Yes. Ben Frost has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Trauma Theory, A Single Point Of Blinding Light, Catastrophic Deliquescence

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Trauma Theory

Listed as Ben Frost – Trauma Theory (The Centre Cannot Hold) · Watch on YouTube

youtube_video -Z7ORKOMbJg · row -Z7ORKOMbJg

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A Single Point Of Blinding Light

Listed as Ben Frost – A Single Point Of Blinding Light (A U R O R A) · Watch on YouTube

youtube_video 253j304_-cc · row 253j304_-cc

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Catastrophic Deliquescence

Listed as Ben Frost – Catastrophic Deliquescence (Fortitude III (Music from the Original TV Series)) · Watch on YouTube

youtube_video 3d7h1C4QQbs · row 3d7h1C4QQbs

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O God Protect Me

Listed as Ben Frost – O God Protect Me (BY THE THROAT) · Watch on YouTube

youtube_video 4TQm-7x3bMw · row 4TQm-7x3bMw

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Immortal, Like Highlander

Listed as Ben Frost – Immortal, Like Highlander (Super Dark Times (Music From The Motion Picture)) · Watch on YouTube

youtube_video 58J29Ab-EuY · row 58J29Ab-EuY

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I Do Not Want It

Listed as Ben Frost – I Do Not Want It (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video 5FrvXEi9mjw · row 5FrvXEi9mjw

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We Love You Michael Gira

Listed as Ben Frost – We Love You Michael Gira (Theory of Machines) · Watch on YouTube

youtube_video 5ozfqzC77yQ · row 5ozfqzC77yQ

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Tainted Love

Listed as Ben Frost – Tainted Love (Music from Fortitude) · Watch on YouTube

youtube_video 6ma_heYMKes · row 6ma_heYMKes

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Healthcare

Listed as Ben Frost – Healthcare (The Centre Cannot Hold) · Watch on YouTube

youtube_video 80tqq7TF3bo · row 80tqq7TF3bo

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Metal On Skin

Listed as Ben Frost – Metal On Skin (Black Marrow) · Watch on YouTube

youtube_video 9sQcG9YnD6Q · row 9sQcG9YnD6Q

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Sleeping Beauty

Listed as Ben Frost – Sleeping Beauty (Sleeping Beauty) · Watch on YouTube

youtube_video AZ5oGiPT9Gc · row AZ5oGiPT9Gc

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Sola Fide

Listed as Ben Frost – Sola Fide (A U R O R A) · Watch on YouTube

youtube_video BW2UghhcJKI · row BW2UghhcJKI

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Simulacra II

Listed as Ben Frost, Daníel Bjarnason – Simulacra II (Sólaris) · Watch on YouTube

youtube_video Bx8-Zpr9MXA · row Bx8-Zpr9MXA

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Meg Ryan Eyez

Listed as Ben Frost – Meg Ryan Eyez (The Centre Cannot Hold) · Watch on YouTube

youtube_video CUNjf3ux8dw · row CUNjf3ux8dw

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Mere Anarchy

Listed as Ben Frost – Mere Anarchy (Threshold of Faith) · Watch on YouTube

youtube_video Ck9Ge64Qbkk · row Ck9Ge64Qbkk

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Impossibilities

Listed as Ben Frost – Impossibilities (Music from Fortitude) · Watch on YouTube

youtube_video DXNTZMaB83w · row DXNTZMaB83w

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Through The Roof Of Your Mouth

Listed as Ben Frost – Through The Roof Of Your Mouth (BY THE THROAT) · Watch on YouTube

youtube_video EHGjiODl4Ts · row EHGjiODl4Ts

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Super Dark Times

Listed as Ben Frost – Super Dark Times (Super Dark Times (Music From The Motion Picture)) · Watch on YouTube

youtube_video F41zyJB_fyY · row F41zyJB_fyY

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Father Finds the Children

Listed as Ben Frost – Father Finds the Children (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video JOPEAxitSiQ · row JOPEAxitSiQ

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It Was a Mother

Listed as Ben Frost – It Was a Mother (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video K8OE7Puq1J0 · row K8OE7Puq1J0

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We Don't Need Other Worlds, We Need Mirrors

Listed as Ben Frost, Daníel Bjarnason – We Don't Need Other Worlds, We Need Mirrors (Sólaris) · Watch on YouTube

youtube_video KFqfPoUCUnA · row KFqfPoUCUnA

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Enlightenment (Hold Onto Me)

Listed as Ben Frost – Enlightenment (Hold Onto Me) (F A R) · Watch on YouTube

youtube_video MSKbVAtcYi4 · row MSKbVAtcYi4

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Do You Want Me to Go?

