Yes. Sepultura has 152 songs listed in a dataset used to train AI music models.

Used for training 152

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 Capital Enslavement, Lobotomy, From the Past Comes the Storms

Listed under the artist name 152 songs in LAION-DISCO-12M

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

Capital Enslavement

Listed as Sepultura – Capital Enslavement (Quadra) · Watch on YouTube

youtube_video 03BBq9mO0zE · row 03BBq9mO0zE

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Lobotomy

Listed as Sepultura – Lobotomy (Beneath the Remains) · Watch on YouTube

youtube_video 0nQdt18vmvk · row 0nQdt18vmvk

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From the Past Comes the Storms

Listed as Sepultura – From the Past Comes the Storms (Schizophrenia) · Watch on YouTube

youtube_video 0wcKuxOkMZE · row 0wcKuxOkMZE

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Territory (Live)

Listed as Sepultura – Territory (Live) (Metal Veins (Alive at Rock in Rio) [Live]) · Watch on YouTube

youtube_video 3yEntMiFroI · row 3yEntMiFroI

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Intro

Listed as Sepultura – Intro (Schizophrenia) · Watch on YouTube

youtube_video 4_HIS9OpWAY · row 4_HIS9OpWAY

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Jasco

Listed as Sepultura – Jasco (Roots) · Watch on YouTube

youtube_video 5Hou6kMeXGk · row 5Hou6kMeXGk

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Endangered Species

Listed as Sepultura – Endangered Species (Roots) · Watch on YouTube

youtube_video 5PEiwffIvBI · row 5PEiwffIvBI

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Against

Listed as Sepultura – Against (Against) · Watch on YouTube

youtube_video 6IniB_PcRGY · row 6IniB_PcRGY

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Canyon Jam

Listed as Sepultura – Canyon Jam (Roots) · Watch on YouTube

youtube_video 6K8v_CUeAp4 · row 6K8v_CUeAp4

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Procreation (Of the Wicked)

Listed as Sepultura – Procreation (Of the Wicked) (Roots (Expanded Edition)) · Watch on YouTube

youtube_video 6LlR-LLIbqo · row 6LlR-LLIbqo

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Hungry

Listed as Sepultura – Hungry (Beneath the Remains) · Watch on YouTube

youtube_video 7G44h7hTZ7I · row 7G44h7hTZ7I

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Roots Bloody Roots (Live)

Listed as Sepultura – Roots Bloody Roots (Live) (Under a Pale Grey Sky (Live)) · Watch on YouTube

youtube_video 9eGcQ8NectA · row 9eGcQ8NectA

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Chaos B.C.

Listed as Sepultura – Chaos B.C. (Chaos A.D.) · Watch on YouTube

youtube_video B7hkKGEO2IQ · row B7hkKGEO2IQ

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Inquisition Symphony

Listed as Sepultura – Inquisition Symphony (Schizophrenia) · Watch on YouTube

youtube_video E_cPO1P83I8 · row E_cPO1P83I8

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Amen / Inner Self (Live '96)

Listed as Sepultura – Amen / Inner Self (Live '96) (Chaos A.D.) · Watch on YouTube

youtube_video F_Ej5lTp4UY · row F_Ej5lTp4UY

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Territory (feat. David Ellefson)

Listed as Sepultura – Territory (feat. David Ellefson) (Sepulquarta) · Watch on YouTube

youtube_video FwkwdnHTcjI · row FwkwdnHTcjI

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Inner Self (Live in Barcelona 1991)

Listed as Sepultura – Inner Self (Live in Barcelona 1991) (Arise (Expanded Edition)) · Watch on YouTube

youtube_video H3v0BHgfrjk · row H3v0BHgfrjk

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Policia

Listed as Sepultura – Policia (Chaos A.D. (Expanded Edition)) · Watch on YouTube

youtube_video IZRVBsGKX_I · row IZRVBsGKX_I

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Morbid Visions

Listed as Sepultura – Morbid Visions (Morbid Visions / Bestial Devastation) · Watch on YouTube

youtube_video JB8Cle_mQtA · row JB8Cle_mQtA

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Agony of Defeat

Listed as Sepultura – Agony of Defeat (Quadra) · Watch on YouTube

youtube_video MHIknOxF57A · row MHIknOxF57A

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Mayhem

Listed as Sepultura – Mayhem (Morbid Visions / Bestial Devastation) · Watch on YouTube

youtube_video MPKSASL03RE · row MPKSASL03RE

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Ali

Listed as Sepultura – Ali (Quadra) · Watch on YouTube

youtube_video NLGYTo5avZg · row NLGYTo5avZg

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Phantom Self

Listed as Sepultura – Phantom Self (Machine Messiah) · Watch on YouTube

youtube_video PkJkPsqaH1c · row PkJkPsqaH1c

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Mind War

Listed as Sepultura – Mind War (Roorback) · Watch on YouTube

youtube_video QotqsoFsY0s · row QotqsoFsY0s

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Choke

Listed as Sepultura – Choke (Against) · Watch on YouTube

youtube_video R5wWR9AI1m8 · row R5wWR9AI1m8

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A Hora E a Vez Do Cabelo Nascer

