YouTrained

Artist Machine Girl on YouTube Music

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 Heavenly Delight, On Coming, False Witness

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.

Heavenly Delight

Listed as Machine Girl – Heavenly Delight (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video -1BxMTEMOC8 · row -1BxMTEMOC8

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On Coming

Listed as Machine Girl – On Coming (U-Void Synthesizer) · Watch on YouTube

youtube_video -4DuTkr2sQw · row -4DuTkr2sQw

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False Witness

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

youtube_video -4tmO9ZOBn8 · row -4tmO9ZOBn8

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Fully in It

Listed as Machine Girl – Fully in It (U-Void Synthesizer) · Watch on YouTube

youtube_video -RFHlHWKd1c · row -RFHlHWKd1c

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Beta Beast

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

youtube_video 1HXD-b0bCTw · row 1HXD-b0bCTw

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Light in the Fog (Red's Theme)

Listed as Machine Girl – Light in the Fog (Red's Theme) (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video 1rXxKIcP8Es · row 1rXxKIcP8Es

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Splatter!

Listed as Machine Girl – Splatter! (U-Void Synthesizer) · Watch on YouTube

youtube_video 25Qz9Yjh0wE · row 25Qz9Yjh0wE

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Luhmehbebe

Listed as Machine Girl – Luhmehbebe (Gemini) · Watch on YouTube

youtube_video 2GBlKmeDgCs · row 2GBlKmeDgCs

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Kill Screen

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

youtube_video 5RHoDkL2hhc · row 5RHoDkL2hhc

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Ep. 1 (Prophetic Vision)

Listed as Machine Girl – Ep. 1 (Prophetic Vision) (Gemini) · Watch on YouTube

youtube_video 5iYm0yplIAA · row 5iYm0yplIAA

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A Song Called Clive Barker

Listed as Machine Girl – A Song Called Clive Barker (The Ugly Art) · Watch on YouTube

youtube_video 7QqzKWSaCL4 · row 7QqzKWSaCL4

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Neon Bar

Listed as Machine Girl – Neon Bar (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video 9TIseoAZJc4 · row 9TIseoAZJc4

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Fuck Puppet

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

youtube_video 9m5o4vJdXP0 · row 9m5o4vJdXP0

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Suncoast Suite

Listed as Machine Girl – Suncoast Suite (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video 9tuGXaMDFQE · row 9tuGXaMDFQE

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Fortress Destroyer

Listed as Machine Girl – Fortress Destroyer (U-Void Synthesizer) · Watch on YouTube

youtube_video ARtGOSt2SOM · row ARtGOSt2SOM

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Mechanical Halo (Green's Theme)

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

youtube_video B6eAxLeRAG0 · row B6eAxLeRAG0

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C_MGRL

Listed as Machine Girl – C_MGRL (Gemini) · Watch on YouTube

youtube_video EpV4T9c31iU · row EpV4T9c31iU

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Fade to White

Listed as Machine Girl – Fade to White (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video FZgdu-8YTrI · row FZgdu-8YTrI

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Dead on the Scene (So Below Mix)

Listed as Machine Girl – Dead on the Scene (So Below Mix) (Gemini) · Watch on YouTube

youtube_video GrVNDZr-6jg · row GrVNDZr-6jg

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Crystalline Chute

Listed as Machine Girl – Crystalline Chute (Gemini) · Watch on YouTube

youtube_video HWAkqwzGBsA · row HWAkqwzGBsA

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Nine Minutes and Forty Three Seconds

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

youtube_video JyV9_e_QTOc · row JyV9_e_QTOc

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Roach on Dope

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

youtube_video K0DWf1PcbKc · row K0DWf1PcbKc

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Landi Burst 3

Listed as Machine Girl – Landi Burst 3 (Gemini) · Watch on YouTube

youtube_video KUhGpLLKFCA · row KUhGpLLKFCA

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Phase Alpha

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

youtube_video LynVQnMEf08 · row LynVQnMEf08

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Devil Speak

Listed as Machine Girl – Devil Speak (U-Void Synthesizer) · Watch on YouTube

youtube_video NbkAdwgPCwo · row NbkAdwgPCwo

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Psycho Signal Jammer

Listed as Machine Girl – Psycho Signal Jammer (The Ugly Art) · Watch on YouTube

youtube_video O0UYcZRJdhc · row O0UYcZRJdhc

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ZERO»NOVA»BLOSSOM»___

Listed as Machine Girl – ZERO»NOVA»BLOSSOM»___ (Gemini) · Watch on YouTube

youtube_video QXq-Jr_2oHs · row QXq-Jr_2oHs

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Completely Clueless

Listed as Machine Girl – Completely Clueless (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video SR9gkqzT-Ys · row SR9gkqzT-Ys

