Yes. Rings of Saturn has 107 songs listed in a dataset used to train AI music models.

Used for training 107

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 Abducted Remake (Instrumental), Lalassu Xul (Instrumental), Invasion

Listed under the artist name 107 songs in LAION-DISCO-12M

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

Abducted Remake (Instrumental)

Listed as Rings of Saturn – Abducted Remake (Instrumental) (Embryonic Anomaly Remake (Instrumental)) · Watch on YouTube

youtube_video 0B4zXb5vA0Q · row 0B4zXb5vA0Q

LAION-DISCO-12M

Lalassu Xul (Instrumental)

Listed as Rings of Saturn – Lalassu Xul (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video 0vnpI-XymwI · row 0vnpI-XymwI

LAION-DISCO-12M

Invasion

Listed as Rings of Saturn – Invasion (Embryonic Anomaly) · Watch on YouTube

youtube_video 2mDTAIederM · row 2mDTAIederM

LAION-DISCO-12M

Fruitless Existence (Instrumental)

Listed as Rings of Saturn – Fruitless Existence (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video 2vcRwQ4lpBA · row 2vcRwQ4lpBA

LAION-DISCO-12M

Divine Authority (Instrumental)

Listed as Rings of Saturn – Divine Authority (Instrumental) (Gidim (Instrumental)) · Watch on YouTube

youtube_video 2zIi7twlKX0 · row 2zIi7twlKX0

LAION-DISCO-12M

Parallel Shift (Instrumental)

Listed as Rings of Saturn – Parallel Shift (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video 6kfjlAoMpgE · row 6kfjlAoMpgE

LAION-DISCO-12M

Peeling Arteries

Listed as Rings of Saturn – Peeling Arteries (Dingir) · Watch on YouTube

youtube_video 7Xe7tQCueg0 · row 7Xe7tQCueg0

LAION-DISCO-12M

Annihilating the Pure

Listed as Rings of Saturn – Annihilating the Pure (Embryonic Anomaly) · Watch on YouTube

youtube_video Axdem1MOwxQ · row Axdem1MOwxQ

LAION-DISCO-12M

No Pity for a Coward (Instrumental)

Listed as Rings of Saturn – No Pity for a Coward (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video BIC5dL9m1HE · row BIC5dL9m1HE

LAION-DISCO-12M

Godless Times (Instrumental)

Listed as Rings of Saturn – Godless Times (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video D8HYooodZD8 · row D8HYooodZD8

LAION-DISCO-12M

Infused (Instrumental)

Listed as Rings of Saturn – Infused (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video EIvpVo5ed24 · row EIvpVo5ed24

LAION-DISCO-12M

Grinding of Internal Organs Remake

Listed as Rings of Saturn – Grinding of Internal Organs Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video Eky6ByxBSWA · row Eky6ByxBSWA

LAION-DISCO-12M

Immaculate Order (Instrumental)

Listed as Rings of Saturn – Immaculate Order (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video FXGva2wFZnE · row FXGva2wFZnE

LAION-DISCO-12M

Faces Imploding (Instrumental)

Listed as Rings of Saturn – Faces Imploding (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video GNlfowIsbtY · row GNlfowIsbtY

LAION-DISCO-12M

Unsympathetic Intellect (Instrumental)

Listed as Rings of Saturn – Unsympathetic Intellect (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video H8J1DDT5qRM · row H8J1DDT5qRM

LAION-DISCO-12M

Hyperforms

Listed as Rings of Saturn – Hyperforms (Dingir) · Watch on YouTube

youtube_video LCDe-O0VvIg · row LCDe-O0VvIg

LAION-DISCO-12M

Final Abhorrent Dream Remake

Listed as Rings of Saturn – Final Abhorrent Dream Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video LiQ8P91fbiU · row LiQ8P91fbiU

LAION-DISCO-12M

Mind Palace

Listed as Rings of Saturn – Mind Palace (Rings of Saturn) · Watch on YouTube

youtube_video LlQqQru8tSY · row LlQqQru8tSY

LAION-DISCO-12M

Prognosis Confirmed (Instrumental)

Listed as Rings of Saturn – Prognosis Confirmed (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video LmD0KmxWuk0 · row LmD0KmxWuk0

LAION-DISCO-12M

Seized and Devoured Remake

Listed as Rings of Saturn – Seized and Devoured Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video MCQfwhQg10o · row MCQfwhQg10o

LAION-DISCO-12M

Inadequate (Instrumental)

Listed as Rings of Saturn – Inadequate (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video O0IKMmnFCg4 · row O0IKMmnFCg4

LAION-DISCO-12M

Final Abhorrent Dream

Listed as Rings of Saturn – Final Abhorrent Dream (Embryonic Anomaly) · Watch on YouTube

youtube_video PNB9UN1Z4Yg · row PNB9UN1Z4Yg

LAION-DISCO-12M

Grinding of Internal Organs

Listed as Rings of Saturn – Grinding of Internal Organs (Embryonic Anomaly) · Watch on YouTube

youtube_video PX9KckU7By0 · row PX9KckU7By0

LAION-DISCO-12M

Shinigami

Listed as Rings of Saturn – Shinigami (Rings of Saturn) · Watch on YouTube

youtube_video TWV_80iC4kQ · row TWV_80iC4kQ

LAION-DISCO-12M

Seized and Devoured 2.0

Listed as Rings of Saturn – Seized and Devoured 2.0 (Seized and Devoured 2.0) · Watch on YouTube

youtube_video XuFEcirkQ6o · row XuFEcirkQ6o

LAION-DISCO-12M

Senseless Massacre (Instrumental)

