Yes. Waveshaper has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Desert Dawn, Fight Against Time, Escape to Eternity

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Desert Dawn

Listed as Waveshaper – Desert Dawn (Artifact) · Watch on YouTube

youtube_video 0GY1R61ppKk · row 0GY1R61ppKk

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Fight Against Time

Listed as Waveshaper – Fight Against Time (Solar Drifter) · Watch on YouTube

youtube_video 3NwzjZPMmvM · row 3NwzjZPMmvM

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Escape to Eternity

Listed as Waveshaper – Escape to Eternity (Station Nova) · Watch on YouTube

youtube_video 4OFVvihPZT0 · row 4OFVvihPZT0

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Departure

Listed as Waveshaper – Departure (Artifact) · Watch on YouTube

youtube_video 4n-whTlwF7g · row 4n-whTlwF7g

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Beyond the Event Horizon

Listed as Waveshaper – Beyond the Event Horizon (Masters of Light (Original Game Soundtrack)) · Watch on YouTube

youtube_video 5fAqbMCn-lc · row 5fAqbMCn-lc

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Invincible (Remix)

Listed as Magic Sword, Waveshaper – Invincible (Remix) (Invincible (Remix)) · Watch on YouTube

youtube_video 6HKbY9palLc · row 6HKbY9palLc

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Modern Technology

Listed as Robert Parker, Waveshaper – Modern Technology (Modern Technology) · Watch on YouTube

youtube_video 6k70lPQHUbY · row 6k70lPQHUbY

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Pixel Force

Listed as Waveshaper, Lukhash – Pixel Force (Pixel Force) · Watch on YouTube

youtube_video 8QhCpxH4-6I · row 8QhCpxH4-6I

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Vector Dream

Listed as Waveshaper – Vector Dream (Station Nova) · Watch on YouTube

youtube_video BZO5C3OarqQ · row BZO5C3OarqQ

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The Phantom Machine

Listed as Waveshaper – The Phantom Machine (Mainframe) · Watch on YouTube

youtube_video Bb7BKLjrLHM · row Bb7BKLjrLHM

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Victory (F.O.O.L Remix)

Listed as Waveshaper – Victory (F.O.O.L Remix) (Victory (F.O.O.L Remix)) · Watch on YouTube

youtube_video C-qssMnsxpo · row C-qssMnsxpo

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Radio Signal

Listed as Waveshaper – Radio Signal (Exploration 84) · Watch on YouTube

youtube_video CJ0A9aXzC28 · row CJ0A9aXzC28

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Airlock Love

Listed as Waveshaper – Airlock Love (Station Nova) · Watch on YouTube

youtube_video D697puIb7KE · row D697puIb7KE

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1982 Space Program

Listed as Waveshaper – 1982 Space Program (Exploration 84) · Watch on YouTube

youtube_video DblCbg_qPsY · row DblCbg_qPsY

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A Monster

Listed as Waveshaper – A Monster (Furi (Original Game Soundtrack)) · Watch on YouTube

youtube_video F0XOtL2E32A · row F0XOtL2E32A

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End of Space

Listed as Waveshaper – End of Space (Magnatron 2.0) · Watch on YouTube

youtube_video FkFMmQ1Qy5g · row FkFMmQ1Qy5g

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Hold Shift to Run

Listed as Waveshaper – Hold Shift to Run (First Person Shooter (Original Documentary Soundtrack)) · Watch on YouTube

youtube_video GJi4jl02yvY · row GJi4jl02yvY

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Gigabot

Listed as Waveshaper – Gigabot (Gigabot) · Watch on YouTube

youtube_video HnBK0LI4giA · row HnBK0LI4giA

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The Hive

Listed as Waveshaper – The Hive (Mainframe) · Watch on YouTube

youtube_video IGZrWrUteY4 · row IGZrWrUteY4

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Artificial Promises

Listed as Waveshaper – Artificial Promises (Mainframe) · Watch on YouTube

youtube_video IPCwztI7lTM · row IPCwztI7lTM

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Endless Journey

Listed as Waveshaper – Endless Journey (Station Nova) · Watch on YouTube

youtube_video IXCgJlHYKrk · row IXCgJlHYKrk

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E.P.R.O.M.

