Yes. Machine Girl has 132 songs listed in a dataset used to train AI music models.

Used for training 132

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 Ionic Funk (20xx Battle Music), Blood Magic, The World to Come

Listed under the artist name 132 songs in LAION-DISCO-12M

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

Ionic Funk (20xx Battle Music)

Listed as Machine Girl – Ionic Funk (20xx Battle Music) (Wlfgrl) · Watch on YouTube

youtube_video -b5ZucCz3PA · row -b5ZucCz3PA

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Blood Magic

Listed as Machine Girl – Blood Magic (U-Void Synthesizer) · Watch on YouTube

youtube_video 26vk64g-Se0 · row 26vk64g-Se0

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The World to Come

Listed as Machine Girl – The World to Come (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video 2TPfE73W5LE · row 2TPfE73W5LE

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Congratulations

Listed as Machine Girl – Congratulations (The Ugly Art) · Watch on YouTube

youtube_video 2gqoYUQ84rg · row 2gqoYUQ84rg

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Bullet Hell

Listed as Machine Girl – Bullet Hell (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video 3vHILE-V5WQ · row 3vHILE-V5WQ

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Xleepy

Listed as Machine Girl – Xleepy (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video 4p345C1KipM · row 4p345C1KipM

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This Is Your Face on Dogs

Listed as Machine Girl – This Is Your Face on Dogs (The Ugly Art) · Watch on YouTube

youtube_video 53Th_knBKWo · row 53Th_knBKWo

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うずまき

Listed as Machine Girl – うずまき (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video 53ulHedroTk · row 53ulHedroTk

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Hellion

Listed as Machine Girl – Hellion (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video 5RxuWIld2aY · row 5RxuWIld2aY

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Virtual Paradise

Listed as Machine Girl – Virtual Paradise (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video 7alzMkyaL0I · row 7alzMkyaL0I

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Thousand Pound Butterfly

Listed as Machine Girl – Thousand Pound Butterfly (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video 8Z4B0v4qo5Q · row 8Z4B0v4qo5Q

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Cyan Hardcore

Listed as Machine Girl – Cyan Hardcore (RePorpoised Phantasies) · Watch on YouTube

youtube_video D2E86Z6nteg · row D2E86Z6nteg

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Waited So Long

Listed as Machine Girl – Waited So Long (RePorpoised Phantasies) · Watch on YouTube

youtube_video DpxQ0uyil38 · row DpxQ0uyil38

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The Wicked Heart

Listed as Machine Girl – The Wicked Heart (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video EHULqZ1umUo · row EHULqZ1umUo

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Rigged Game

Listed as Machine Girl – Rigged Game (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video EVfiWU5oAck · row EVfiWU5oAck

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House of Cards

Listed as Machine Girl – House of Cards (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video HEAeItQm__Q · row HEAeItQm__Q

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Cloud Nine

Listed as Machine Girl – Cloud Nine (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video IcbcLwf6HP4 · row IcbcLwf6HP4

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Mchngrl vs Wlfgrl

Listed as Machine Girl – Mchngrl vs Wlfgrl (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video Il_51tSLadg · row Il_51tSLadg

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Athoth a Go!! Go!!

Listed as Machine Girl – Athoth a Go!! Go!! (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video Mifdwh7w9fA · row Mifdwh7w9fA

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Hidden Power

Listed as Machine Girl – Hidden Power (Wlfgrl) · Watch on YouTube

youtube_video Mnso8sQNrEw · row Mnso8sQNrEw

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Fuck Up Your Face

Listed as Machine Girl – Fuck Up Your Face (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video OVFR9csRyoM · row OVFR9csRyoM

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Cloud99 (As Above Mix)

Listed as Machine Girl – Cloud99 (As Above Mix) (Gemini) · Watch on YouTube

youtube_video R_rX_-o9AAk · row R_rX_-o9AAk

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Out by 16, Dead on the Scene

Listed as Machine Girl – Out by 16, Dead on the Scene (Wlfgrl) · Watch on YouTube

youtube_video RiGTDcmIBtU · row RiGTDcmIBtU

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Solitary Grace

Listed as Machine Girl – Solitary Grace (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video TVRReBACGks · row TVRReBACGks

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Dumbass!!

Listed as Machine Girl – Dumbass!! (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video U85MJA1vGSI · row U85MJA1vGSI

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Vainglorious Chorus

Listed as Machine Girl – Vainglorious Chorus (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video Wf4CF2mfs4k · row Wf4CF2mfs4k

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Sin to Win!

