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 Ebb and Flow (Deadbeat Remix), A Nice Place to Visit (X-RX Remix) (feat. X-RX), All Beauty Destroyed (XP8 Remix) (feat. XP8)

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.

Ebb and Flow (Deadbeat Remix)

Listed as Aesthetic Perfection – Ebb and Flow (Deadbeat Remix) (Into the Black (Deluxe Version)) · Watch on YouTube

youtube_video 2HonY-V_WXA · row 2HonY-V_WXA

LAION-DISCO-12M

A Nice Place to Visit (X-RX Remix) (feat. X-RX)

Listed as Aesthetic Perfection – A Nice Place to Visit (X-RX Remix) (feat. X-RX) (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video 75H_zYoSqGw · row 75H_zYoSqGw

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All Beauty Destroyed (XP8 Remix) (feat. XP8)

Listed as Aesthetic Perfection – All Beauty Destroyed (XP8 Remix) (feat. XP8) (All Beauty Destroyed (Deluxe)) · Watch on YouTube

youtube_video 7keio3Dxv1I · row 7keio3Dxv1I

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Antibody (Acoustic)

Listed as Aesthetic Perfection – Antibody (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video 8-lVHcllZiE · row 8-lVHcllZiE

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A Nice Place to Visit (Formalin Remix)

Listed as Aesthetic Perfection – A Nice Place to Visit (Formalin Remix) (Electrostorm, Vol. 4) · Watch on YouTube

youtube_video 8Ad4ZjiCZyQ · row 8Ad4ZjiCZyQ

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Devotion

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

youtube_video AIYVYsDaecA · row AIYVYsDaecA

LAION-DISCO-12M

Never Enough (Velvet Acid Christ Remix)

Listed as Aesthetic Perfection – Never Enough (Velvet Acid Christ Remix) (Never Enough) · Watch on YouTube

youtube_video AlaYYCWFZu8 · row AlaYYCWFZu8

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Love Like Lies (MXD BLD Remix)

Listed as Aesthetic Perfection – Love Like Lies (MXD BLD Remix) (Love Like Lies) · Watch on YouTube

youtube_video C2tizAp7IRI · row C2tizAp7IRI

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Big Bad Wolf (Ashbury Heights Remix)

Listed as Aesthetic Perfection – Big Bad Wolf (Ashbury Heights Remix) (Big Bad Wolf) · Watch on YouTube

youtube_video CuBxmVafZFE · row CuBxmVafZFE

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Party Monster (Deadbeat Remix)

Listed as Aesthetic Perfection – Party Monster (Deadbeat Remix) (Party Monster) · Watch on YouTube

youtube_video DMeCuS1toT0 · row DMeCuS1toT0

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Reset

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

youtube_video IA9CIDRXGjY · row IA9CIDRXGjY

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Big Bad Wolf (Skold Remix)

Listed as Aesthetic Perfection – Big Bad Wolf (Skold Remix) (Big Bad Wolf) · Watch on YouTube

youtube_video Jp_XlC4K8ZM · row Jp_XlC4K8ZM

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The Great Depression (Nachtmahr Remix) (feat. Nachtmahr)

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

youtube_video LDs4f3J4SYU · row LDs4f3J4SYU

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A New Drug (International Cartel Version) (feat. Chris Pohl, Javi Ssagittar, Julien Kidam & Maria Mar)

Listed as Aesthetic Perfection – A New Drug (International Cartel Version) (feat. Chris Pohl, Javi Ssagittar, Julien Kidam & Maria Mar) (A New Drug [International Cartel Version]) · Watch on YouTube

youtube_video LwAxYzVAbD4 · row LwAxYzVAbD4

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Love Like Lies (Auto Auto Remix)

Listed as Aesthetic Perfection – Love Like Lies (Auto Auto Remix) (Love Like Lies) · Watch on YouTube

youtube_video O0Qo_-jTQUw · row O0Qo_-jTQUw

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Relapse

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

youtube_video PEEV4d4Nxv4 · row PEEV4d4Nxv4

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Happy Face (Sad Face Remix) (feat. MXMS)

Listed as Aesthetic Perfection – Happy Face (Sad Face Remix) (feat. MXMS) (Happy Face) · Watch on YouTube

youtube_video PElHRwTKlt8 · row PElHRwTKlt8

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LAX (Kanga Remix)

Listed as Aesthetic Perfection – LAX (Kanga Remix) (LAX) · Watch on YouTube

youtube_video TGIM3bEdZSU · row TGIM3bEdZSU

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The Devil's in the Details (Modulate Remix)

Listed as Aesthetic Perfection – The Devil's in the Details (Modulate Remix) (The Devil's in the Details) · Watch on YouTube

youtube_video W0usPBvQ9rY · row W0usPBvQ9rY

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The Great Depression (Acoustic)

Listed as Aesthetic Perfection – The Great Depression (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video Xkm1_NO-1IU · row Xkm1_NO-1IU

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Dead Zone (SIERRA Remix)

