Yes. Opeth has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Ending Credits, Porcelain Heart, Ghost of Perdition

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Ending Credits

Listed as Opeth – Ending Credits (Damnation) · Watch on YouTube

youtube_video 0GKqRI9RxE0 · row 0GKqRI9RxE0

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Porcelain Heart

Listed as Opeth – Porcelain Heart (Watershed) · Watch on YouTube

youtube_video 1ShepIkD8xU · row 1ShepIkD8xU

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Ghost of Perdition

Listed as Opeth – Ghost of Perdition (Ghost Reveries) · Watch on YouTube

youtube_video 3NttJB0DfiQ · row 3NttJB0DfiQ

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Burden

Listed as Opeth – Burden (Watershed) · Watch on YouTube

youtube_video 3iKNq_e74CY · row 3iKNq_e74CY

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The Moor

Listed as Opeth – The Moor (Still Life) · Watch on YouTube

youtube_video 5bq8t-DEdJU · row 5bq8t-DEdJU

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Atonement

Listed as Opeth – Atonement (Ghost Reveries) · Watch on YouTube

youtube_video 7xQ5JykbSlQ · row 7xQ5JykbSlQ

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The Grand Conjuration

Listed as Opeth – The Grand Conjuration (Ghost Reveries) · Watch on YouTube

youtube_video 8T37ufeQqkI · row 8T37ufeQqkI

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The Lotus Eater

Listed as Opeth – The Lotus Eater (Watershed) · Watch on YouTube

youtube_video 9OKL0wtxQis · row 9OKL0wtxQis

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Death Whispered a Lullaby

Listed as Opeth – Death Whispered a Lullaby (Damnation) · Watch on YouTube

youtube_video 9f0zPPBCwko · row 9f0zPPBCwko

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Windowpane

Listed as Opeth – Windowpane (Damnation) · Watch on YouTube

youtube_video AWCVHllzG9Y · row AWCVHllzG9Y

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To Bid You Farewell

Listed as Opeth – To Bid You Farewell (Morningrise) · Watch on YouTube

youtube_video An_h_uLHMNo · row An_h_uLHMNo

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Would?

Listed as Opeth – Would? (Burden (Digital EP)) · Watch on YouTube

youtube_video AvqLaaXD_FY · row AvqLaaXD_FY

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Hours of Wealth

Listed as Opeth – Hours of Wealth (Ghost Reveries) · Watch on YouTube

youtube_video B6Orsfxdp5s · row B6Orsfxdp5s

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Universal Truth

Listed as Opeth – Universal Truth (In Cauda Venenum) · Watch on YouTube

youtube_video CHBwrJ6UjSw · row CHBwrJ6UjSw

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Isolation Years

Listed as Opeth – Isolation Years (Ghost Reveries) · Watch on YouTube

youtube_video EQwns-FxUtU · row EQwns-FxUtU

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Faith in Others

Listed as Opeth – Faith in Others (Pale Communion) · Watch on YouTube

youtube_video GB22bPvWE4o · row GB22bPvWE4o

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Reverie / Harlequin Forest

Listed as Opeth – Reverie / Harlequin Forest (Ghost Reveries) · Watch on YouTube

youtube_video HICPyglscHs · row HICPyglscHs

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Harvest

Listed as Opeth – Harvest (Blackwater Park) · Watch on YouTube

youtube_video MABlVRmvJQ4 · row MABlVRmvJQ4

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The Funeral Portrait

Listed as Opeth – The Funeral Portrait (Blackwater Park) · Watch on YouTube

youtube_video MgfbxnzaCE0 · row MgfbxnzaCE0

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The Leper Affinity

Listed as Opeth – The Leper Affinity (Blackwater Park) · Watch on YouTube

youtube_video NpqFcmdrSTc · row NpqFcmdrSTc

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Godhead's Lament

Listed as Opeth – Godhead's Lament (Still Life) · Watch on YouTube

youtube_video OY4oy4snMsg · row OY4oy4snMsg

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Benighted

Listed as Opeth – Benighted (Still Life) · Watch on YouTube

youtube_video RPUi2EFgvWU · row RPUi2EFgvWU

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Coil

Listed as Opeth – Coil (Watershed) · Watch on YouTube

youtube_video RY2eCfAGFmA · row RY2eCfAGFmA

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Closure

Listed as Opeth – Closure (Damnation) · Watch on YouTube

youtube_video RdgVr35zvhU · row RdgVr35zvhU

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Bleak

Listed as Opeth – Bleak (Blackwater Park) · Watch on YouTube

youtube_video SA2kxM57tFo · row SA2kxM57tFo

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The Wilde Flowers

Listed as Opeth – The Wilde Flowers (Sorceress) · Watch on YouTube

youtube_video SeTeC1VAeu8 · row SeTeC1VAeu8

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Sorceress (Live)

