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 Consumption, Revenge, Top of the World (feat. Preme4l)

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.

Consumption

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

youtube_video -ZHtwoZem1I · row -ZHtwoZem1I

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Revenge

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

youtube_video 03_6wdYmkB0 · row 03_6wdYmkB0

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Top of the World (feat. Preme4l)

Listed as Universe – Top of the World (feat. Preme4l) (Top of the World) · Watch on YouTube

youtube_video 0e_IKZ0oklM · row 0e_IKZ0oklM

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DESTINY (feat. Novaxoxo)

Listed as Universe – DESTINY (feat. Novaxoxo) (DESTINY) · Watch on YouTube

youtube_video 36hh8iP6bJs · row 36hh8iP6bJs

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Stuck Up

Listed as Universe – Stuck Up (Stuck Up) · Watch on YouTube

youtube_video 3TGWA16r_pI · row 3TGWA16r_pI

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Drugs Outro

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

youtube_video 4JNwK0hHrD4 · row 4JNwK0hHrD4

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Crossover

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

youtube_video 4o3LXJS53Uc · row 4o3LXJS53Uc

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Knots (feat. Lecie)

Listed as Universe – Knots (feat. Lecie) (Knots) · Watch on YouTube

youtube_video 5FQEaH9teBM · row 5FQEaH9teBM

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Stardom

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

youtube_video 9AMToTYLVMw · row 9AMToTYLVMw

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Sexxx

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

youtube_video 9sTLGaxzDrg · row 9sTLGaxzDrg

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Midnight Kry

Listed as Universe – Midnight Kry (Midnight Kry) · Watch on YouTube

youtube_video BNrBM8smr10 · row BNrBM8smr10

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Society

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

youtube_video DjjSvXUk3as · row DjjSvXUk3as

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XP Introduction

Listed as Universe, Nuvfr – XP Introduction (Windows XP) · Watch on YouTube

youtube_video E4buRHyL7ow · row E4buRHyL7ow

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Poserz

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

youtube_video GHjXLJcWfnM · row GHjXLJcWfnM

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Triton

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

youtube_video ISHqrVrQwbU · row ISHqrVrQwbU

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End Me

Listed as Universe – End Me (PURGATORY) · Watch on YouTube

youtube_video KklXBmxRs6U · row KklXBmxRs6U

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My Bloody Love Letter

Listed as Universe – My Bloody Love Letter (My Bloody Love Letter) · Watch on YouTube

youtube_video MKNSLLM4GDE · row MKNSLLM4GDE

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Baller

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

youtube_video OYBjg1Q9J1k · row OYBjg1Q9J1k

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Sincere

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

youtube_video OdemPeik57o · row OdemPeik57o

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Can U Feel It

Listed as Winter Atlas, Universe – Can U Feel It (Can U Feel It) · Watch on YouTube

youtube_video Ov0xzqwRoBk · row Ov0xzqwRoBk

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Taste

Listed as Universe – Taste (PURGATORY) · Watch on YouTube

youtube_video QKGPufwEhAc · row QKGPufwEhAc

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Cash (feat. removeface)

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

youtube_video QvD2k0m7MnI · row QvD2k0m7MnI

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Toxic DNA

Listed as Universe – Toxic DNA (Toxic DNA) · Watch on YouTube

youtube_video TCDvlZJhYqY · row TCDvlZJhYqY

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Don't Let Go No More

Listed as Universe – Don't Let Go No More (Don't Let Go No More) · Watch on YouTube

youtube_video UUP1QFaYWfg · row UUP1QFaYWfg

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Nobody

Listed as Universe – Nobody (Nobody) · Watch on YouTube

youtube_video Ul5_3OvwDKQ · row Ul5_3OvwDKQ

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Backstabbd (feat. Donnie Katana)

Listed as Universe – Backstabbd (feat. Donnie Katana) (Backstabbd) · Watch on YouTube

youtube_video VRiPcGz2U5Y · row VRiPcGz2U5Y

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Pull up right now

Listed as Universe – Pull up right now (Pull up right now) · Watch on YouTube

youtube_video VXpX2x3rWP8 · row VXpX2x3rWP8

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Energetic Pull

Listed as Universe – Energetic Pull (Energetic Pull) · Watch on YouTube

youtube_video WCy5EgYi53c · row WCy5EgYi53c

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Crystal Ball

Listed as Universe – Crystal Ball (Crystal Ball) · Watch on YouTube

youtube_video YvswzLVkeiQ · row YvswzLVkeiQ

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Nu uh ! molly remix

Listed as Universe – Nu uh ! *molly remix* (Nu uh ! *molly remix*) · Watch on YouTube

youtube_video eBIUmA57tSY · row eBIUmA57tSY

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Mask

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

youtube_video hz8_HqweWn8 · row hz8_HqweWn8

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Temptations

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

youtube_video kRiWWKjA3k0 · row kRiWWKjA3k0

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better have a seat

Listed as Universe – better have a seat (better have a seat) · Watch on YouTube

youtube_video ktC9MPba_-c · row ktC9MPba_-c

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000

Listed as Universe – 000 (000) · Watch on YouTube

youtube_video miZttLb3SX4 · row miZttLb3SX4

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Star

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

youtube_video nBpDhVDVaZM · row nBpDhVDVaZM

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Wrist Shine Alt

Listed as Universe – Wrist Shine Alt (Death Valley) · Watch on YouTube

youtube_video nl9iCbT0BWA · row nl9iCbT0BWA

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I Kannot Sleep

Listed as Universe – I Kannot Sleep (PURGATORY) · Watch on YouTube

youtube_video oue42sfbjoQ · row oue42sfbjoQ

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Enchanted

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

youtube_video pOr0ttWW-tk · row pOr0ttWW-tk

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Mistreated

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

youtube_video qbNe2tNl8ns · row qbNe2tNl8ns

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Dead Body (feat. Izak)

Listed as Universe – Dead Body (feat. Izak) (Dead Body) · Watch on YouTube

youtube_video rhdgWq4smvc · row rhdgWq4smvc

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Strap (feat. Zenn)

Listed as Universe – Strap (feat. Zenn) (Strap) · Watch on YouTube

youtube_video rkCAnOhnXHE · row rkCAnOhnXHE

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Dragon Eye (feat. Boost)

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

youtube_video tRPc81aVuwI · row tRPc81aVuwI

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Accusations

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

youtube_video uCZX8-vlZ9o · row uCZX8-vlZ9o

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On Go

Listed as flow., Universe – On Go (Fashionably Uninvited) · Watch on YouTube

youtube_video uUf83zqa2gY · row uUf83zqa2gY

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Outta Luck

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

youtube_video xyQzuQ2eftE · row xyQzuQ2eftE

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Misbehavior

Listed as Universe, Nuvfr – Misbehavior (Windows XP) · Watch on YouTube

youtube_video yt9hENV6hQ4 · row yt9hENV6hQ4

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Stalker

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

youtube_video yuw-BPod1CM · row yuw-BPod1CM

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Glory

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

youtube_video yx9xJwuGDq8 · row yx9xJwuGDq8

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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.