Artist Aesthetic Perfection on YouTube Music

Yes. Aesthetic Perfection has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Elements, S E X (Moris Blak Remix) (feat. Moris Blak), Hit the Streets

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Elements

Listed as Aesthetic Perfection – Elements (Blood Spills Not Far From The Wound) · Watch on YouTube

youtube_video -XIPEdcPx9k · row -XIPEdcPx9k

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S E X (Moris Blak Remix) (feat. Moris Blak)

Listed as Aesthetic Perfection – S E X (Moris Blak Remix) (feat. Moris Blak) (S E X) · Watch on YouTube

youtube_video 1gxfmtvC0sk · row 1gxfmtvC0sk

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Hit the Streets

Listed as Aesthetic Perfection – Hit the Streets (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video 1iiMatpr7n0 · row 1iiMatpr7n0

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Filthy Design

Listed as Aesthetic Perfection – Filthy Design (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video 2aV9qq8BXcY · row 2aV9qq8BXcY

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Dead of Night

Listed as Aesthetic Perfection – Dead of Night (Cellar Sessions) · Watch on YouTube

youtube_video 3ccHktZFiJs · row 3ccHktZFiJs

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We Wake Up (feat. Jinxx & Wesenberg)

Listed as Aesthetic Perfection – We Wake Up (feat. Jinxx & Wesenberg) (Into the Black) · Watch on YouTube

youtube_video 3jdoc9DzKCY · row 3jdoc9DzKCY

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Showtime

Listed as Aesthetic Perfection – Showtime ('Til Death) · Watch on YouTube

youtube_video 3klu2lc-W1w · row 3klu2lc-W1w

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Fix

Listed as Aesthetic Perfection – Fix (Close to Human) · Watch on YouTube

youtube_video 9kPqU90FcSo · row 9kPqU90FcSo

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Death Rattle

Listed as Aesthetic Perfection – Death Rattle ('Til Death) · Watch on YouTube

youtube_video A_YXfg0rOm0 · row A_YXfg0rOm0

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Inhuman (Combichrist Remix) (feat. Combichrist)

Listed as Aesthetic Perfection – Inhuman (Combichrist Remix) (feat. Combichrist) (Inhuman) · Watch on YouTube

youtube_video BeAPmANEw6g · row BeAPmANEw6g

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YOLO

Listed as Aesthetic Perfection – YOLO (Into the Black) · Watch on YouTube

youtube_video BpxRbZcAa-Y · row BpxRbZcAa-Y

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Architect

Listed as Aesthetic Perfection – Architect (Close to Human) · Watch on YouTube

youtube_video CVGzAx1qR5E · row CVGzAx1qR5E

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BETRAYER

Listed as Aesthetic Perfection, Moris Blak – BETRAYER (BETRAYER) · Watch on YouTube

youtube_video G8YOJJFIKq0 · row G8YOJJFIKq0

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Pet Sematary

Listed as Aesthetic Perfection – Pet Sematary (Pet Sematary) · Watch on YouTube

youtube_video Hqwki1VeUOU · row Hqwki1VeUOU

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Living the Wasted Life (Machineries Mix)

Listed as Aesthetic Perfection – Living the Wasted Life (Machineries Mix) (Machineries of Joy (Vol. 4)) · Watch on YouTube

youtube_video JPT3QNocu0I · row JPT3QNocu0I

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Surface

Listed as Aesthetic Perfection – Surface (Close to Human) · Watch on YouTube

youtube_video JV6N4ozD8dU · row JV6N4ozD8dU

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One and Only

Listed as Aesthetic Perfection – One and Only (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video L-8TgqhIAu8 · row L-8TgqhIAu8

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Never Enough (Solar Fake Remix)

Listed as Aesthetic Perfection – Never Enough (Solar Fake Remix) (Never Enough) · Watch on YouTube

youtube_video L9aLqEeEVo0 · row L9aLqEeEVo0

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Happily Ever After

Listed as Aesthetic Perfection – Happily Ever After ('Til Death) · Watch on YouTube

youtube_video M__LRGbhM4c · row M__LRGbhM4c

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Big Bad Wolf (Acoustic)

Listed as Aesthetic Perfection – Big Bad Wolf (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video Mo-z7fJoRgM · row Mo-z7fJoRgM

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Tomorrow

Listed as Aesthetic Perfection – Tomorrow (Blood Spills Not Far From The Wound) · Watch on YouTube

youtube_video Nq4vE4k_biY · row Nq4vE4k_biY

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Celebrity Sin

Listed as Aesthetic Perfection – Celebrity Sin (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video OFRJBPDHNBE · row OFRJBPDHNBE

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Inhuman

Listed as Aesthetic Perfection – Inhuman (Inhuman) · Watch on YouTube

youtube_video OGTrlKux15o · row OGTrlKux15o

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Motherfucker

Listed as Aesthetic Perfection – Motherfucker (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video PxpB_iIwujk · row PxpB_iIwujk

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No Boys Allowed (Empirion Club Edit)

Listed as Aesthetic Perfection – No Boys Allowed (Empirion Club Edit) (No Boys Allowed (Empirion Remix)) · Watch on YouTube

youtube_video Q82Cax5HhNE · row Q82Cax5HhNE

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A New Drug

Listed as Aesthetic Perfection – A New Drug (A New Drug) · Watch on YouTube

youtube_video QJpHkp5gV8Y · row QJpHkp5gV8Y

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Oh, Gloria!