Listed as Ben Frost – Do You Want Me to Go? (Super Dark Times (Music From The Motion Picture)) · Watch on YouTube

youtube_video NjhUbbspxFo · row NjhUbbspxFo

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Forgetting You Is Like Breathing Water

Listed as Ben Frost – Forgetting You Is Like Breathing Water (Theory of Machines) · Watch on YouTube

youtube_video NkgZ-OVnyM0 · row NkgZ-OVnyM0

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Steel Wound (feat. Lawrence English)

Listed as Ben Frost – Steel Wound (feat. Lawrence English) (Steel Wound) · Watch on YouTube

youtube_video OAj6-c_51gU · row OAj6-c_51gU

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Sol's Will

Listed as Ben Frost – Sol's Will (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video OjVswZF0GZc · row OjVswZF0GZc

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Snow

Listed as Ben Frost, Daníel Bjarnason – Snow (Sólaris) · Watch on YouTube

youtube_video R5reFlK0QvY · row R5reFlK0QvY

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Híbakúsja

Listed as Ben Frost – Híbakúsja (BY THE THROAT) · Watch on YouTube

youtube_video RGE22DWsazQ · row RGE22DWsazQ

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Diphenyl Oxalate

Listed as Ben Frost – Diphenyl Oxalate (A U R O R A) · Watch on YouTube

youtube_video V60qBfxmIeU · row V60qBfxmIeU

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Secant

Listed as Ben Frost – Secant (A U R O R A) · Watch on YouTube

youtube_video WBT8OcDDZqQ · row WBT8OcDDZqQ

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The Teeth Behind The Kisses

Listed as Ben Frost – The Teeth Behind The Kisses (A U R O R A) · Watch on YouTube

youtube_video WfXjFp-mlgM · row WfXjFp-mlgM

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Report From An Obscure Planet

Listed as Ben Frost – Report From An Obscure Planet (Broken Spectre) · Watch on YouTube

youtube_video XHpYafAzHjY · row XHpYafAzHjY

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...I Lay My Ear To Furious Latin

Listed as Ben Frost – ...I Lay My Ear To Furious Latin (Steel Wound) · Watch on YouTube

youtube_video XWWtHGimAjg · row XWWtHGimAjg

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No Sorrowing

Listed as Ben Frost – No Sorrowing (A U R O R A) · Watch on YouTube

youtube_video XbdqX7k2zEE · row XbdqX7k2zEE

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A Sharp Blow In Passing

Listed as Ben Frost – A Sharp Blow In Passing (The Centre Cannot Hold) · Watch on YouTube

youtube_video XfdH3Va1UsE · row XfdH3Va1UsE

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Henry

Listed as Ben Frost – Henry (Music from Fortitude) · Watch on YouTube

youtube_video YEm0vfsy__8 · row YEm0vfsy__8

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Welcome to Fortitude

Listed as Ben Frost – Welcome to Fortitude (Music from Fortitude) · Watch on YouTube

youtube_video bAQnCVEDx1g · row bAQnCVEDx1g

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Harmonic Tremor

Listed as Ben Frost, Francesco Fabris – Harmonic Tremor (Vakning) · Watch on YouTube

youtube_video bWyWuU2zvGo · row bWyWuU2zvGo

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The Index

Listed as Ben Frost – The Index (Broken Spectre) · Watch on YouTube

youtube_video e8iO3FCD20s · row e8iO3FCD20s

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If Anybody Asks We're Already Fucked

Listed as Ben Frost – If Anybody Asks We're Already Fucked (Super Dark Times (Music From The Motion Picture)) · Watch on YouTube

youtube_video gu2hVfxocCA · row gu2hVfxocCA

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Eurydice's Heel

Listed as Ben Frost – Eurydice's Heel (The Centre Cannot Hold) · Watch on YouTube

youtube_video iKfUVA5169M · row iKfUVA5169M

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Coda

Listed as Ben Frost – Coda (Theory of Machines) · Watch on YouTube

youtube_video k_mhyQgY45A · row k_mhyQgY45A

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And I Watched You Breathe

Listed as Ben Frost – And I Watched You Breathe (Steel Wound) · Watch on YouTube

youtube_video mfIKBNS2uQE · row mfIKBNS2uQE

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Last Exit To Brooklyn

Listed as Ben Frost – Last Exit To Brooklyn (Steel Wound) · Watch on YouTube

youtube_video rNeMYs9xAQM · row rNeMYs9xAQM

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The Burning World

Listed as Ben Frost – The Burning World (Broken Spectre) · Watch on YouTube

youtube_video soDCh7oTBeg · row soDCh7oTBeg

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Sim Ambush

Listed as Ben Frost – Sim Ambush (Raised by Wolves: Season 1 (Soundtrack from the HBO Max Original Series)) · Watch on YouTube

youtube_video u0Hm2JABZX4 · row u0Hm2JABZX4

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Entropy In Blue

Listed as Ben Frost – Entropy In Blue (The Centre Cannot Hold) · Watch on YouTube

youtube_video vZhUIirFqWo · row vZhUIirFqWo

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Peter Venkman Pt.I

Listed as Ben Frost – Peter Venkman Pt.I (BY THE THROAT) · Watch on YouTube

youtube_video vqnPehmL6nY · row vqnPehmL6nY

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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.