Yes. Ghost Brigade has 45 songs listed in a dataset used to train AI music models.

Used for training 45

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 Long Way to the Graves, Rails At the River, Autoemotive

Listed under the artist name 45 songs in LAION-DISCO-12M

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

Long Way to the Graves

Listed as Ghost Brigade – Long Way to the Graves (Iv: One with the Storm) · Watch on YouTube

youtube_video -21DATu-gwM · row -21DATu-gwM

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Rails At the River

Listed as Ghost Brigade – Rails At the River (Guided by Fire) · Watch on YouTube

youtube_video 0paU_-ZDKII · row 0paU_-ZDKII

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Autoemotive

Listed as Ghost Brigade – Autoemotive (Guided by Fire) · Watch on YouTube

youtube_video 297nTib2J8Q · row 297nTib2J8Q

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Birth

Listed as Ghost Brigade – Birth (Isolation Songs) · Watch on YouTube

youtube_video 2zlnxjcstMs · row 2zlnxjcstMs

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Chamber

Listed as Ghost Brigade – Chamber (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video 81P1l-rrARE · row 81P1l-rrARE

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Cult of Decay

Listed as Ghost Brigade – Cult of Decay (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video Cn9Zr7j0-QU · row Cn9Zr7j0-QU

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Divine Act of Lunacy

Listed as Ghost Brigade – Divine Act of Lunacy (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video D4JJ594PXFQ · row D4JJ594PXFQ

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Aurora

Listed as Ghost Brigade – Aurora (Iv: One with the Storm) · Watch on YouTube

youtube_video F7Ro_1KBUD4 · row F7Ro_1KBUD4

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Architect of New Beginnings

Listed as Ghost Brigade – Architect of New Beginnings (Isolation Songs) · Watch on YouTube

youtube_video J-_e3Ch_MlE · row J-_e3Ch_MlE

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Liar

Listed as Ghost Brigade – Liar (Isolation Songs) · Watch on YouTube

youtube_video MUrKmy_Oe1I · row MUrKmy_Oe1I

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Stones and Pillars

Listed as Ghost Brigade – Stones and Pillars (Iv: One with the Storm) · Watch on YouTube

youtube_video OQlJYuYjsrM · row OQlJYuYjsrM

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Concealed Revulsions

Listed as Ghost Brigade – Concealed Revulsions (Isolation Songs) · Watch on YouTube

youtube_video OodwLwvzxxk · row OodwLwvzxxk

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Electra Complex

Listed as Ghost Brigade – Electra Complex (Iv: One with the Storm) · Watch on YouTube

youtube_video PZNg8VC57yQ · row PZNg8VC57yQ

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Elämä on Tulta

Listed as Ghost Brigade – Elämä on Tulta (Iv: One with the Storm) · Watch on YouTube

youtube_video QoyL-IKAH1A · row QoyL-IKAH1A

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Along the Barriers

Listed as Ghost Brigade – Along the Barriers (Guided by Fire) · Watch on YouTube

youtube_video RBOAWcKwvNs · row RBOAWcKwvNs

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Secrets of the Earth

Listed as Ghost Brigade – Secrets of the Earth (Isolation Songs) · Watch on YouTube

youtube_video RuEtB-OUeEY · row RuEtB-OUeEY

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Disgusted By the Light

Listed as Ghost Brigade – Disgusted By the Light (Guided by Fire) · Watch on YouTube

youtube_video Sap3-8pZEvo · row Sap3-8pZEvo

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Breakwater

Listed as Ghost Brigade – Breakwater (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video UZngR05G860 · row UZngR05G860

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Soulcarvers (Acoustic Version)

Listed as Ghost Brigade – Soulcarvers (Acoustic Version) (In the Woods (Jonny Wanha Remix) / Soulcarvers [Acoustic]) · Watch on YouTube

youtube_video W1ogbzIZmmM · row W1ogbzIZmmM

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In the Woods (Jonny Wanha Remix)

Listed as Ghost Brigade – In the Woods (Jonny Wanha Remix) (In the Woods (Jonny Wanha Remix) / Soulcarvers [Acoustic]) · Watch on YouTube

youtube_video W2b9oi3ocWI · row W2b9oi3ocWI

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A Storm Inside

Listed as Ghost Brigade – A Storm Inside (Isolation Songs) · Watch on YouTube

youtube_video WR8P5FErs-E · row WR8P5FErs-E

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Lost In a Loop

Listed as Ghost Brigade – Lost In a Loop (Isolation Songs) · Watch on YouTube

youtube_video Wa3r8sYO8ZE · row Wa3r8sYO8ZE

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Deliberately

Listed as Ghost Brigade – Deliberately (Guided by Fire) · Watch on YouTube

youtube_video YNPYmIL1Nl0 · row YNPYmIL1Nl0

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In the Woods

Listed as Ghost Brigade – In the Woods (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video YmQyhfxfHHA · row YmQyhfxfHHA