Listed as Rings of Saturn – Senseless Massacre (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video aXfW8mYiyRg · row aXfW8mYiyRg

LAION-DISCO-12M

Peeling Arteries (Instrumental)

Listed as Rings of Saturn – Peeling Arteries (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video bRPfZsXRfNg · row bRPfZsXRfNg

LAION-DISCO-12M

Annihilating the Pure Remake

Listed as Rings of Saturn – Annihilating the Pure Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video cR1AsBwe6-8 · row cR1AsBwe6-8

LAION-DISCO-12M

Hypodermis Glitch (Instrumental)

Listed as Rings of Saturn – Hypodermis Glitch (Instrumental) (Gidim (Instrumental)) · Watch on YouTube

youtube_video cwv18dgUhKY · row cwv18dgUhKY

LAION-DISCO-12M

Pustules (Instrumental)

Listed as Rings of Saturn – Pustules (Instrumental) (Gidim (Instrumental)) · Watch on YouTube

youtube_video dfSN-ZCtI1w · row dfSN-ZCtI1w

LAION-DISCO-12M

The Relic (Instrumental)

Listed as Rings of Saturn – The Relic (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video dkcCsbKKsPs · row dkcCsbKKsPs

LAION-DISCO-12M

Corpses Thrown Across the Sky

Listed as Rings of Saturn – Corpses Thrown Across the Sky (Embryonic Anomaly) · Watch on YouTube

youtube_video fpsn0qZpyMQ · row fpsn0qZpyMQ

LAION-DISCO-12M

Shards of Scorched Flesh (Instrumental)

Listed as Rings of Saturn – Shards of Scorched Flesh (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video gG34hCG_RCA · row gG34hCG_RCA

LAION-DISCO-12M

Eviscerate (Instrumental)

Listed as Rings of Saturn – Eviscerate (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video gjIMOURaOko · row gjIMOURaOko

LAION-DISCO-12M

Harvest (Instrumental)

Listed as Rings of Saturn – Harvest (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video gxYN_wh8eTs · row gxYN_wh8eTs

LAION-DISCO-12M

Galactic Cleansing (Instrumental)

Listed as Rings of Saturn – Galactic Cleansing (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video huypV9tLTqk · row huypV9tLTqk

LAION-DISCO-12M

Seized and Devoured Remake (Instrumental)

Listed as Rings of Saturn – Seized and Devoured Remake (Instrumental) (Embryonic Anomaly Remake (Instrumental)) · Watch on YouTube

youtube_video m0Xi4Tk1OUQ · row m0Xi4Tk1OUQ

LAION-DISCO-12M

Embryonic Anomaly

Listed as Rings of Saturn – Embryonic Anomaly (Embryonic Anomaly) · Watch on YouTube

youtube_video nHWROcYEGQE · row nHWROcYEGQE

LAION-DISCO-12M

Objective to Harvest (Instrumental)

Listed as Rings of Saturn – Objective to Harvest (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video nTa8vvlTrag · row nTa8vvlTrag

LAION-DISCO-12M

Embryonic Anomaly Remake

Listed as Rings of Saturn – Embryonic Anomaly Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video ogRRQMalajo · row ogRRQMalajo

LAION-DISCO-12M

Margidda (Instrumental)

Listed as Rings of Saturn – Margidda (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video omGAFNHsONc · row omGAFNHsONc

LAION-DISCO-12M

Invasion Remake (Instrumental)

Listed as Rings of Saturn – Invasion Remake (Instrumental) (Embryonic Anomaly Remake (Instrumental)) · Watch on YouTube

youtube_video qnAqR9wSNok · row qnAqR9wSNok

LAION-DISCO-12M

Desolate Paradise (Instrumental)

Listed as Rings of Saturn – Desolate Paradise (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video sVXH56eJB2U · row sVXH56eJB2U

LAION-DISCO-12M

Genesis

Listed as Rings of Saturn – Genesis (Rings of Saturn) · Watch on YouTube

youtube_video siHdIPqCdOI · row siHdIPqCdOI

LAION-DISCO-12M

Corpses Thrown Across the Sky Remake

Listed as Rings of Saturn – Corpses Thrown Across the Sky Remake (Embryonic Anomaly Remake) · Watch on YouTube

youtube_video vYHExsskRyw · row vYHExsskRyw

LAION-DISCO-12M

Hyperforms (Instrumental)

Listed as Rings of Saturn – Hyperforms (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video vdOEhJoVv0g · row vdOEhJoVv0g

LAION-DISCO-12M

Hypodermis Glitch

Listed as Rings of Saturn – Hypodermis Glitch (Gidim) · Watch on YouTube

youtube_video wJw-MlDCNeI · row wJw-MlDCNeI

LAION-DISCO-12M

Dingir (Instrumental)

Listed as Rings of Saturn – Dingir (Instrumental) (Dingir (Instrumental)) · Watch on YouTube

youtube_video xV7DDFSYJWI · row xV7DDFSYJWI

LAION-DISCO-12M

Natural Selection (Instrumental)

Listed as Rings of Saturn – Natural Selection (Instrumental) (Lugal Ki En (Instrumental)) · Watch on YouTube

youtube_video xv80_jxFsDM · row xv80_jxFsDM

LAION-DISCO-12M

Immemorial Essence (Instrumental)

Listed as Rings of Saturn – Immemorial Essence (Instrumental) (Ultu Ulla (Instrumental)) · Watch on YouTube

youtube_video xvIq_MwhccI · row xvIq_MwhccI

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.