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 Swim, Forceps (Sterilized Mix), Heretic's Fork (2023 Remaster)

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.

Swim

Listed as Spahn Ranch – Swim (Essential '80s Masters) · Watch on YouTube

youtube_video -MZZ8CJWEuQ · row -MZZ8CJWEuQ

LAION-DISCO-12M

Forceps (Sterilized Mix)

Listed as Spahn Ranch – Forceps (Sterilized Mix) (The Blackmail Starters Kit) · Watch on YouTube

youtube_video 0TX8v7ifhrE · row 0TX8v7ifhrE

LAION-DISCO-12M

Heretic's Fork (2023 Remaster)

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

youtube_video 1700lEaBiqc · row 1700lEaBiqc

LAION-DISCO-12M

Con

Listed as Spahn Ranch – Con (The Blackmail Starters Kit) · Watch on YouTube

youtube_video 1sHlO4HBWoU · row 1sHlO4HBWoU

LAION-DISCO-12M

Embodied

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

youtube_video 4MiwMOQpJQs · row 4MiwMOQpJQs

LAION-DISCO-12M

Fire Lives In The Hearts Of All Men

Listed as Spahn Ranch – Fire Lives In The Hearts Of All Men (Beat Noir) · Watch on YouTube

youtube_video 4zbU3UDiGn4 · row 4zbU3UDiGn4

LAION-DISCO-12M

Threnody (2023 Remaster)

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

youtube_video 5-yGFxrvW6U · row 5-yGFxrvW6U

LAION-DISCO-12M

Reinventing Gravity

Listed as Spahn Ranch – Reinventing Gravity (Anthology 1992-1994) · Watch on YouTube

youtube_video 55IGB-GKlx8 · row 55IGB-GKlx8

LAION-DISCO-12M

Destruction

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

youtube_video 6RzNURYVJm4 · row 6RzNURYVJm4

LAION-DISCO-12M

Vortex (2023 Remaster)

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

youtube_video 6fGnC7ButUQ · row 6fGnC7ButUQ

LAION-DISCO-12M

Shot Down In Flames

Listed as Spahn Ranch – Shot Down In Flames (Covered In Black: An Industrial Tribute To The Kings Of High Voltage AC/DC) · Watch on YouTube

youtube_video 9LPXuxGt300 · row 9LPXuxGt300

LAION-DISCO-12M

Black Skinned Blue Eyed Boys

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

youtube_video CGi7FocaicA · row CGi7FocaicA

LAION-DISCO-12M

Wires

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

youtube_video CULcsJtp8RY · row CULcsJtp8RY

LAION-DISCO-12M

Failsafe

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

youtube_video ChgqaK_YAco · row ChgqaK_YAco

LAION-DISCO-12M

The River

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

youtube_video GKWJHaLFwRo · row GKWJHaLFwRo

LAION-DISCO-12M

Babel (2023 Remaster)

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

youtube_video GyDjwlq0G0M · row GyDjwlq0G0M

LAION-DISCO-12M

The Judas Cradle (2023 Remaster)

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

youtube_video KIIS8tewa2s · row KIIS8tewa2s

LAION-DISCO-12M

Syndrome Exhibit (2023 Remaster)

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

youtube_video M4jSsEumgYI · row M4jSsEumgYI

LAION-DISCO-12M

Incubate

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

youtube_video MFeGnOcda0k · row MFeGnOcda0k

LAION-DISCO-12M

Remnants

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

youtube_video Mg7ZrpNq4eQ · row Mg7ZrpNq4eQ

LAION-DISCO-12M

Dig It

Listed as Spahn Ranch – Dig It (Signal To Noise: Reinforced Industrial Hits) · Watch on YouTube

youtube_video Ns7DNuCITOw · row Ns7DNuCITOw

LAION-DISCO-12M

Architecture In Dub

Listed as Spahn Ranch – Architecture In Dub (Retrofit) · Watch on YouTube

youtube_video OHXFN3KMHj8 · row OHXFN3KMHj8

LAION-DISCO-12M

Reasons

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

youtube_video XgIiRbUhd38 · row XgIiRbUhd38

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Vortex (Blackened mix)

Listed as Spahn Ranch – Vortex (Blackened mix) (In Parts Assembled Solely) · Watch on YouTube

youtube_video _ADgLTx09F8 · row _ADgLTx09F8

LAION-DISCO-12M

Breath and Taxes

Listed as Spahn Ranch – Breath and Taxes (Collateral Damage) · Watch on YouTube

youtube_video _z5ET0Sz90w · row _z5ET0Sz90w

LAION-DISCO-12M

Locusts (Plague mix)

Listed as Spahn Ranch – Locusts (Plague mix) (In Parts Assembled Solely) · Watch on YouTube

youtube_video bzM4SsKPecA · row bzM4SsKPecA

LAION-DISCO-12M

Infrastructure (2023 Remaster)

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

youtube_video d5Wmjs4ZmlU · row d5Wmjs4ZmlU

LAION-DISCO-12M

Futurist Limited

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

youtube_video d_gmITDXJj8 · row d_gmITDXJj8

LAION-DISCO-12M

Kenneth, What's The Frequency?

