Through (hEADaCHE mix)

Listed as Chiasm – Cut Right Through (hEADaCHE mix) (Cut Right Through) · Watch on YouTube

youtube_video auXTY5QY3lk · row auXTY5QY3lk

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Calling [Mesh Remix]

Listed as Chiasm – Calling [Mesh Remix] (Intertwined) · Watch on YouTube

youtube_video cbsOCyBnPCo · row cbsOCyBnPCo

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Formula

Listed as Chiasm – Formula (Disorder) · Watch on YouTube

youtube_video eNos738Y6n0 · row eNos738Y6n0

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Chasing Butterflies (Beborn Beton Mix)

Listed as Chiasm – Chasing Butterflies (Beborn Beton Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video ggRK8MDHnPM · row ggRK8MDHnPM

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Chasing Butterflies (Sapphira Vee Mix)

Listed as Chiasm – Chasing Butterflies (Sapphira Vee Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video hXrFX1uIcSA · row hXrFX1uIcSA

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I Should Have Known Better

Listed as Chiasm – I Should Have Known Better (Zone) · Watch on YouTube

youtube_video hnb0CYVXT40 · row hnb0CYVXT40

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Disorder

Listed as Chiasm – Disorder (Disorder) · Watch on YouTube

youtube_video hrvX2atWKmM · row hrvX2atWKmM

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Needle

Listed as Chiasm – Needle (Relapse (reissue)) · Watch on YouTube

youtube_video lwtDRSaTXTc · row lwtDRSaTXTc

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Fears Float Away

Listed as Chiasm – Fears Float Away (Zone) · Watch on YouTube

youtube_video m7VaVw8QYGw · row m7VaVw8QYGw

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Intertwined

Listed as Chiasm – Intertwined (Intertwined) · Watch on YouTube

youtube_video p72wf1a2aps · row p72wf1a2aps

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Chasing Butterflies (Stabbing Westward Mix)

Listed as Chiasm – Chasing Butterflies (Stabbing Westward Mix) (Chasing Butterflies) · Watch on YouTube

youtube_video pkClq_sTXC4 · row pkClq_sTXC4

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Fight

Listed as Chiasm – Fight (Disorder) · Watch on YouTube

youtube_video qVCAK4Rf9j8 · row qVCAK4Rf9j8

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Apple Island

Listed as Chiasm – Apple Island (Relapse (reissue)) · Watch on YouTube

youtube_video rcOMhRv3J_Q · row rcOMhRv3J_Q

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Dead Trees

Listed as Chiasm – Dead Trees (Zone) · Watch on YouTube

youtube_video s0GcGOufpoM · row s0GcGOufpoM

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Liquefy

Listed as Chiasm – Liquefy (Disorder) · Watch on YouTube

youtube_video vjWuB_niBZA · row vjWuB_niBZA

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Chasing Butterflies

Listed as Chiasm – Chasing Butterflies (Zone) · Watch on YouTube

youtube_video wPIOOLzigR0 · row wPIOOLzigR0

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A Girl Called Harmony (Chiasm Version)

Listed as Chiasm – A Girl Called Harmony (Chiasm Version) (Wrapped in the Guise of My Friend - Attrition Covered) · Watch on YouTube

youtube_video x9W1w5mW8ck · row x9W1w5mW8ck

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Phobic

Listed as Chiasm – Phobic (Relapse (reissue)) · Watch on YouTube

youtube_video y0q2u4BmUPA · row y0q2u4BmUPA

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Transparent

Listed as Chiasm – Transparent (Disorder) · Watch on YouTube

youtube_video ykiQA5dtRkA · row ykiQA5dtRkA

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Surrender

Listed as Chiasm – Surrender (Relapse (reissue)) · Watch on YouTube

youtube_video yvLBQ0Ac-Bo · row yvLBQ0Ac-Bo

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Dead Trees (G-Actual mix)

Listed as Chiasm – Dead Trees (G-Actual mix) (Cut Right Through) · Watch on YouTube

youtube_video zvdVrjmo6Hs · row zvdVrjmo6Hs

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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.