Yes. Circle of Dust has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Deviate (Blue Stahli Remix) (Instrumental), Refractor (Version 3.2.1), Bed of Nails (Inexedra Remix)

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Deviate (Blue Stahli Remix) (Instrumental)

Listed as Circle of Dust – Deviate (Blue Stahli Remix) (Instrumental) (alt_Machines (Instrumentals)) · Watch on YouTube

youtube_video -JBMXHKjI2Q · row -JBMXHKjI2Q

LAION-DISCO-12M

Refractor (Version 3.2.1)

Listed as Circle of Dust – Refractor (Version 3.2.1) (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video 1627YzQC0yQ · row 1627YzQC0yQ

LAION-DISCO-12M

Bed of Nails (Inexedra Remix)

Listed as Circle of Dust – Bed of Nails (Inexedra Remix) (Circle of Dust (Remixed)) · Watch on YouTube

youtube_video 1pAAxb1AInQ · row 1pAAxb1AInQ

LAION-DISCO-12M

Outside In (Raizer Remix) (Instrumental)

Listed as Circle of Dust, Raizer – Outside In (Raizer Remix) (Instrumental) (Outside In (Raizer Remix)) · Watch on YouTube

youtube_video 2Q2aTzbnOro · row 2Q2aTzbnOro

LAION-DISCO-12M

Embracing Entropy (The Plague Remix) (feat. Celldweller)

Listed as Circle of Dust – Embracing Entropy (The Plague Remix) (feat. Celldweller) (Embracing Entropy (The Plague Remix)) · Watch on YouTube

youtube_video 6pabpiTmtI0 · row 6pabpiTmtI0

LAION-DISCO-12M

Descend (Aesthetic Perfection Remix)

Listed as Circle of Dust – Descend (Aesthetic Perfection Remix) (Brainchild (Remixed)) · Watch on YouTube

youtube_video 71XGzi5axCA · row 71XGzi5axCA

LAION-DISCO-12M

Nightfall (FreqGen Remix) (Instrumental)

Listed as Circle of Dust, FreqGen – Nightfall (FreqGen Remix) (Instrumental) (Nightfall (FreqGen Remix)) · Watch on YouTube

youtube_video 7Bn55bNa_Gg · row 7Bn55bNa_Gg

LAION-DISCO-12M

Humanarchy

Listed as Circle of Dust – Humanarchy (Machines of Our Disgrace) · Watch on YouTube

youtube_video 85pX0ZmpBTg · row 85pX0ZmpBTg

LAION-DISCO-12M

Nothing Sacred (Sebastian Komor Remix)

Listed as Circle of Dust – Nothing Sacred (Sebastian Komor Remix) (Nothing Sacred (Sebastian Komor Remix)) · Watch on YouTube

youtube_video 9t91pBCAMEg · row 9t91pBCAMEg

LAION-DISCO-12M

Yurasuka

Listed as Circle of Dust – Yurasuka (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video B55W1VV4BmQ · row B55W1VV4BmQ

LAION-DISCO-12M

Embracing Entropy (feat. Celldweller)

Listed as Circle of Dust – Embracing Entropy (feat. Celldweller) (Machines of Our Disgrace) · Watch on YouTube

youtube_video CCJXe9Vr1zQ · row CCJXe9Vr1zQ

LAION-DISCO-12M

Neophyte

Listed as Circle of Dust – Neophyte (Circle of Dust (Deluxe Edition)) · Watch on YouTube

youtube_video Cbrr33Z8AjY · row Cbrr33Z8AjY

LAION-DISCO-12M

Exploration (Redux)

Listed as Circle of Dust – Exploration (Redux) (Circle of Dust (Deluxe Edition)) · Watch on YouTube

youtube_video DdubtrcQWYM · row DdubtrcQWYM

LAION-DISCO-12M

Malacandra

Listed as Circle of Dust – Malacandra (Machines of Our Disgrace) · Watch on YouTube

youtube_video DsWcHfTOwxA · row DsWcHfTOwxA

LAION-DISCO-12M

alt_Human

Listed as Circle of Dust – alt_Human (Machines of Our Disgrace) · Watch on YouTube

youtube_video EQXMILPUjuc · row EQXMILPUjuc

LAION-DISCO-12M

Hive Mind (Animattronic Remix)

