Yes. Spahn Ranch has 108 songs listed in a dataset used to train AI music models.

Used for training 108

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 One of These Days, Incubate (Play Music mix), Born on a Ray of Sound

Listed under the artist name 108 songs in LAION-DISCO-12M

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

One of These Days

Listed as Spahn Ranch – One of These Days (Pink Classic Rock) · Watch on YouTube

youtube_video -URBnurZO2g · row -URBnurZO2g

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Incubate (Play Music mix)

Listed as Spahn Ranch – Incubate (Play Music mix) (Retrofit) · Watch on YouTube

youtube_video -xC36RIZIOA · row -xC36RIZIOA

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Born on a Ray of Sound

Listed as Spahn Ranch – Born on a Ray of Sound (Closure) · Watch on YouTube

youtube_video 00BHCoUNRJk · row 00BHCoUNRJk

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Peel

Listed as Spahn Ranch – Peel (Collateral Damage) · Watch on YouTube

youtube_video 2d3JFbSqrkA · row 2d3JFbSqrkA

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The Conversation

Listed as Spahn Ranch – The Conversation (Beat Noir) · Watch on YouTube

youtube_video 3xs7Vdpq5aU · row 3xs7Vdpq5aU

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Solace

Listed as Spahn Ranch – Solace (Architecture) · Watch on YouTube

youtube_video 4GAEIl7p0uo · row 4GAEIl7p0uo

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Futurist Unlimited

Listed as Spahn Ranch – Futurist Unlimited (Architecture) · Watch on YouTube

youtube_video 4x48Et5aU28 · row 4x48Et5aU28

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Machine Politics

Listed as Spahn Ranch – Machine Politics (Collateral Damage) · Watch on YouTube

youtube_video 5Vm1LtXa0Js · row 5Vm1LtXa0Js

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An Exit (feat. DAVID J)

Listed as Spahn Ranch – An Exit (feat. DAVID J) (Beat Noir) · Watch on YouTube

youtube_video 63RnOWWv2jc · row 63RnOWWv2jc

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Black Skinned Blue Eyed Boys (Transmutator mix)

Listed as Spahn Ranch – Black Skinned Blue Eyed Boys (Transmutator mix) (Retrofit) · Watch on YouTube

youtube_video 6GCg4CbZHsA · row 6GCg4CbZHsA

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Layin to Burn

Listed as Spahn Ranch – Layin to Burn (Anthology 1992-1994) · Watch on YouTube

youtube_video 9am3NA2sKto · row 9am3NA2sKto

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Black Skinned Blue Eyed Boys (David Harrow mix)

Listed as Spahn Ranch – Black Skinned Blue Eyed Boys (David Harrow mix) (Retrofit) · Watch on YouTube

youtube_video AdqP38kXy3o · row AdqP38kXy3o

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Well Charged

Listed as Spahn Ranch – Well Charged (Beat Noir) · Watch on YouTube

youtube_video BBt1PCQr-IQ · row BBt1PCQr-IQ

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Bytes (outtake)

Listed as Spahn Ranch – Bytes (outtake) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video CANGHn7HjFw · row CANGHn7HjFw

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U Tell Em U

Listed as Spahn Ranch – U Tell Em U (Architecture) · Watch on YouTube

youtube_video CShOsGjAtfM · row CShOsGjAtfM

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In the Aftermath (Astralasia mix)

Listed as Spahn Ranch – In the Aftermath (Astralasia mix) (Retrofit) · Watch on YouTube

youtube_video D_QhXZtBAIw · row D_QhXZtBAIw

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The Mark Inside (Hustler's Mix)

Listed as Spahn Ranch – The Mark Inside (Hustler's Mix) (Ultimate Drum 'N' Bass) · Watch on YouTube

youtube_video E3HMKEGreq8 · row E3HMKEGreq8

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Antibody (JLAB Mix)

Listed as Spahn Ranch – Antibody (JLAB Mix) (Anthology 1992-1994) · Watch on YouTube

youtube_video EYKJw5XfbWw · row EYKJw5XfbWw

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A Depression Glass

Listed as Spahn Ranch – A Depression Glass (Architecture) · Watch on YouTube

youtube_video EzhVJC0EHFU · row EzhVJC0EHFU

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Machine Politics

Listed as Spahn Ranch – Machine Politics (Anthology 1992-1994) · Watch on YouTube

youtube_video Gq_eEEBUmpo · row Gq_eEEBUmpo

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Vortex (Live at Sinamatic 1995)

Listed as Spahn Ranch – Vortex (Live at Sinamatic 1995) (In Parts Assembled Solely) · Watch on YouTube

youtube_video HMoKTtVwqBU · row HMoKTtVwqBU

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P.O.W.

