Yes. Johnny Booth has 49 songs listed in a dataset used to train AI music models.

Used for training 49

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 Asymmetrical, Ink and Sky (feat. Tommy Rogers), Thief

Listed under the artist name 49 songs in LAION-DISCO-12M

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

Asymmetrical

Listed as Johnny Booth – Asymmetrical (Asymmetrical) · Watch on YouTube

youtube_video -ZQAQlKmgxA · row -ZQAQlKmgxA

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Ink and Sky (feat. Tommy Rogers)

Listed as Johnny Booth – Ink and Sky (feat. Tommy Rogers) (Connections) · Watch on YouTube

youtube_video 0e0uhZzdI2E · row 0e0uhZzdI2E

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Thief

Listed as Johnny Booth – Thief (Firsthand Accounts) · Watch on YouTube

youtube_video 0oN-v9773to · row 0oN-v9773to

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Panoramic

Listed as Johnny Booth – Panoramic (Connections) · Watch on YouTube

youtube_video 0x1NOv1XccU · row 0x1NOv1XccU

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Feast Is Over

Listed as Johnny Booth – Feast Is Over (Firsthand Accounts) · Watch on YouTube

youtube_video 1NRl3wPezkc · row 1NRl3wPezkc

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Single Cell

Listed as Johnny Booth – Single Cell (The Bronze Age) · Watch on YouTube

youtube_video 1pqHB45Ihx4 · row 1pqHB45Ihx4

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Ring Light Altar (Audiotree Live version)

Listed as Johnny Booth, Audiotree – Ring Light Altar (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video 2RNqCHBMuw8 · row 2RNqCHBMuw8

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Collapse in the Key of Fireworks

Listed as Johnny Booth – Collapse in the Key of Fireworks (Collapse in the Key of Fireworks) · Watch on YouTube

youtube_video 3BJdU5xVYb8 · row 3BJdU5xVYb8

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Only By Name (Audiotree Live version)

Listed as Johnny Booth, Audiotree – Only By Name (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video 3EdJkJz1ps4 · row 3EdJkJz1ps4

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No Comply

Listed as Johnny Booth – No Comply (Moments Elsewhere) · Watch on YouTube

youtube_video 4SYY47cRG8A · row 4SYY47cRG8A

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Full Tilt

Listed as Johnny Booth – Full Tilt (Full Tilt) · Watch on YouTube

youtube_video 6EgVt5SywoQ · row 6EgVt5SywoQ

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Storyteller

Listed as Johnny Booth – Storyteller (Storyteller) · Watch on YouTube

youtube_video 7hXIoKE1qn8 · row 7hXIoKE1qn8

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To Samo, From Samo

Listed as Johnny Booth – To Samo, From Samo (Connections) · Watch on YouTube

youtube_video 9zXSU1p0iiI · row 9zXSU1p0iiI

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2040 (Audiotree Live version)

Listed as Johnny Booth, Audiotree – 2040 (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video ARZ2WTAAdGc · row ARZ2WTAAdGc

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Beyond Repair

Listed as Johnny Booth – Beyond Repair (Firsthand Accounts) · Watch on YouTube

youtube_video Ht8hjWWh7eA · row Ht8hjWWh7eA

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The Ladder

Listed as Johnny Booth – The Ladder (The Ladder) · Watch on YouTube

youtube_video Id_Jo5pb90A · row Id_Jo5pb90A

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Why Becomes How

Listed as Johnny Booth – Why Becomes How (Moments Elsewhere) · Watch on YouTube

youtube_video JLyNyj_9Ylc · row JLyNyj_9Ylc

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Passages

Listed as Johnny Booth – Passages (The Bronze Age) · Watch on YouTube

youtube_video Mh2GldIru6c · row Mh2GldIru6c

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Choke

Listed as Johnny Booth – Choke (Firsthand Accounts) · Watch on YouTube

youtube_video O9J8idRHSr0 · row O9J8idRHSr0

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Crowd Control

Listed as Johnny Booth – Crowd Control (Crowd Control) · Watch on YouTube

youtube_video OFAcrK7RefE · row OFAcrK7RefE

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Deepfake

Listed as Johnny Booth – Deepfake (Deepfake) · Watch on YouTube

youtube_video OIuV_ngmXAg · row OIuV_ngmXAg

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Mr. Grey

Listed as Johnny Booth – Mr. Grey (Connections) · Watch on YouTube

youtube_video OKWFKcE790c · row OKWFKcE790c

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Fever Dreams (feat. Nick Lee)

Listed as Johnny Booth – Fever Dreams (feat. Nick Lee) (Fever Dreams) · Watch on YouTube

youtube_video P47mLM6t6GI · row P47mLM6t6GI

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Bury the Rose

Listed as Johnny Booth – Bury the Rose (Firsthand Accounts) · Watch on YouTube

youtube_video PBIg78IN3hE · row PBIg78IN3hE

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Full Tilt (Audiotree Live version)