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Hand of God

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

youtube_video SpkWA2r7TDU · row SpkWA2r7TDU

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Full Metal Dipshit

Listed as Machine Girl – Full Metal Dipshit (The Ugly Art) · Watch on YouTube

youtube_video TVxYDgbZAIc · row TVxYDgbZAIc

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Sermon

Listed as Machine Girl – Sermon (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video VrrONhxk_Fw · row VrrONhxk_Fw

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Fuck Your Guns

Listed as Machine Girl – Fuck Your Guns (The Ugly Art) · Watch on YouTube

youtube_video YsaeD4TL7N8 · row YsaeD4TL7N8

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Loop Version

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

youtube_video YtEXQUvilSc · row YtEXQUvilSc

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Pearly Gate Promenade

Listed as Machine Girl – Pearly Gate Promenade (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video _7do8jnLZLA · row _7do8jnLZLA

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Lilith

Listed as Machine Girl – Lilith (Gemini) · Watch on YouTube

youtube_video _IjM-sxgPPQ · row _IjM-sxgPPQ

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Squirt of Lemon (Raz's Theme)

Listed as Machine Girl – Squirt of Lemon (Raz's Theme) (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video bGd8cQ2SR2s · row bGd8cQ2SR2s

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Kill All Borders (2020 Worldwide Fucker)

Listed as Machine Girl – Kill All Borders (2020 Worldwide Fucker) (U-Void Synthesizer) · Watch on YouTube

youtube_video gpTGiLYgIio · row gpTGiLYgIio

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It Takes a Nation of Millenials to Destroy a Nation of Millions…

Listed as Machine Girl – It Takes a Nation of Millenials to Destroy a Nation of Millions… (…Because I’m Young Arrogant and Hate Everything You Stand For) · Watch on YouTube

youtube_video hzOQNWJ6kv8 · row hzOQNWJ6kv8

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Machine Girl Fights Her Way Out of His Own Head

Listed as Machine Girl – Machine Girl Fights Her Way Out of His Own Head (Gemini) · Watch on YouTube

youtube_video iR2u9SMIi3g · row iR2u9SMIi3g

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Mg2

Listed as Machine Girl – Mg2 (Wlfgrl) · Watch on YouTube

youtube_video jKPJbl3VE8s · row jKPJbl3VE8s

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Out By 16 (ACIDPUNKMIX)

Listed as Machine Girl – Out By 16 (ACIDPUNKMIX) (Gemini) · Watch on YouTube

youtube_video jjHMB1mTzZc · row jjHMB1mTzZc

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The Storm

Listed as Machine Girl – The Storm (RePorpoised Phantasies) · Watch on YouTube

youtube_video nyAz4NdxwFM · row nyAz4NdxwFM

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Dark Twist

Listed as Machine Girl – Dark Twist (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video oSSTxd6Ua_U · row oSSTxd6Ua_U

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Missy Punk

Listed as Machine Girl – Missy Punk (Gemini) · Watch on YouTube

youtube_video poG4KQzmeGw · row poG4KQzmeGw

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Peace of Mind

Listed as Machine Girl – Peace of Mind (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video qhOLMImZLFg · row qhOLMImZLFg

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Nwofka Skullboy

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

youtube_video quPPk_-IxFA · row quPPk_-IxFA

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Suck Shit (feat. RaFia & LustSickPuppy)

Listed as Machine Girl – Suck Shit (feat. RaFia & LustSickPuppy) (U-Void Synthesizer) · Watch on YouTube

youtube_video sxoVB6ey-ls · row sxoVB6ey-ls

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Millennium Escalator

Listed as Machine Girl – Millennium Escalator (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video t1grew31ah4 · row t1grew31ah4

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Heaven Central Authority (Mikey's Theme)

Listed as Machine Girl – Heaven Central Authority (Mikey's Theme) (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video tk-S5coVorQ · row tk-S5coVorQ

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Dispatch

Listed as Machine Girl – Dispatch (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video vEEFYi0SLNI · row vEEFYi0SLNI

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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.

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