Listed as Machine Girl – Sin to Win! (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video X5I64Oobpfc · row X5I64Oobpfc

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The Fortress (The Blood Inside...)

Listed as Machine Girl – The Fortress (The Blood Inside...) (U-Void Synthesizer) · Watch on YouTube

youtube_video YKwoCweaTxE · row YKwoCweaTxE

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...Because I'm Young Arrogant and Hate Everything You Stand For

Listed as Machine Girl – ...Because I'm Young Arrogant and Hate Everything You Stand For (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video Yds-GcabFAo · row Yds-GcabFAo

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Ghost

Listed as Machine Girl – Ghost (Wlfgrl) · Watch on YouTube

youtube_video baYqvk5Db80 · row baYqvk5Db80

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Vomit (feat. Bonnie Baxter)

Listed as Machine Girl – Vomit (feat. Bonnie Baxter) (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video d6O7sTmHijI · row d6O7sTmHijI

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Krystle (URL Cyber Palace Mix)

Listed as Machine Girl – Krystle (URL Cyber Palace Mix) (Wlfgrl) · Watch on YouTube

youtube_video dVsdh98eapI · row dVsdh98eapI

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Glass Ocean

Listed as Machine Girl – Glass Ocean (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video f8Kjn9qw-rw · row f8Kjn9qw-rw

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Frenesi (Machine Girl GabberTrap Mix)

Listed as Machine Girl – Frenesi (Machine Girl GabberTrap Mix) (Wlfgrl) · Watch on YouTube

youtube_video fhHjGwrquDg · row fhHjGwrquDg

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Necro Culture Vulture

Listed as Machine Girl – Necro Culture Vulture (The Ugly Art) · Watch on YouTube

youtube_video hG55eDG7xIg · row hG55eDG7xIg

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Batsu Forever

Listed as Machine Girl – Batsu Forever (U-Void Synthesizer) · Watch on YouTube

youtube_video kSiDi79WmgI · row kSiDi79WmgI

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Post Rave Maximalist

Listed as Machine Girl – Post Rave Maximalist (Wlfgrl) · Watch on YouTube

youtube_video keJcFzp4KqM · row keJcFzp4KqM

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Ginger Claps

Listed as Machine Girl – Ginger Claps (Wlfgrl) · Watch on YouTube

youtube_video kwxbLFZS0k8 · row kwxbLFZS0k8

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Scroll of Sorrow (feat. guayaba)

Listed as Machine Girl – Scroll of Sorrow (feat. guayaba) (U-Void Synthesizer) · Watch on YouTube

youtube_video lQkOqCNChwg · row lQkOqCNChwg

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Infinite Potentiality

Listed as Machine Girl – Infinite Potentiality (RePorpoised Phantasies) · Watch on YouTube

youtube_video m3GMlorAQYY · row m3GMlorAQYY

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Angel's Peak

Listed as Machine Girl – Angel's Peak (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video mPS_dW4mr0I · row mPS_dW4mr0I

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Fight or Flight

Listed as Machine Girl – Fight or Flight (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video oMpoQiiwE7Q · row oMpoQiiwE7Q

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Bloody Sneakers (Violet's Theme)

Listed as Machine Girl – Bloody Sneakers (Violet's Theme) (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video oW3KnzQHYmU · row oW3KnzQHYmU

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Mg1

Listed as Machine Girl – Mg1 (Wlfgrl) · Watch on YouTube

youtube_video pD6VH8PoUEA · row pD6VH8PoUEA

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Freewill

Listed as Machine Girl – Freewill (Wlfgrl) · Watch on YouTube

youtube_video pE9lnOvC3Jo · row pE9lnOvC3Jo

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Pendulum

Listed as Machine Girl – Pendulum (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video rZsL05JueJ4 · row rZsL05JueJ4

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Status

Listed as Machine Girl – Status (The Ugly Art) · Watch on YouTube

youtube_video si_6uuQF8ZI · row si_6uuQF8ZI

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Sad Claps

Listed as Machine Girl – Sad Claps (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video tyUGo3rBjzM · row tyUGo3rBjzM

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Bitten Twice

Listed as Machine Girl – Bitten Twice (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video wxUPWab8EZM · row wxUPWab8EZM

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Excruciating Deth

Listed as Machine Girl – Excruciating Deth (Wlfgrl) · Watch on YouTube

youtube_video yZdPRwWweI4 · row yZdPRwWweI4

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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.