Listed as Circle of Dust – Hive Mind (Animattronic Remix) (Hive Mind (Animattronic Remix)) · Watch on YouTube

youtube_video FyMND1K5YoI · row FyMND1K5YoI

LAION-DISCO-12M

Regressor (Battlejuice Remix)

Listed as Circle of Dust – Regressor (Battlejuice Remix) (Regressor (Battlejuice Remix)) · Watch on YouTube

youtube_video Idw1rqbNB8E · row Idw1rqbNB8E

LAION-DISCO-12M

Chasm

Listed as Circle of Dust – Chasm (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video KlErk8haJhM · row KlErk8haJhM

LAION-DISCO-12M

Deviate

Listed as Circle of Dust – Deviate (Full Circle: The Birth, Death & Rebirth of Circle of Dust (Official Soundtrack)) · Watch on YouTube

youtube_video MoAZMcQLz7o · row MoAZMcQLz7o

LAION-DISCO-12M

Into The Fall

Listed as Celldweller, Circle of Dust – Into The Fall (Offworld) · Watch on YouTube

youtube_video NZDqsnasIjg · row NZDqsnasIjg

LAION-DISCO-12M

Nothing Sacred (Blue Stahli Remix)

Listed as Circle of Dust – Nothing Sacred (Blue Stahli Remix) (Circle of Dust (Deluxe Edition)) · Watch on YouTube

youtube_video OG5ukakWcsM · row OG5ukakWcsM

LAION-DISCO-12M

Neurachem (Voicians Remix)

Listed as Circle of Dust – Neurachem (Voicians Remix) (Neurachem (Voicians Remix)) · Watch on YouTube

youtube_video POKUzMXsc2g · row POKUzMXsc2g

LAION-DISCO-12M

Telltale Crime

Listed as Circle of Dust – Telltale Crime (Full Circle: The Birth, Death & Rebirth of Circle of Dust (Official Soundtrack)) · Watch on YouTube

youtube_video QWfBeopmmTw · row QWfBeopmmTw

LAION-DISCO-12M

k_OS

Listed as Circle of Dust – k_OS (Machines of Our Disgrace) · Watch on YouTube

youtube_video T5edMUnRGCo · row T5edMUnRGCo

LAION-DISCO-12M

Am I In Sync?

Listed as Circle of Dust – Am I In Sync? (Brainchild (Deluxe Edition)) · Watch on YouTube

youtube_video Vlch2DbkjnI · row Vlch2DbkjnI

LAION-DISCO-12M

Neurachem

Listed as Circle of Dust – Neurachem (Machines of Our Disgrace) · Watch on YouTube

youtube_video VnDl0tZtYsM · row VnDl0tZtYsM

LAION-DISCO-12M

Outside In

Listed as Circle of Dust – Outside In (Machines of Our Disgrace) · Watch on YouTube

youtube_video aDpO4PzdbwM · row aDpO4PzdbwM

LAION-DISCO-12M

Refractor

Listed as Circle of Dust – Refractor (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video bN6Uue0J7BY · row bN6Uue0J7BY

LAION-DISCO-12M

Hive Mind

Listed as Circle of Dust – Hive Mind (Machines of Our Disgrace) · Watch on YouTube

youtube_video bx49pvmgf0w · row bx49pvmgf0w

LAION-DISCO-12M

Waste of Time

Listed as Circle of Dust – Waste of Time (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video dHeEJ30OQ54 · row dHeEJ30OQ54

LAION-DISCO-12M

Bed of Nails (Blue Stahli Remix)

Listed as Circle of Dust – Bed of Nails (Blue Stahli Remix) (Metamorphosis (Deluxe Edition)) · Watch on YouTube

youtube_video epHHL-mMCT8 · row epHHL-mMCT8

LAION-DISCO-12M

Descend

Listed as Circle of Dust – Descend (Full Circle: The Birth, Death & Rebirth of Circle of Dust (Official Soundtrack)) · Watch on YouTube

youtube_video fWt52v9JELs · row fWt52v9JELs

LAION-DISCO-12M

re_Engage

Listed as Circle of Dust – re_Engage (Machines of Our Disgrace) · Watch on YouTube

youtube_video fjg5pSXSQ30 · row fjg5pSXSQ30

LAION-DISCO-12M

Cranial Tyrant

Listed as Circle of Dust – Cranial Tyrant (Full Circle: The Birth, Death & Rebirth of Circle of Dust (Official Soundtrack)) · Watch on YouTube

youtube_video gS73GwRLjo4 · row gS73GwRLjo4

LAION-DISCO-12M

Onenemy

Listed as Circle of Dust – Onenemy (Circle of Dust (Deluxe Edition)) · Watch on YouTube

youtube_video hXz_wO3xghw · row hXz_wO3xghw

LAION-DISCO-12M

Onenemy (Fury Weekend Remix)

