Yes. ISIS has 125 songs listed in a dataset used to train AI music models.

Used for training 125

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 Threshold of Transformation, Hand of the Host, Weight

Listed under the artist name 125 songs in LAION-DISCO-12M

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

Threshold of Transformation

Listed as ISIS – Threshold of Transformation (Live VII) · Watch on YouTube

youtube_video -YHiVx76cuU · row -YHiVx76cuU

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Hand of the Host

Listed as ISIS – Hand of the Host (Live VII) · Watch on YouTube

youtube_video 2yyueYlfAJU · row 2yyueYlfAJU

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Weight

Listed as ISIS – Weight (Live V 07.23.06) · Watch on YouTube

youtube_video 4dp_1lDVBXk · row 4dp_1lDVBXk

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Hand of Doom

Listed as ISIS – Hand of Doom (Temporal) · Watch on YouTube

youtube_video 5r34M48JQmY · row 5r34M48JQmY

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Hym

Listed as ISIS – Hym (Live V 07.23.06) · Watch on YouTube

youtube_video AVArviATdLA · row AVArviATdLA

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Beneath Below

Listed as ISIS – Beneath Below (SGNL>05) · Watch on YouTube

youtube_video CLvD2zmkPsg · row CLvD2zmkPsg

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Not In Rivers, But In Drops (Remix by Melvins / Lustmord)

Listed as ISIS – Not In Rivers, But In Drops (Remix by Melvins / Lustmord) (Holy Tears) · Watch on YouTube

youtube_video EmbsKhqbKGk · row EmbsKhqbKGk

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Wills Dissolve

Listed as ISIS – Wills Dissolve (Live VII) · Watch on YouTube

youtube_video F-ticeUHx4I · row F-ticeUHx4I

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Charmicarmicarmicat Shines To Earth

Listed as Isis – Charmicarmicarmicat Shines To Earth (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video J6GRetiUqT4 · row J6GRetiUqT4

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Smiles And Handshakes

Listed as Isis – Smiles And Handshakes (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video KJVxTtOsmPw · row KJVxTtOsmPw

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So Did We

Listed as ISIS – So Did We (Live VI - 11/16/2007) · Watch on YouTube

youtube_video KldQc1Xj4QM · row KldQc1Xj4QM

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The Minus Times

Listed as Isis – The Minus Times (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video KzTOln6PePo · row KzTOln6PePo

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Ghost Key (Alternate Demo Version)

Listed as ISIS – Ghost Key (Alternate Demo Version) (Temporal) · Watch on YouTube

youtube_video N5u7we8aESg · row N5u7we8aESg

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Celestial (Signal Fills the Void)

Listed as ISIS – Celestial (Signal Fills the Void) (SGNL>05) · Watch on YouTube

youtube_video NBesS-a7HsA · row NBesS-a7HsA

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SGNL>03

Listed as ISIS – SGNL>03 (Celestial) · Watch on YouTube

youtube_video PEAahHEPNiE · row PEAahHEPNiE

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The Beginning and the End

Listed as ISIS – The Beginning and the End (Live V 07.23.06) · Watch on YouTube

youtube_video Qr62hydgZL4 · row Qr62hydgZL4

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Ochre

Listed as Isis – Ochre (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video R3ovJ-gN7vc · row R3ovJ-gN7vc

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SGNL >05 (Final Transmission)

Listed as ISIS – SGNL >05 (Final Transmission) (SGNL>05) · Watch on YouTube

youtube_video S61ony_ELLk · row S61ony_ELLk

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Holy Tears

Listed as ISIS – Holy Tears (Live VI - 11/16/2007) · Watch on YouTube

youtube_video VcLaLF3BK2U · row VcLaLF3BK2U

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Fall in Love (Radio Edit)

Listed as DJ Son1c, Isis – Fall in Love (Radio Edit) (Fall in Love) · Watch on YouTube

youtube_video VmtaiOwb1Ws · row VmtaiOwb1Ws

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So Did We

Listed as ISIS – So Did We (Live III 12.17.04) · Watch on YouTube

youtube_video WG3QPq-fvW0 · row WG3QPq-fvW0

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Threshold of Transformation (Demo)

Listed as ISIS – Threshold of Transformation (Demo) (Temporal) · Watch on YouTube

youtube_video _zwsDYnMiag · row _zwsDYnMiag

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Wills Dissolve (Alternate Demo Version)

Listed as ISIS – Wills Dissolve (Alternate Demo Version) (Temporal) · Watch on YouTube

youtube_video bbde48Q5HPk · row bbde48Q5HPk

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Hive Destruction

Listed as ISIS – Hive Destruction (Live VI - 11/16/2007) · Watch on YouTube

youtube_video be5EBEvXupA · row be5EBEvXupA

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Holy Tears (Remix)