Listed as Spahn Ranch – P.O.W. (Anthology 1992-1994) · Watch on YouTube

youtube_video KcdBHFYhF58 · row KcdBHFYhF58

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Laurels

Listed as Spahn Ranch – Laurels (Architecture) · Watch on YouTube

youtube_video LrKMf-r8TQw · row LrKMf-r8TQw

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On The Floor (rough mix - outtake)

Listed as Spahn Ranch – On The Floor (rough mix - outtake) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video O4YY3TW17oE · row O4YY3TW17oE

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Transmitter (mix 1 - outtake)

Listed as Spahn Ranch – Transmitter (mix 1 - outtake) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video S8WfQdQNrTo · row S8WfQdQNrTo

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Xpander (outtake)

Listed as Spahn Ranch – Xpander (outtake) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video SjqH-G0nqMQ · row SjqH-G0nqMQ

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Heretics Fork (Tensegrity remix)

Listed as Spahn Ranch – Heretics Fork (Tensegrity remix) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video WtyTlg1_Ee0 · row WtyTlg1_Ee0

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A Picture

Listed as Spahn Ranch – A Picture (Closure) · Watch on YouTube

youtube_video YooydgsKpXU · row YooydgsKpXU

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Mind over Matter

Listed as Spahn Ranch – Mind over Matter (Closure) · Watch on YouTube

youtube_video ZeZ9LL41mU8 · row ZeZ9LL41mU8

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Locusts (Live at Sinamatic 1995)

Listed as Spahn Ranch – Locusts (Live at Sinamatic 1995) (In Parts Assembled Solely) · Watch on YouTube

youtube_video _PWevmDHdvw · row _PWevmDHdvw

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The Warmth Of Silence

Listed as Spahn Ranch – The Warmth Of Silence (Beat Noir) · Watch on YouTube

youtube_video _pqwpaWO-1Y · row _pqwpaWO-1Y

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The Last Laugh

Listed as Spahn Ranch – The Last Laugh (Closure) · Watch on YouTube

youtube_video b3dVh4YRm00 · row b3dVh4YRm00

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Static Detonates the Gel (2023 Remaster)

Listed as Spahn Ranch – Static Detonates the Gel (2023 Remaster) (The Coiled One (2023 Remaster)) · Watch on YouTube

youtube_video dGrr7Fb5wTE · row dGrr7Fb5wTE

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Phase

Listed as Spahn Ranch – Phase (Closure) · Watch on YouTube

youtube_video eMUDRoc8MQM · row eMUDRoc8MQM

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Heretic's Fork (Inquisition mix)

Listed as Spahn Ranch – Heretic's Fork (Inquisition mix) (In Parts Assembled Solely) · Watch on YouTube

youtube_video eMexIyDxn0w · row eMexIyDxn0w

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See My Knife

Listed as Spahn Ranch – See My Knife (Anthology 1992-1994) · Watch on YouTube

youtube_video f8ZEe1rPFLk · row f8ZEe1rPFLk

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The Catalyst

Listed as Spahn Ranch – The Catalyst (Architecture) · Watch on YouTube

youtube_video fMZfzIJEcTk · row fMZfzIJEcTk

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Accelerate (demo)

Listed as Spahn Ranch – Accelerate (demo) (The Coiled One (Deluxe Edition)) · Watch on YouTube

youtube_video fYUw4mKQcZo · row fYUw4mKQcZo

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The Coiled One (2023 Remaster)

Listed as Spahn Ranch – The Coiled One (2023 Remaster) (The Coiled One (2023 Remaster)) · Watch on YouTube

youtube_video fkBxYZN9py8 · row fkBxYZN9py8

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Flash Forward

Listed as Spahn Ranch – Flash Forward (Closure) · Watch on YouTube

youtube_video ig4Bsiys9NY · row ig4Bsiys9NY

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Rationale

Listed as Spahn Ranch – Rationale (Beat Noir) · Watch on YouTube

youtube_video ljQupA1TX44 · row ljQupA1TX44

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Monochrome (JLAB Eugenics mix)

Listed as Spahn Ranch – Monochrome (JLAB Eugenics mix) (Retrofit) · Watch on YouTube

youtube_video oVhlhNpMHeg · row oVhlhNpMHeg

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Antibody ('96 Remix)

Listed as Spahn Ranch – Antibody ('96 Remix) (Fahrenheit 451: The Gothic Years and After) · Watch on YouTube

youtube_video p6xw9_pIRAU · row p6xw9_pIRAU

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Ride Like Lightning Crash Like Thunder

Listed as Spahn Ranch – Ride Like Lightning Crash Like Thunder (Beat Noir) · Watch on YouTube

youtube_video pDLDmfrA2SI · row pDLDmfrA2SI

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I Will Follow

Listed as Spahn Ranch – I Will Follow (We Will Follow: A Tribute to U2) · Watch on YouTube

youtube_video qJcAN8Lf258 · row qJcAN8Lf258

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Quince

Listed as Spahn Ranch – Quince (Collateral Damage) · Watch on YouTube

youtube_video rB1ieiz1EYo · row rB1ieiz1EYo

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Dubnosis (feat. DAVID J)

Listed as Spahn Ranch – Dubnosis (feat. DAVID J) (Beat Noir) · Watch on YouTube

youtube_video rnVMJ3KllOw · row rnVMJ3KllOw

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Monochrome (Databomb mix)

Listed as Spahn Ranch – Monochrome (Databomb mix) (Retrofit) · Watch on YouTube

youtube_video tQCSy22Itwc · row tQCSy22Itwc

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Chuck

Listed as Spahn Ranch – Chuck (Collateral Damage) · Watch on YouTube

youtube_video vGXaxIR51DA · row vGXaxIR51DA

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Tour Intro 1994

Listed as Spahn Ranch – Tour Intro 1994 (Anthology 1992-1994) · Watch on YouTube

youtube_video veqHnXlc1UY · row veqHnXlc1UY

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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.