Listed as Circle of Dust – Onenemy (Fury Weekend Remix) (Circle of Dust (Remixed)) · Watch on YouTube

youtube_video hbIO5Bf5UmY · row hbIO5Bf5UmY

LAION-DISCO-12M

Yurasuka (Blue Stahli Remix)

Listed as Circle of Dust – Yurasuka (Blue Stahli Remix) (Disengage (Deluxe Edition)) · Watch on YouTube

youtube_video hgyy1EMQ3JE · row hgyy1EMQ3JE

LAION-DISCO-12M

Deviate (Kodeseven Remix)

Listed as Circle of Dust – Deviate (Kodeseven Remix) (Deviate (Kodeseven Remix)) · Watch on YouTube

youtube_video itkSG_pulN0 · row itkSG_pulN0

LAION-DISCO-12M

Rational Lies (25th Anniversary Mix)

Listed as Circle of Dust – Rational Lies (25th Anniversary Mix) (Circle of Dust (25th Anniversary Edition)) · Watch on YouTube

youtube_video kj6B_eS40FI · row kj6B_eS40FI

LAION-DISCO-12M

Outside In (Raizer Remix)

Listed as Circle of Dust, Raizer – Outside In (Raizer Remix) (Outside In (Raizer Remix)) · Watch on YouTube

youtube_video mdFp0XCQ9XU · row mdFp0XCQ9XU

LAION-DISCO-12M

Humanarchy (Blue Stahli Remix)

Listed as Circle of Dust – Humanarchy (Blue Stahli Remix) (alt_Machines (Deluxe Edition)) · Watch on YouTube

youtube_video ocEMO9FHMwk · row ocEMO9FHMwk

LAION-DISCO-12M

Contagion

Listed as Circle of Dust – Contagion (Machines of Our Disgrace) · Watch on YouTube

youtube_video ooDc1MTfPpg · row ooDc1MTfPpg

LAION-DISCO-12M

Prayers of a Dead Man

Listed as Circle of Dust – Prayers of a Dead Man (Brainchild (Deluxe Edition)) · Watch on YouTube

youtube_video tZrEfXxMQnA · row tZrEfXxMQnA

LAION-DISCO-12M

Machines of Our Disgrace

Listed as Circle of Dust – Machines of Our Disgrace (Machines of Our Disgrace) · Watch on YouTube

youtube_video tzT2n_dhLhQ · row tzT2n_dhLhQ

LAION-DISCO-12M

Regressor (Aggressive Mix)

Listed as Circle of Dust – Regressor (Aggressive Mix) (Full Circle: The Birth, Death & Rebirth of Circle of Dust (Official Soundtrack)) · Watch on YouTube

youtube_video vTF-41b8-sY · row vTF-41b8-sY

LAION-DISCO-12M

Onenemy (25th Anniversary Mix)

Listed as Circle of Dust – Onenemy (25th Anniversary Mix) (Circle of Dust (25th Anniversary Edition)) · Watch on YouTube

youtube_video wux6S7RSmyI · row wux6S7RSmyI

LAION-DISCO-12M

Nightfall (FreqGen Remix)

Listed as Circle of Dust, FreqGen – Nightfall (FreqGen Remix) (Nightfall (FreqGen Remix)) · Watch on YouTube

youtube_video x0pJe60k_fA · row x0pJe60k_fA

LAION-DISCO-12M

Dust to Dust

Listed as Circle of Dust – Dust to Dust (Dust to Dust) · Watch on YouTube

youtube_video x8FRF3f_yJI · row x8FRF3f_yJI

LAION-DISCO-12M

Contagion (Sebastian Komor Remix)

Listed as Circle of Dust – Contagion (Sebastian Komor Remix) (Contagion (Sebastian Komor Remix)) · Watch on YouTube

youtube_video yKlHouv9lKg · row yKlHouv9lKg

LAION-DISCO-12M

Nothing Sacred

Listed as Circle of Dust – Nothing Sacred (Circle of Dust (Deluxe Edition)) · Watch on YouTube

youtube_video z4-K-csvHNA · row z4-K-csvHNA

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.