YouTrained

Artist Perkulat0r on YouTube Music

Yes. Perkulat0r has 23 songs listed in a dataset used to train AI music models.

Used for training 23

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 Retroflux, Stimulizer, Drippy

Listed under the artist name 23 songs in LAION-DISCO-12M

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

Retroflux

Listed as Perkulat0r – Retroflux (Transcension) · Watch on YouTube

youtube_video 1AZb75bmiGg · row 1AZb75bmiGg

LAION-DISCO-12M

Stimulizer

Listed as Perkulat0r – Stimulizer (Stimulizer) · Watch on YouTube

youtube_video BDLDWrKLT44 · row BDLDWrKLT44

LAION-DISCO-12M

Drippy

Listed as Perkulat0r – Drippy (Abysmal) · Watch on YouTube

youtube_video C5b-dc-8mZE · row C5b-dc-8mZE

LAION-DISCO-12M

Zen

Listed as Perkulat0r – Zen (Eternal) · Watch on YouTube

youtube_video DUUw0b2mI3A · row DUUw0b2mI3A

LAION-DISCO-12M

Mellifluent

Listed as Perkulat0r – Mellifluent (Transcension) · Watch on YouTube

youtube_video F9TxSJ_ovro · row F9TxSJ_ovro

LAION-DISCO-12M

Badman

Listed as Perkulat0r – Badman (Sleeveless Warriors, Vol. 1) · Watch on YouTube

youtube_video Js8UvOAVCk0 · row Js8UvOAVCk0

LAION-DISCO-12M

Boderlines

Listed as Perkulat0r – Boderlines (Abysmal) · Watch on YouTube

youtube_video KQ8moNz6Lfk · row KQ8moNz6Lfk

LAION-DISCO-12M

Orbital

Listed as Perkulat0r – Orbital (Transcension) · Watch on YouTube

youtube_video MyQ5QAeTVDU · row MyQ5QAeTVDU

LAION-DISCO-12M

Get iLL (Perkulat0r Remix)

Listed as PartyWave, Perkulat0r, Perkulat0r – Get iLL (Perkulat0r Remix) (Banyan) · Watch on YouTube

youtube_video P9c_C3gG3dM · row P9c_C3gG3dM

LAION-DISCO-12M

Voyage

Listed as Perkulat0r – Voyage (Eternal) · Watch on YouTube

youtube_video QhiuT8HZRMg · row QhiuT8HZRMg

LAION-DISCO-12M

Ascension

Listed as Perkulat0r – Ascension (Transcension) · Watch on YouTube

youtube_video XgEiWmbUYY4 · row XgEiWmbUYY4

LAION-DISCO-12M

Mellifluent (CloZee Remix)

Listed as Perkulat0r – Mellifluent (CloZee Remix) (Transcension) · Watch on YouTube

youtube_video YFcG8M2bu_g · row YFcG8M2bu_g

LAION-DISCO-12M

Kinkao

Listed as Perkulat0r – Kinkao (Tales of Wakaan) · Watch on YouTube

youtube_video _TgfGVIIehs · row _TgfGVIIehs

LAION-DISCO-12M

Level Up

Listed as Perkulat0r – Level Up (Abysmal) · Watch on YouTube

youtube_video aQhRLvLb6R0 · row aQhRLvLb6R0

LAION-DISCO-12M

Outta Body

Listed as Perkulat0r, G-Space – Outta Body (Eternal) · Watch on YouTube

youtube_video bUomr3YXMco · row bUomr3YXMco

LAION-DISCO-12M

Moksha

Listed as Perkulat0r, Elevated Mind – Moksha (Crunksauce, Vol. III) · Watch on YouTube

youtube_video c4Br9ppysP0 · row c4Br9ppysP0

LAION-DISCO-12M

Omega

Listed as Drezza, Perkulat0r, Perkulat0r – Omega (Shadows, Vol. IV) · Watch on YouTube

youtube_video g_4G_JHHhuQ · row g_4G_JHHhuQ

LAION-DISCO-12M

Contact (Perkulat0r & GDubz Remix)

Listed as DIGITAL ETHOS, Perkulat0r, GDubz – Contact (Perkulat0r & GDubz Remix) (Contact (Perkulat0r & GDubz Remix)) · Watch on YouTube

youtube_video ihIROqoLL_Q · row ihIROqoLL_Q

LAION-DISCO-12M

Transcend (Dubvirus Remix)

Listed as Perkulat0r – Transcend (Dubvirus Remix) (Transcension) · Watch on YouTube

youtube_video mJ8uo1pYO9o · row mJ8uo1pYO9o

LAION-DISCO-12M

Deceptive

Listed as Perkulat0r – Deceptive (Virtus In Sonus III) · Watch on YouTube

youtube_video qQmu16deXUA · row qQmu16deXUA

LAION-DISCO-12M

Transcend

Listed as Perkulat0r – Transcend (Transcension) · Watch on YouTube

youtube_video tbVZTV2ha2c · row tbVZTV2ha2c

LAION-DISCO-12M

Bubbles

Listed as Perkulat0r – Bubbles (Crunksauce, Vol. V) · Watch on YouTube

youtube_video uIr_tzUDoNw · row uIr_tzUDoNw

LAION-DISCO-12M

Crushmode (feat. WET PAiNT)

Listed as Perkulat0r – Crushmode (feat. WET PAiNT) (Transcension) · Watch on YouTube

youtube_video y0E3MejK-Jg · row y0E3MejK-Jg

LAION-DISCO-12M

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?