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 Severed, Portland2, WTF

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.

Severed

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

youtube_video 0ELG7vKg_xY · row 0ELG7vKg_xY

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Portland2

Listed as Machine Girl – Portland2 (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video 3yphZYTiu2g · row 3yphZYTiu2g

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WTF

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

youtube_video 4SZKFgGfmjk · row 4SZKFgGfmjk

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Millennium Staircase

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

youtube_video 4ep94JoB7to · row 4ep94JoB7to

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Where Were You?

Listed as Machine Girl – Where Were You? (The Ugly Art) · Watch on YouTube

youtube_video 5zckGHsgMs8 · row 5zckGHsgMs8

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Holy Ground

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

youtube_video 6LRRK69X-zc · row 6LRRK69X-zc

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Be Not Afraid

Listed as Machine Girl – Be Not Afraid (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video EUhS3N7LXbg · row EUhS3N7LXbg

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Fist Bump (Yellow's Theme)

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

youtube_video FQbQZpk2yaQ · row FQbQZpk2yaQ

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Ringer of Bells

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

youtube_video KBukxUdagJk · row KBukxUdagJk

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Stained Glass

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

youtube_video KC1uRdS4uNY · row KC1uRdS4uNY

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Luciferian (Live)

Listed as Machine Girl – Luciferian (Live) (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video LvsYJVoF-PM · row LvsYJVoF-PM

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Mission Complete (Not Bad for a Dead Guy)

Listed as Machine Girl – Mission Complete (Not Bad for a Dead Guy) (Neon White Soundtrack Part 1 "The Wicked Heart") · Watch on YouTube

youtube_video UW66rsSH53k · row UW66rsSH53k

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A Decent Man

Listed as Machine Girl – A Decent Man (The Ugly Art) · Watch on YouTube

youtube_video WxD6FEN1LNI · row WxD6FEN1LNI

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Rumors

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

youtube_video XEktqAGmqKw · row XEktqAGmqKw

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Coin Flip

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

youtube_video YkyyDUZFqEE · row YkyyDUZFqEE

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Club Anxious (Machine Girl Remix)

Listed as Melted Bodies, Machine Girl – Club Anxious (Machine Girl Remix) (Club Anxious (Machine Girl Remix)) · Watch on YouTube

youtube_video _Ul8om96ETw · row _Ul8om96ETw

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Light in the Fog, Pt. 2

Listed as Machine Girl – Light in the Fog, Pt. 2 (Neon White Soundtrack Part 2 "The Burn That Cures") · Watch on YouTube

youtube_video a-oztzMlVho · row a-oztzMlVho

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Ohio3

Listed as Machine Girl – Ohio3 (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video c3oMFbGbYGU · row c3oMFbGbYGU

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Houston2

Listed as Machine Girl – Houston2 (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video cQG85rOYamM · row cQG85rOYamM

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Rude Interlude

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

youtube_video gP6uLSwS2G0 · row gP6uLSwS2G0

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Burden

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

youtube_video icPtND3Lcnc · row icPtND3Lcnc

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Apples & Honey

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

youtube_video jO3hp_bypzA · row jO3hp_bypzA

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Confession

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

youtube_video k78bolXvfq8 · row k78bolXvfq8

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Hidden Power (∞ x 235BPM Mix)

Listed as Machine Girl – Hidden Power (∞ x 235BPM Mix) (Gemini) · Watch on YouTube

youtube_video lFG6-iZTGSg · row lFG6-iZTGSg

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Club Anxious

Listed as Melted Bodies, Machine Girl – Club Anxious (Enjoy Yourself) · Watch on YouTube

youtube_video ooBBg0Hfm3A · row ooBBg0Hfm3A

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Ohio2

Listed as Machine Girl – Ohio2 (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video pUrYnnK6SP4 · row pUrYnnK6SP4

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Out of Bounds

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

youtube_video pVfLyBWUcnY · row pVfLyBWUcnY

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Ohio1

Listed as Machine Girl – Ohio1 (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video qS0papxDDWM · row qS0papxDDWM

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Mercy

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

youtube_video tPAvZw-r0pk · row tPAvZw-r0pk

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Kansas

Listed as Machine Girl – Kansas (Machine Girl / Five Star Hotel) · Watch on YouTube

youtube_video uw6qpdk9nLk · row uw6qpdk9nLk

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u x ∞ 1

Listed as Machine Girl – u x ∞ 1 (Gemini) · Watch on YouTube

youtube_video xNuHg0M9EOE · row xNuHg0M9EOE

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First Five Years of Life

Listed as Machine Girl – First Five Years of Life (The Ugly Art) · Watch on YouTube

youtube_video zdV_ECN54VE · row zdV_ECN54VE

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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.

Is this you?