Listed as Opeth – Sorceress (Live) (Garden of the Titans (Opeth Live at Red Rocks Amphitheatre)) · Watch on YouTube

youtube_video VafNs9MGZNw · row VafNs9MGZNw

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A Fair Judgement

Listed as Opeth – A Fair Judgement (Deliverance) · Watch on YouTube

youtube_video XEjmPJ7uo7Q · row XEjmPJ7uo7Q

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Beneath the Mire

Listed as Opeth – Beneath the Mire (Ghost Reveries) · Watch on YouTube

youtube_video Y6I5gZVAyHo · row Y6I5gZVAyHo

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The Drapery Falls

Listed as Opeth – The Drapery Falls (Blackwater Park) · Watch on YouTube

youtube_video b-JSm_La7co · row b-JSm_La7co

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Soldier of Fortune

Listed as Opeth – Soldier of Fortune (Soldier of Fortune) · Watch on YouTube

youtube_video bXJ5bZ8hq34 · row bXJ5bZ8hq34

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Face Of Melinda

Listed as Opeth – Face Of Melinda (Still Life) · Watch on YouTube

youtube_video bpjOvdlqJZA · row bpjOvdlqJZA

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Sorceress

Listed as Opeth – Sorceress (Sorceress) · Watch on YouTube

youtube_video c9wn5lmbTJM · row c9wn5lmbTJM

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The Devil's Orchard

Listed as Opeth – The Devil's Orchard (Heritage) · Watch on YouTube

youtube_video cl_N5UA-QMo · row cl_N5UA-QMo

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Hessian Peel

Listed as Opeth – Hessian Peel (Watershed) · Watch on YouTube

youtube_video dNacHGMqmts · row dNacHGMqmts

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Ghost of Perdition (Live)

Listed as Opeth – Ghost of Perdition (Live) (Garden of the Titans (Opeth Live at Red Rocks Amphitheatre)) · Watch on YouTube

youtube_video hZfX0csE-sc · row hZfX0csE-sc

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The Baying of the Hounds

Listed as Opeth – The Baying of the Hounds (Ghost Reveries) · Watch on YouTube

youtube_video kHdTlfuSuN8 · row kHdTlfuSuN8

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Hope Leaves

Listed as Opeth – Hope Leaves (Damnation) · Watch on YouTube

youtube_video le5BL1KJiOg · row le5BL1KJiOg

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Heir Apparent

Listed as Opeth – Heir Apparent (Watershed) · Watch on YouTube

youtube_video m2EtFvPk65w · row m2EtFvPk65w

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Demon Of The Fall

Listed as Opeth – Demon Of The Fall (My Arms, Your Hearse) · Watch on YouTube

youtube_video nMcouHmoApU · row nMcouHmoApU

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Blackwater Park

Listed as Opeth – Blackwater Park (Blackwater Park) · Watch on YouTube

youtube_video ngdaa4aZLgA · row ngdaa4aZLgA

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To Rid the Disease

Listed as Opeth – To Rid the Disease (Damnation) · Watch on YouTube

youtube_video oJW2Zg5sALs · row oJW2Zg5sALs

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Eternal Rains Will Come

Listed as Opeth – Eternal Rains Will Come (Pale Communion) · Watch on YouTube

youtube_video pUk4l_VMskg · row pUk4l_VMskg

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Deliverance

Listed as Opeth – Deliverance (Deliverance) · Watch on YouTube

youtube_video pWrg5aZKIa8 · row pWrg5aZKIa8

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Will o the Wisp

Listed as Opeth – Will o the Wisp (Sorceress) · Watch on YouTube

youtube_video tox226zLL-s · row tox226zLL-s

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Master's Apprentices

Listed as Opeth – Master's Apprentices (Deliverance) · Watch on YouTube

youtube_video uiA09ZenHio · row uiA09ZenHio

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Serenity Painted Death

Listed as Opeth – Serenity Painted Death (Still Life) · Watch on YouTube

youtube_video vnVcdLpiaS4 · row vnVcdLpiaS4

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Dirge for November

Listed as Opeth – Dirge for November (Blackwater Park) · Watch on YouTube

youtube_video vsTFEEZXHEo · row vsTFEEZXHEo

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Cusp of Eternity

Listed as Opeth – Cusp of Eternity (Pale Communion) · Watch on YouTube

youtube_video wAOgvzxBqOE · row wAOgvzxBqOE

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In My Time of Need

Listed as Opeth – In My Time of Need (Damnation) · Watch on YouTube

youtube_video xVcMpaeMLk8 · row xVcMpaeMLk8

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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.