Listed as Sepultura – A Hora E a Vez Do Cabelo Nascer (Beneath the Remains) · Watch on YouTube

youtube_video RCdy_bKj5qE · row RCdy_bKj5qE

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Last Time

Listed as Sepultura – Last Time (Quadra) · Watch on YouTube

youtube_video RMaHrOcqGig · row RMaHrOcqGig

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To the Wall

Listed as Sepultura – To the Wall (Schizophrenia) · Watch on YouTube

youtube_video RjS-QHF3bdw · row RjS-QHF3bdw

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Screams Behind the Shadows

Listed as Sepultura – Screams Behind the Shadows (Schizophrenia) · Watch on YouTube

youtube_video TB71E6ohS6M · row TB71E6ohS6M

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Kairos

Listed as Sepultura – Kairos (Kairos) · Watch on YouTube

youtube_video TtOowyT47DA · row TtOowyT47DA

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Inner Self (Drum Tracks, Scratch Guitar, No Bass, No Vox)

Listed as Sepultura – Inner Self (Drum Tracks, Scratch Guitar, No Bass, No Vox) (Beneath the Remains) · Watch on YouTube

youtube_video U_e_ocN3B_Q · row U_e_ocN3B_Q

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Just One Fix

Listed as Sepultura – Just One Fix (Kairos) · Watch on YouTube

youtube_video UoQ0_ukeQPM · row UoQ0_ukeQPM

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Clenched Fist

Listed as Sepultura – Clenched Fist (Chaos A.D.) · Watch on YouTube

youtube_video WI0aYP7DIcE · row WI0aYP7DIcE

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Dictatorshit

Listed as Sepultura – Dictatorshit (Roots) · Watch on YouTube

youtube_video ZzQZFP5EcbU · row ZzQZFP5EcbU

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Troops of Doom

Listed as Sepultura – Troops of Doom (Morbid Visions / Bestial Devastation) · Watch on YouTube

youtube_video _ZvbzwPOsq0 · row _ZvbzwPOsq0

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Tainted Love

Listed as Sepultura – Tainted Love (Tainted Love) · Watch on YouTube

youtube_video _zzHySUhrjo · row _zzHySUhrjo

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Spectrum

Listed as Sepultura – Spectrum (Kairos) · Watch on YouTube

youtube_video aOoqQbl8uzk · row aOoqQbl8uzk

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Bestial Devastation

Listed as Sepultura – Bestial Devastation (Morbid Visions / Bestial Devastation) · Watch on YouTube

youtube_video aRjUR-iq-FM · row aRjUR-iq-FM

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Dusted

Listed as Sepultura – Dusted (Roots (Expanded Edition)) · Watch on YouTube

youtube_video bQc2XRP7hR8 · row bQc2XRP7hR8

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Beneath the Remains (Live in Barcelona 1991)

Listed as Sepultura – Beneath the Remains (Live in Barcelona 1991) (Arise (Expanded Edition)) · Watch on YouTube

youtube_video cRkJDYBquBE · row cRkJDYBquBE

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Territory (Live)

Listed as Sepultura – Territory (Live) (Chaos A.D.) · Watch on YouTube

youtube_video guDsXgRTag4 · row guDsXgRTag4

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Escape to the Void

Listed as Sepultura – Escape to the Void (Schizophrenia) · Watch on YouTube

youtube_video jVEPztJfsw8 · row jVEPztJfsw8

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Desperate Cry (Scott Burns Mix)

Listed as Sepultura – Desperate Cry (Scott Burns Mix) (Arise) · Watch on YouTube

youtube_video lfj5AOzljTc · row lfj5AOzljTc

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Cut-Throat

Listed as Sepultura – Cut-Throat (Roots (Expanded Edition)) · Watch on YouTube

youtube_video lw5g0qoGoXo · row lw5g0qoGoXo

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C.I.U. (Criminals in Uniform)

Listed as Sepultura – C.I.U. (Criminals in Uniform) (Arise) · Watch on YouTube

youtube_video mdzMMdmxy80 · row mdzMMdmxy80

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Sepulnation

Listed as Sepultura – Sepulnation (Nation) · Watch on YouTube

youtube_video qE2Bp5dLlko · row qE2Bp5dLlko

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Ambush

Listed as Sepultura – Ambush (Roots) · Watch on YouTube

youtube_video rnFG2i5jVJ4 · row rnFG2i5jVJ4

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Guardians of Earth

Listed as Sepultura – Guardians of Earth (Quadra) · Watch on YouTube

youtube_video sSA7CmtRkdQ · row sSA7CmtRkdQ

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Machine Messiah

Listed as Sepultura – Machine Messiah (Machine Messiah) · Watch on YouTube

youtube_video vbd1tbg2wsE · row vbd1tbg2wsE

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Intro (Arise Sessions)

Listed as Sepultura – Intro (Arise Sessions) (Arise) · Watch on YouTube

youtube_video yuCytbbTrl8 · row yuCytbbTrl8

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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.