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My Heart Is a Tomb

Listed as Ghost Brigade – My Heart Is a Tomb (Isolation Songs) · Watch on YouTube

youtube_video c6esELVSdPE · row c6esELVSdPE

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Hold On Thin Line

Listed as Ghost Brigade – Hold On Thin Line (Guided by Fire) · Watch on YouTube

youtube_video gHCndp_KKyg · row gHCndp_KKyg

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Grain

Listed as Ghost Brigade – Grain (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video gL9bOvZxmps · row gL9bOvZxmps

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22:22 - Nihil

Listed as Ghost Brigade – 22:22 - Nihil (Isolation Songs) · Watch on YouTube

youtube_video gjnK6a1wYKc · row gjnK6a1wYKc

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Disembodied Voices

Listed as Ghost Brigade – Disembodied Voices (Iv: One with the Storm) · Watch on YouTube

youtube_video hSR0-5Ic5jI · row hSR0-5Ic5jI

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Disembodied Voices (Jonny Wanha Remix)

Listed as Ghost Brigade – Disembodied Voices (Jonny Wanha Remix) (Long Way to the Graves / Disembodied Voices) · Watch on YouTube

youtube_video i1dDEQpWZAk · row i1dDEQpWZAk

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Minus Side

Listed as Ghost Brigade – Minus Side (Guided by Fire) · Watch on YouTube

youtube_video j7SYrm6Daqw · row j7SYrm6Daqw

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Into The Black Light

Listed as Ghost Brigade – Into The Black Light (Isolation Songs) · Watch on YouTube

youtube_video lkxfeFzaYK4 · row lkxfeFzaYK4

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Anchored

Listed as Ghost Brigade – Anchored (Iv: One with the Storm) · Watch on YouTube

youtube_video m8V1vFNTFEE · row m8V1vFNTFEE

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Soulcarvers

Listed as Ghost Brigade – Soulcarvers (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video mHSzAZA8Auw · row mHSzAZA8Auw

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Wretched Blues

Listed as Ghost Brigade – Wretched Blues (Iv: One with the Storm) · Watch on YouTube

youtube_video mfVyoRO2Ess · row mfVyoRO2Ess

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Traces of Liberty

Listed as Ghost Brigade – Traces of Liberty (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video miTWp8cMHkk · row miTWp8cMHkk

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Departures

Listed as Ghost Brigade – Departures (Iv: One with the Storm) · Watch on YouTube

youtube_video n2bo3vcFPh8 · row n2bo3vcFPh8

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The Knife

Listed as Ghost Brigade – The Knife (Iv: One with the Storm) · Watch on YouTube

youtube_video nXF3VMhHNG8 · row nXF3VMhHNG8

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Suffocated

Listed as Ghost Brigade – Suffocated (Isolation Songs) · Watch on YouTube

youtube_video q5Wp6_eUdmY · row q5Wp6_eUdmY

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Based On You

Listed as Ghost Brigade – Based On You (Guided by Fire) · Watch on YouTube

youtube_video r6c1Zai9elc · row r6c1Zai9elc

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Horns

Listed as Ghost Brigade – Horns (Guided by Fire) · Watch on YouTube

youtube_video rMS5aU2prJc · row rMS5aU2prJc

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Clawmaster

Listed as Ghost Brigade – Clawmaster (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video snk9RQFnYNM · row snk9RQFnYNM

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Torn

Listed as Ghost Brigade – Torn (Until Fear No Longer Defines Us) · Watch on YouTube

youtube_video whyn9LZLuLw · row whyn9LZLuLw

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Long Way to the Graves (Jonny Wanha Remix)

Listed as Ghost Brigade – Long Way to the Graves (Jonny Wanha Remix) (Long Way to the Graves / Disembodied Voices) · Watch on YouTube

youtube_video wsZ4pnndP5s · row wsZ4pnndP5s

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Away and Here

Listed as Ghost Brigade – Away and Here (Guided by Fire) · Watch on YouTube

youtube_video xb7RnFPaL8Y · row xb7RnFPaL8Y

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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.