YouTrained

Artist Universe on YouTube Music

Yes. Universe has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Pretty Face, Kurbstomp/Doom, Sakrifice (feat. Boost)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Pretty Face

Listed as Universe – Pretty Face (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video -4TPICGskpM · row -4TPICGskpM

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Kurbstomp/Doom

Listed as Universe – Kurbstomp/Doom (Karma) · Watch on YouTube

youtube_video -mVY2cItOc0 · row -mVY2cItOc0

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Sakrifice (feat. Boost)

Listed as Universe – Sakrifice (feat. Boost) (Sakrifice) · Watch on YouTube

youtube_video -z6sh50QimQ · row -z6sh50QimQ

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Internet Hoe

Listed as Universe – Internet Hoe (PURGATORY) · Watch on YouTube

youtube_video 0OZMDyWUWHE · row 0OZMDyWUWHE

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Hide Away

Listed as Universe – Hide Away (Hide Away) · Watch on YouTube

youtube_video 0sKtwaqeRc8 · row 0sKtwaqeRc8

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Dreamland

Listed as Universe – Dreamland (Dreamland) · Watch on YouTube

youtube_video 1oDBDYnhB0M · row 1oDBDYnhB0M

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Sonic Exe Introduction

Listed as Universe – Sonic Exe Introduction (Sonic Exe Lullabies) · Watch on YouTube

youtube_video 28sjJLHHaOU · row 28sjJLHHaOU

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Grave

Listed as Universe – Grave (Grave) · Watch on YouTube

youtube_video 2fkoFto47I8 · row 2fkoFto47I8

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Death Valley Intro

Listed as Universe – Death Valley Intro (Death Valley) · Watch on YouTube

youtube_video 30_OZfVi-lM · row 30_OZfVi-lM

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Talk Down (feat. kyszenn)

Listed as Universe – Talk Down (feat. kyszenn) (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video 3MxnIntlOWo · row 3MxnIntlOWo

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Nytemare

Listed as Universe – Nytemare (Nytemare) · Watch on YouTube

youtube_video 488hFdqMT3M · row 488hFdqMT3M

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Keep Talking (feat. removeface)

Listed as Universe – Keep Talking (feat. removeface) (Death Valley) · Watch on YouTube

youtube_video 4jLQgHmJByg · row 4jLQgHmJByg

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K2-18b/On me

Listed as Universe – K2-18b/On me (K2-18b/On me) · Watch on YouTube

youtube_video 5Y0b8G5evVI · row 5Y0b8G5evVI

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Disappear

Listed as Universe – Disappear (Disappear) · Watch on YouTube

youtube_video 6QTtfhrHntY · row 6QTtfhrHntY

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Etheral

Listed as Universe – Etheral (Death Valley) · Watch on YouTube

youtube_video BvHntToJU64 · row BvHntToJU64

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Bl00d

Listed as Universe – Bl00d (Bl00d) · Watch on YouTube

youtube_video Crp6y0mgVEk · row Crp6y0mgVEk

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Awakened

Listed as Universe – Awakened (Sonic Exe Lullabies) · Watch on YouTube

youtube_video EfFmnqMczEQ · row EfFmnqMczEQ

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Step Back

Listed as Universe – Step Back (Step Back) · Watch on YouTube

youtube_video JL4YzkuUkCY · row JL4YzkuUkCY

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Goodbye/Lyfetime

Listed as Universe – Goodbye/Lyfetime (Karma) · Watch on YouTube

youtube_video JN-on419SCU · row JN-on419SCU

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Red Hoez (feat. t2i)

Listed as Universe – Red Hoez (feat. t2i) (Red Hoez) · Watch on YouTube

youtube_video JxXSvI_tjng · row JxXSvI_tjng

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PRESHA (feat. removeface)

Listed as Universe – PRESHA (feat. removeface) (PRESHA) · Watch on YouTube

youtube_video K4akmauDMxg · row K4akmauDMxg

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Offended (feat. OOSKULLY)

Listed as Universe – Offended (feat. OOSKULLY) (Offended) · Watch on YouTube

youtube_video L29LYfClCbM · row L29LYfClCbM

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Dysfunctional

Listed as Universe – Dysfunctional (Dysfunctional) · Watch on YouTube

youtube_video N-RoGp0-ckY · row N-RoGp0-ckY

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I don't wanna know

Listed as Universe – I don't wanna know (Karma) · Watch on YouTube

youtube_video Orr1lkZVYBc · row Orr1lkZVYBc

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Dragonfly

Listed as Universe – Dragonfly (Death Valley) · Watch on YouTube

youtube_video P7usaqPJN4c · row P7usaqPJN4c

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Spiral (feat. removeface)