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

youtube_video aaV6PNhbDrk · row aaV6PNhbDrk

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Inhuman (Imperative Reaction Remix) (feat. Imperative Reaction)

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

youtube_video caezderH-Zs · row caezderH-Zs

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Love Like Lies (Chvrn Remix)

Listed as Aesthetic Perfection – Love Like Lies (Chvrn Remix) (Love Like Lies) · Watch on YouTube

youtube_video hHtqtrPrLME · row hHtqtrPrLME

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The Ones (genCAB Mix)

Listed as Aesthetic Perfection – The Ones (genCAB Mix) (Electronic Saviors: Industrial Music To Cure Cancer) · Watch on YouTube

youtube_video hRr9_p3QBRI · row hRr9_p3QBRI

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Living the Wasted Life (Deadbeat Remix)

Listed as Aesthetic Perfection – Living the Wasted Life (Deadbeat Remix) (A Violent Emotion (Deluxe Edition 2024)) · Watch on YouTube

youtube_video iYXbKFhK78I · row iYXbKFhK78I

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Overcast

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

youtube_video iy5kJikEedg · row iy5kJikEedg

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Ersatz

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

youtube_video kSWy-854tsE · row kSWy-854tsE

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The Bitter Years (Mark G. Thwaite Remix)

Listed as Aesthetic Perfection – The Bitter Years (Mark G. Thwaite Remix) (The Devil's in the Details) · Watch on YouTube

youtube_video lR0cTHSvcus · row lR0cTHSvcus

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Dying in the Worst Way

Listed as Aesthetic Perfection – Dying in the Worst Way (Blood Spills Not Far From The Wound) · Watch on YouTube

youtube_video lTYPCFGQY78 · row lTYPCFGQY78

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Gravity (Liebknecht Remix) (feat. Liebknecht)

Listed as Aesthetic Perfection – Gravity (Liebknecht Remix) (feat. Liebknecht) (Gravity) · Watch on YouTube

youtube_video n2QR-cm7_Y4 · row n2QR-cm7_Y4

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Open Wound

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

youtube_video n4sIPdiSa5g · row n4sIPdiSa5g

LAION-DISCO-12M

Rhythm + Control (Out of Control Electro Mix) (feat. Nyxx)

Listed as Aesthetic Perfection – Rhythm + Control (Out of Control Electro Mix) (feat. Nyxx) (Into the Black (Deluxe Version)) · Watch on YouTube

youtube_video nHNk9XrTdPQ · row nHNk9XrTdPQ

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The Bitter Years (Shok Remix)

Listed as Aesthetic Perfection – The Bitter Years (Shok Remix) (The Devil's in the Details) · Watch on YouTube

youtube_video oN--I49QM-0 · row oN--I49QM-0

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Blood Runs Cold

Listed as Aesthetic Perfection – Blood Runs Cold (Blood Runs Cold) · Watch on YouTube

youtube_video p0d_BgWswCY · row p0d_BgWswCY

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The 11th Hour (Hocico Remix) (feat. Hocico)

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

youtube_video pb6FL1cqmRo · row pb6FL1cqmRo

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Devotion (Acoustic)

Listed as Aesthetic Perfection – Devotion (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video rGNFWEM_WHU · row rGNFWEM_WHU

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The Bitter Years (Straftanz Remix)

Listed as Aesthetic Perfection – The Bitter Years (Straftanz Remix) (The Devil's in the Details) · Watch on YouTube

youtube_video syrb_WRuCnk · row syrb_WRuCnk

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Human

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

youtube_video tE5wsQH234o · row tE5wsQH234o

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The Devil's in the Details (:Sitd: Remix)

Listed as Aesthetic Perfection – The Devil's in the Details (:Sitd: Remix) (The Devil's in the Details) · Watch on YouTube

youtube_video tTPqUseDew0 · row tTPqUseDew0

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Summer Goth (Soft Faith Remix) (feat. Soft Faith)

Listed as Aesthetic Perfection – Summer Goth (Soft Faith Remix) (feat. Soft Faith) (Summer Goth (Soft Faith Remix)) · Watch on YouTube

youtube_video v6-UzBX53yQ · row v6-UzBX53yQ

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Vapor (Acoustic)

Listed as Aesthetic Perfection – Vapor (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video wc6H48TKPXQ · row wc6H48TKPXQ

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Tomorrow (Acoustic)

Listed as Aesthetic Perfection – Tomorrow (Acoustic) (Imperfect (Acoustic)) · Watch on YouTube

youtube_video xfSSkMD-cxU · row xfSSkMD-cxU

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Inhuman (Acoustic)

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

youtube_video ytxBFjRFPwI · row ytxBFjRFPwI

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Hit the Streets (Whiteqube Remix) (feat. Whiteqube)

Listed as Aesthetic Perfection – Hit the Streets (Whiteqube Remix) (feat. Whiteqube) (Inhuman) · Watch on YouTube

youtube_video zEiLOYjU9As · row zEiLOYjU9As

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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.