Listed as Aesthetic Perfection – Oh, Gloria! ('Til Death) · Watch on YouTube

youtube_video Sbbl4__e6D8 · row Sbbl4__e6D8

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When the Party's Over

Listed as Aesthetic Perfection – When the Party's Over (Cellar Sessions) · Watch on YouTube

youtube_video Tq25aqm8ufo · row Tq25aqm8ufo

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Rhythm + Control (Third Realm Remix)

Listed as Aesthetic Perfection – Rhythm + Control (Third Realm Remix) (Electronic Saviors: Industrial Music To Cure Cancer Volume V: Remembrance) · Watch on YouTube

youtube_video VsL9JblcV7E · row VsL9JblcV7E

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The 11th Hour

Listed as Aesthetic Perfection – The 11th Hour (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video WBOiDHYYNTY · row WBOiDHYYNTY

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Arsenic On the Rocks

Listed as Aesthetic Perfection – Arsenic On the Rocks (A Violent Emotion) · Watch on YouTube

youtube_video Y89O68ip0gU · row Y89O68ip0gU

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If I Die (feat. Jinxx)

Listed as Aesthetic Perfection – If I Die (feat. Jinxx) (Into the Black) · Watch on YouTube

youtube_video YUGQ9vi62nk · row YUGQ9vi62nk

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Dark Ages

Listed as Aesthetic Perfection – Dark Ages (Into the Black (Deluxe Version)) · Watch on YouTube

youtube_video ZRFXvw2byMI · row ZRFXvw2byMI

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Weaponized

Listed as Aesthetic Perfection – Weaponized (Into the Black (Deluxe Version)) · Watch on YouTube

youtube_video afCnc1D9YiA · row afCnc1D9YiA

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DAF

Listed as Aesthetic Perfection – DAF (Inhuman) · Watch on YouTube

youtube_video bP8BRMP8mO8 · row bP8BRMP8mO8

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Coward

Listed as Aesthetic Perfection – Coward (Close to Human) · Watch on YouTube

youtube_video c3bMuRFG_-w · row c3bMuRFG_-w

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Vapor

Listed as Aesthetic Perfection – Vapor (Blood Spills Not Far From The Wound) · Watch on YouTube

youtube_video cEzJkeyVkts · row cEzJkeyVkts

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Dead Zone

Listed as Aesthetic Perfection – Dead Zone (Dead Zone) · Watch on YouTube

youtube_video ckhWYbOFbTE · row ckhWYbOFbTE

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Lovesick

Listed as Aesthetic Perfection – Lovesick ('Til Death) · Watch on YouTube

youtube_video crgxlNJYt3o · row crgxlNJYt3o

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For All the Lost

Listed as Aesthetic Perfection – For All the Lost (Blood Spills Not Far From The Wound) · Watch on YouTube

youtube_video cydRwj7K1qU · row cydRwj7K1qU

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Summer Goth (Summer of '24 Version)

Listed as Aesthetic Perfection – Summer Goth (Summer of '24 Version) (Summer Goth (Summer of '24 Version)) · Watch on YouTube

youtube_video diZHShvnmE4 · row diZHShvnmE4

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Lonesome Ghosts

Listed as Aesthetic Perfection – Lonesome Ghosts (Lonesome Ghosts) · Watch on YouTube

youtube_video fuWoQ_-w2Qs · row fuWoQ_-w2Qs

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The Little Death

Listed as Aesthetic Perfection – The Little Death (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video h6yO8A8y5c0 · row h6yO8A8y5c0

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She Drives Me Crazy

Listed as Aesthetic Perfection – She Drives Me Crazy (A Nice Place to Destroy) · Watch on YouTube

youtube_video k1V2mQFSl7U · row k1V2mQFSl7U

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Spit it Out (Grendel Remix) (feat. Grendel)

Listed as Aesthetic Perfection – Spit it Out (Grendel Remix) (feat. Grendel) (A Violent Emotion (Deluxe Edition 2024)) · Watch on YouTube

youtube_video krXNW_2Y750 · row krXNW_2Y750

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Mourning Doves (feat. Jinxx)

Listed as Aesthetic Perfection – Mourning Doves (feat. Jinxx) (Into the Black) · Watch on YouTube

youtube_video m2BMsyX-MIc · row m2BMsyX-MIc

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Lockdown (feat. Chemical Sweet Kid)

Listed as Aesthetic Perfection – Lockdown (feat. Chemical Sweet Kid) (Lockdown) · Watch on YouTube

youtube_video mjpmrib8pDg · row mjpmrib8pDg

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The Siren (Faderhead Remix) (feat. Faderhead)

Listed as Aesthetic Perfection – The Siren (Faderhead Remix) (feat. Faderhead) (A Violent Emotion (Deluxe Edition 2024)) · Watch on YouTube

youtube_video tfxYCU8tWbs · row tfxYCU8tWbs

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Angels and Kings

Listed as Aesthetic Perfection – Angels and Kings (Into the Black (Deluxe Version)) · Watch on YouTube

youtube_video y0elgT32Rxw · row y0elgT32Rxw

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The Violence

Listed as Aesthetic Perfection – The Violence (A Violent Emotion) · Watch on YouTube

youtube_video yOgyv7TZF9c · row yOgyv7TZF9c

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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.