Listed as ISIS – Holy Tears (Remix) (Not in Rivers, but in Drops) · Watch on YouTube

youtube_video c-pVI7Sabbc · row c-pVI7Sabbc

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SGNL>04

Listed as ISIS – SGNL>04 (Celestial) · Watch on YouTube

youtube_video cGKKUjZwz-o · row cGKKUjZwz-o

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Carry

Listed as ISIS – Carry (Live VII) · Watch on YouTube

youtube_video d7fwjJIs2hU · row d7fwjJIs2hU

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Constructing Towers

Listed as ISIS – Constructing Towers (SGNL>05) · Watch on YouTube

youtube_video e7eKmtkmGaM · row e7eKmtkmGaM

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Temporal

Listed as ISIS – Temporal (Temporal) · Watch on YouTube

youtube_video ejkszppy960 · row ejkszppy960

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Delial

Listed as Isis, Aereogramme – Delial (In The Fishtank 14) · Watch on YouTube

youtube_video is_DQ-WJDrk · row is_DQ-WJDrk

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Improv I (Endless, Nameless)

Listed as ISIS – Improv I (Endless, Nameless) (Live IV (2001-2005)) · Watch on YouTube

youtube_video jJsTqeZfUq8 · row jJsTqeZfUq8

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20 Minutes / 40 Years (Acoustic Version)

Listed as ISIS – 20 Minutes / 40 Years (Acoustic Version) (Temporal) · Watch on YouTube

youtube_video jgdq8q9VE6s · row jgdq8q9VE6s

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Streetcleaner

Listed as ISIS – Streetcleaner (Temporal) · Watch on YouTube

youtube_video jlnBvUhYD2w · row jlnBvUhYD2w

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Carry

Listed as ISIS – Carry (Live V 07.23.06) · Watch on YouTube

youtube_video jumCAvPUrqU · row jumCAvPUrqU

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Not in Rivers, but in Drops (Live)

Listed as ISIS – Not in Rivers, but in Drops (Live) (Not in Rivers, but in Drops) · Watch on YouTube

youtube_video lTrYTlgmhkU · row lTrYTlgmhkU

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From Sinking

Listed as ISIS – From Sinking (Live II 03.19.03) · Watch on YouTube

youtube_video lvOBtf8bwbo · row lvOBtf8bwbo

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Stolen

Listed as Isis, Aereogramme – Stolen (In The Fishtank 14) · Watch on YouTube

youtube_video muSPMUDZoJQ · row muSPMUDZoJQ

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False Light (Demo)

Listed as ISIS – False Light (Demo) (Temporal) · Watch on YouTube

youtube_video njmgRUD74so · row njmgRUD74so

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In Fiction

Listed as ISIS – In Fiction (Live VI - 11/16/2007) · Watch on YouTube

youtube_video oNEX-I50N-M · row oNEX-I50N-M

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Gentle Time

Listed as ISIS – Gentle Time (Live VI - 11/16/2007) · Watch on YouTube

youtube_video oW3MQfP861k · row oW3MQfP861k

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Weight (feat. Ayal & Maria)

Listed as ISIS – Weight (feat. Ayal & Maria) (Live VI - 11/16/2007) · Watch on YouTube

youtube_video oZQE7CIPo3M · row oZQE7CIPo3M

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Wills Dissolve

Listed as ISIS – Wills Dissolve (Live III 12.17.04) · Watch on YouTube

youtube_video qccLR8wo7p8 · row qccLR8wo7p8

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Ghost Key

Listed as ISIS – Ghost Key (Live VII) · Watch on YouTube

youtube_video sNwBcsxhRFs · row sNwBcsxhRFs

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Catalyst

Listed as Isis – Catalyst (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video v8Q3d2-1F_s · row v8Q3d2-1F_s

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Not in Rivers, But in Drops

Listed as ISIS – Not in Rivers, But in Drops (Live VI - 11/16/2007) · Watch on YouTube

youtube_video vuo7hhI-pH4 · row vuo7hhI-pH4

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(Acoustic Version) (Demo)

Listed as ISIS – (Acoustic Version) (Demo) (Temporal) · Watch on YouTube

youtube_video x9qwjqM89qc · row x9qwjqM89qc

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Lines Across Eyes

Listed as Isis – Lines Across Eyes (Mosquito Control / The Red Sea) · Watch on YouTube

youtube_video xClx-1dODkw · row xClx-1dODkw

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Hall of the Dead

Listed as ISIS – Hall of the Dead (Live VII) · Watch on YouTube

youtube_video xP1xqz2Z4qU · row xP1xqz2Z4qU

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SGNL>02

Listed as ISIS – SGNL>02 (Celestial) · Watch on YouTube

youtube_video yKO9Or6xGKg · row yKO9Or6xGKg

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20 Minutes / 40 Years

Listed as ISIS – 20 Minutes / 40 Years (Live VII) · Watch on YouTube

youtube_video z_2zqtekoxU · row z_2zqtekoxU

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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.