Listed as Universe – Spiral (feat. removeface) (Spiral) · Watch on YouTube

youtube_video RieabgA4Zi0 · row RieabgA4Zi0

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Happy Halloween Anthem

Listed as Universe – Happy Halloween Anthem (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video RyqF9QzP5jg · row RyqF9QzP5jg

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Fall

Listed as Universe – Fall (Lonely Star National Anthem) · Watch on YouTube

youtube_video S0K7K0ibtO8 · row S0K7K0ibtO8

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Human Dna (feat. rachyl)

Listed as Universe – Human Dna (feat. rachyl) (Death Valley) · Watch on YouTube

youtube_video UZtqefOex5w · row UZtqefOex5w

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Lay Low

Listed as Universe – Lay Low (Death Valley) · Watch on YouTube

youtube_video Ur4ceWdx6lQ · row Ur4ceWdx6lQ

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01010011011010000111010101110100001000000111010101110000 (RemoveFace)

Listed as Universe – 01010011011010000111010101110100001000000111010101110000 (RemoveFace) (01010011011010000111010101110100001000000111010101110000 (RemoveFace)) · Watch on YouTube

youtube_video VqfNbILilCY · row VqfNbILilCY

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Open Door

Listed as Universe – Open Door (Sonic Exe Lullabies) · Watch on YouTube

youtube_video WPqYY75D7IY · row WPqYY75D7IY

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Way Too Lit (feat. kyszenn)

Listed as Universe – Way Too Lit (feat. kyszenn) (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video XA-ulQfCcKk · row XA-ulQfCcKk

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Racing

Listed as Universe – Racing (Racing) · Watch on YouTube

youtube_video Y7raaU1yoZM · row Y7raaU1yoZM

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Maniac + Kopykat

Listed as Universe – Maniac + Kopykat (Sonic Exe Lullabies) · Watch on YouTube

youtube_video Yv4tx_zGFwQ · row Yv4tx_zGFwQ

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Kannot Trust

Listed as Universe – Kannot Trust (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video _QCPsM0BY_8 · row _QCPsM0BY_8

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Outta Style

Listed as Universe – Outta Style (Universe x Kyzenn Halloween Tape, Vol. 1) · Watch on YouTube

youtube_video _Uy2kANGY7E · row _Uy2kANGY7E

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m!ss

Listed as Universe – m!ss (Sonic Exe Lullabies) · Watch on YouTube

youtube_video d8yyhn7SGe0 · row d8yyhn7SGe0

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Kould give af

Listed as Universe – Kould give af (Karma) · Watch on YouTube

youtube_video dX-wZen2Ol0 · row dX-wZen2Ol0

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Sun Sacrifice

Listed as Universe – Sun Sacrifice (Sun Sacrifice) · Watch on YouTube

youtube_video gI17LKS28Ys · row gI17LKS28Ys

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Kreation

Listed as Universe – Kreation (Karma) · Watch on YouTube

youtube_video h4PsPtaComs · row h4PsPtaComs

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Stay Away Interlude

Listed as Universe – Stay Away Interlude (Sonic Exe Lullabies) · Watch on YouTube

youtube_video kaH-ylrKRIg · row kaH-ylrKRIg

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Hijack

Listed as Universe – Hijack (Sonic Exe Lullabies) · Watch on YouTube

youtube_video m6wjlEyE634 · row m6wjlEyE634

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Outta Pocket

Listed as Universe – Outta Pocket (Outta Pocket) · Watch on YouTube

youtube_video nlszHwFJ9dE · row nlszHwFJ9dE

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Backlash

Listed as Universe – Backlash (Sonic Exe Lullabies) · Watch on YouTube

youtube_video ogAh0L5mGSo · row ogAh0L5mGSo

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Klean4Real

Listed as Universe – Klean4Real (Klean4Real) · Watch on YouTube

youtube_video r0o_JxU1_b0 · row r0o_JxU1_b0

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Take it slow

Listed as Universe – Take it slow (Karma) · Watch on YouTube

youtube_video tsT5XiT55Bw · row tsT5XiT55Bw

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Succubus

Listed as Universe – Succubus (Succubus) · Watch on YouTube

youtube_video wqj-lzzLcaM · row wqj-lzzLcaM

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Unravel

Listed as Universe – Unravel (Karma) · Watch on YouTube

youtube_video zKME2I3isdM · row zKME2I3isdM

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Questions

Listed as Universe – Questions (Questions) · Watch on YouTube

youtube_video zTX2Sk_g2LA · row zTX2Sk_g2LA

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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?