Listed as Spahn Ranch – Kenneth, What's The Frequency? (The Blackmail Starters Kit) · Watch on YouTube

youtube_video dnl2JV9KRGM · row dnl2JV9KRGM

LAION-DISCO-12M

In The Aftermath (Earthshock mix)

Listed as Spahn Ranch – In The Aftermath (Earthshock mix) (Retrofit) · Watch on YouTube

youtube_video eQRWajRUQMk · row eQRWajRUQMk

LAION-DISCO-12M

Monochrome

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

youtube_video f840-rI6uR0 · row f840-rI6uR0

LAION-DISCO-12M

Locusts (2023 Remaster)

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

youtube_video jQV7l8Q_jN8 · row jQV7l8Q_jN8

LAION-DISCO-12M

Cesium 137

Listed as Spahn Ranch – Cesium 137 (Collateral Damage) · Watch on YouTube

youtube_video l8UdOo0k2Pc · row l8UdOo0k2Pc

LAION-DISCO-12M

Compression Test (2023 Remaster)

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

youtube_video lLsnWiEhUKQ · row lLsnWiEhUKQ

LAION-DISCO-12M

Don't Blow Your Top

Listed as 16 Volt, Spahn Ranch – Don't Blow Your Top (Industrial Metal For Fitness) · Watch on YouTube

youtube_video lcs2mPQiaSw · row lcs2mPQiaSw

LAION-DISCO-12M

Antibody (Conspiracy Mix)

Listed as Spahn Ranch – Antibody (Conspiracy Mix) (The Blackmail Starters Kit) · Watch on YouTube

youtube_video mJcnz1lL7w8 · row mJcnz1lL7w8

LAION-DISCO-12M

Antibody

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

youtube_video mNViuyQ4Slc · row mNViuyQ4Slc

LAION-DISCO-12M

Mind Riot

Listed as Spahn Ranch – Mind Riot (Anthology 1992-1994) · Watch on YouTube

youtube_video mego3NASy50 · row mego3NASy50

LAION-DISCO-12M

The Missing Frame

Listed as Spahn Ranch – The Missing Frame (Closure) · Watch on YouTube

youtube_video ndSAtyAZE4k · row ndSAtyAZE4k

LAION-DISCO-12M

In The Aftermath

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

youtube_video pUNCzQ1a3qY · row pUNCzQ1a3qY

LAION-DISCO-12M

Strange Days

Listed as Spahn Ranch – Strange Days (Darken My Fire - A Gothic Tribute to the Doors) · Watch on YouTube

youtube_video rfv0xlZqWVg · row rfv0xlZqWVg

LAION-DISCO-12M

Heretic's Fork (Belief mix)

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

youtube_video rhChydy-yL0 · row rhChydy-yL0

LAION-DISCO-12M

Forceps

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

youtube_video sNU4yfpSlZI · row sNU4yfpSlZI

LAION-DISCO-12M

Disarm

Listed as 16 Volt, Spahn Ranch – Disarm (Goth on Goth) · Watch on YouTube

youtube_video tR_391h9JpY · row tR_391h9JpY

LAION-DISCO-12M

Succumber

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

youtube_video vtfaKTdom0E · row vtfaKTdom0E

LAION-DISCO-12M

Test My Reaction

Listed as Spahn Ranch – Test My Reaction (Beat Noir) · Watch on YouTube

youtube_video xZHcunKcxzo · row xZHcunKcxzo

LAION-DISCO-12M

Stoma

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

youtube_video yfWMpmrLcGE · row yfWMpmrLcGE

LAION-DISCO-12M

Succumber (Blacklist Mix)

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

youtube_video ygX9cEBFmSw · row ygX9cEBFmSw

LAION-DISCO-12M

Commination (Demo 1991)

Listed as Spahn Ranch – Commination (Demo 1991) (The Blackmail Starters Kit) · Watch on YouTube

youtube_video yqd3PeVoorA · row yqd3PeVoorA

LAION-DISCO-12M

Breath And Taxes (Deductable Mix)

Listed as Spahn Ranch – Breath And Taxes (Deductable Mix) (The Blackmail Starters Kit) · Watch on YouTube

youtube_video zl6HAlucZHM · row zl6HAlucZHM

LAION-DISCO-12M

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.