Listed as Waveshaper, Oscillian – E.P.R.O.M. (E.P.R.O.M.) · Watch on YouTube

youtube_video KVhhSR-DcCc · row KVhhSR-DcCc

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Client (Magic Sword Remix)

Listed as Waveshaper – Client (Magic Sword Remix) (Client (Magic Sword Remix)) · Watch on YouTube

youtube_video LE59LvrJxH8 · row LE59LvrJxH8

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Megabot

Listed as Waveshaper – Megabot (Megabot) · Watch on YouTube

youtube_video LKIfcCHU-2w · row LKIfcCHU-2w

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Terrabot

Listed as Waveshaper – Terrabot (Terrabot) · Watch on YouTube

youtube_video Lqj0Fz5AJhw · row Lqj0Fz5AJhw

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Vivid Stars

Listed as Waveshaper – Vivid Stars (Magnatron III) · Watch on YouTube

youtube_video R7t47XxN4Jk · row R7t47XxN4Jk

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Lost in the Cloud

Listed as Waveshaper – Lost in the Cloud (Lost in the Cloud) · Watch on YouTube

youtube_video RQf89w4zwmA · row RQf89w4zwmA

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Determination

Listed as Waveshaper – Determination (Determination) · Watch on YouTube

youtube_video RtUBT48keyI · row RtUBT48keyI

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The Engineer

Listed as Waveshaper – The Engineer (Exploration 84) · Watch on YouTube

youtube_video ULN-qpDSAwU · row ULN-qpDSAwU

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Wisdom of Rage

Listed as Waveshaper – Wisdom of Rage (Furi (Original Game Soundtrack)) · Watch on YouTube

youtube_video Uq1Rmj7RNRU · row Uq1Rmj7RNRU

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Exabot

Listed as Waveshaper – Exabot (Exabot) · Watch on YouTube

youtube_video Wl52jIVV5Wk · row Wl52jIVV5Wk

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BIOS

Listed as Waveshaper, Oscillian – BIOS (BIOS) · Watch on YouTube

youtube_video Y88EIPzlo8Q · row Y88EIPzlo8Q

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Perspective

Listed as Waveshaper – Perspective (Perspective) · Watch on YouTube

youtube_video YXxsFNy0xRI · row YXxsFNy0xRI

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Stellar Jupiter

Listed as Waveshaper – Stellar Jupiter (Synthwave, Vol. 2) · Watch on YouTube

youtube_video fx5Isw5RgPc · row fx5Isw5RgPc

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Client

Listed as Waveshaper – Client (The Disk Hunter) · Watch on YouTube

youtube_video gkjk30imnXI · row gkjk30imnXI

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Crystal Protocol

Listed as Waveshaper – Crystal Protocol (Magnatron) · Watch on YouTube

youtube_video iiFut9irZLA · row iiFut9irZLA

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Breakdown

Listed as Waveshaper – Breakdown (Exploration 84) · Watch on YouTube

youtube_video illml_ynKKw · row illml_ynKKw

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You Are the End

Listed as Waveshaper – You Are the End (Furi (Original Game Soundtrack)) · Watch on YouTube

youtube_video k9TQPEPS-zc · row k9TQPEPS-zc

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Decoding Myself

Listed as Waveshaper – Decoding Myself (Artifact) · Watch on YouTube

youtube_video kMnwQvlIzLw · row kMnwQvlIzLw

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The Space Hero

Listed as Waveshaper – The Space Hero (Station Nova) · Watch on YouTube

youtube_video pYlsHi-Ce7g · row pYlsHi-Ce7g

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Signals in the Night

Listed as Waveshaper – Signals in the Night (Mainframe) · Watch on YouTube

youtube_video plyzAIlyR2o · row plyzAIlyR2o

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Milkshake Megabyte

Listed as Waveshaper – Milkshake Megabyte (The Disk Hunter) · Watch on YouTube

youtube_video qPBfBo11nro · row qPBfBo11nro

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The Engineer Part II

Listed as Waveshaper – The Engineer Part II (Station Nova) · Watch on YouTube

youtube_video sOngY7EfvLM · row sOngY7EfvLM

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Let´s Escape Together

Listed as Waveshaper – Let´s Escape Together (Artifact) · Watch on YouTube

youtube_video slmEXnHRBNo · row slmEXnHRBNo

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A Picture in Motion

Listed as Waveshaper – A Picture in Motion (Furi (Original Game Soundtrack)) · Watch on YouTube

youtube_video ueY1LnS3LeI · row ueY1LnS3LeI

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CRT Days

Listed as Waveshaper – CRT Days (CRT Days) · Watch on YouTube

youtube_video ul4MS_bXZmU · row ul4MS_bXZmU

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66 MHz

Listed as Waveshaper – 66 MHz (66 MHz) · Watch on YouTube

youtube_video v8uu_5Za6Hg · row v8uu_5Za6Hg

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Future Vision

Listed as Waveshaper – Future Vision (Station Nova) · Watch on YouTube

youtube_video xToOO7WSCC0 · row xToOO7WSCC0

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Retaliation

Listed as Waveshaper, Irving Force – Retaliation (The Summoner) · Watch on YouTube

youtube_video y-mokRiGCP8 · row y-mokRiGCP8

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Disco on the Baltic Sea

Listed as Waveshaper – Disco on the Baltic Sea (Disco on the Baltic Sea) · Watch on YouTube

youtube_video y9hrATLJkfI · row y9hrATLJkfI

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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.