Listed as Johnny Booth, Audiotree – Full Tilt (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video TstdAUwyNQ4 · row TstdAUwyNQ4

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Gatekeeper

Listed as Johnny Booth – Gatekeeper (Moments Elsewhere) · Watch on YouTube

youtube_video U_oIMu3btdY · row U_oIMu3btdY

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Field 6

Listed as Johnny Booth – Field 6 (Connections) · Watch on YouTube

youtube_video V6tRLZJQ4kw · row V6tRLZJQ4kw

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Pueblo Smash

Listed as Johnny Booth – Pueblo Smash (Connections) · Watch on YouTube

youtube_video W_ghueoP6D8 · row W_ghueoP6D8

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Follower

Listed as Johnny Booth – Follower (Firsthand Accounts) · Watch on YouTube

youtube_video XiGvldiNHZU · row XiGvldiNHZU

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You Think I Ain't Worth a Dollar, But I Feel Like a Millionaire

Listed as Johnny Booth – You Think I Ain't Worth a Dollar, But I Feel Like a Millionaire (Storyteller) · Watch on YouTube

youtube_video Yr_-OvPCx-M · row Yr_-OvPCx-M

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No Signal

Listed as Johnny Booth – No Signal (The Bronze Age) · Watch on YouTube

youtube_video YsbLj_lwM_4 · row YsbLj_lwM_4

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Savannah & The Colt 95

Listed as Johnny Booth – Savannah & The Colt 95 (Connections) · Watch on YouTube

youtube_video bpxmpDy8w8I · row bpxmpDy8w8I

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Impulse Adrift

Listed as Johnny Booth – Impulse Adrift (The Bronze Age) · Watch on YouTube

youtube_video cb7fYzTVG_c · row cb7fYzTVG_c

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2040

Listed as Johnny Booth – 2040 (Moments Elsewhere) · Watch on YouTube

youtube_video ebcs_ltNy4Y · row ebcs_ltNy4Y

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You're Not a Person Unless You're Acting

Listed as Johnny Booth – You're Not a Person Unless You're Acting (The Bronze Age) · Watch on YouTube

youtube_video fdVXFK9f6XQ · row fdVXFK9f6XQ

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The Mirror

Listed as Johnny Booth – The Mirror (Moments Elsewhere) · Watch on YouTube

youtube_video i1TYQa_R1Xk · row i1TYQa_R1Xk

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Rebuttal

Listed as Johnny Booth – Rebuttal (Firsthand Accounts) · Watch on YouTube

youtube_video lmQLrDmDcP0 · row lmQLrDmDcP0

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The Ladder (Audiotree Live version)

Listed as Johnny Booth, Audiotree – The Ladder (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video mP7EnRA4IL4 · row mP7EnRA4IL4

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Pneumonia Knife

Listed as Johnny Booth – Pneumonia Knife (Firsthand Accounts) · Watch on YouTube

youtube_video omU30tt-PxI · row omU30tt-PxI

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Only by Name

Listed as Johnny Booth – Only by Name (Moments Elsewhere) · Watch on YouTube

youtube_video qxoJMAsnLHo · row qxoJMAsnLHo

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Connections

Listed as Johnny Booth – Connections (Connections) · Watch on YouTube

youtube_video rLZ-EoScUi4 · row rLZ-EoScUi4

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Modern Dialogue

Listed as Johnny Booth – Modern Dialogue (Moments Elsewhere) · Watch on YouTube

youtube_video rYDMipMEBwQ · row rYDMipMEBwQ

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14 Years Past 80

Listed as Johnny Booth – 14 Years Past 80 (Firsthand Accounts) · Watch on YouTube

youtube_video snMW9Aj1PxA · row snMW9Aj1PxA

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Ring Light Altar

Listed as Johnny Booth – Ring Light Altar (Moments Elsewhere) · Watch on YouTube

youtube_video tELxTlkfPtY · row tELxTlkfPtY

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Sleeping with Serpents

Listed as Johnny Booth – Sleeping with Serpents (Connections) · Watch on YouTube

youtube_video uQsvECT-35o · row uQsvECT-35o

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Pills for the Havoc

Listed as Johnny Booth – Pills for the Havoc (Connections) · Watch on YouTube

youtube_video vSy5B5nAZwM · row vSy5B5nAZwM

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Left Hand Assurance

Listed as Johnny Booth – Left Hand Assurance (Firsthand Accounts) · Watch on YouTube

youtube_video yJxBrnpHENo · row yJxBrnpHENo

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Bright Future

Listed as Johnny Booth – Bright Future (Moments Elsewhere) · Watch on YouTube

youtube_video zSWYSCtqdq0 · row zSWYSCtqdq0

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Collapse in the Key of Fireworks (Audiotree Live version)

Listed as Johnny Booth, Audiotree – Collapse in the Key of Fireworks (Audiotree Live version) (Johnny Booth on Audiotree Live) · Watch on YouTube

youtube_video zrZ-qU8fQV8 · row zrZ-qU8fQV8

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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.