YouTrained

Artist FREZ EPEK on YouTube Music

Yes. FREZ EPEK has 29 songs listed in a dataset used to train AI music models.

Used for training 29

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 Walkin in L.a., Plasma, Esoterica 3

Listed under the artist name 29 songs in LAION-DISCO-12M

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

Walkin in L.a.

Listed as FREZ EPEK – Walkin in L.a. (Metatron's Cube) · Watch on YouTube

youtube_video -AHxltNap_0 · row -AHxltNap_0

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Plasma

Listed as FREZ EPEK – Plasma (Plasma) · Watch on YouTube

youtube_video 1sLwvZBW78I · row 1sLwvZBW78I

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Esoterica 3

Listed as FREZ EPEK – Esoterica 3 (Space Angels, Pt. 1) · Watch on YouTube

youtube_video 65ETFLchGlU · row 65ETFLchGlU

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Electronica

Listed as FREZ EPEK – Electronica (Labrynth Revisited) · Watch on YouTube

youtube_video 9GQpRTgJWq0 · row 9GQpRTgJWq0

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Hologram

Listed as FREZ EPEK – Hologram (Metatron's Cube) · Watch on YouTube

youtube_video DyqDEMdGdAA · row DyqDEMdGdAA

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Open Up

Listed as FREZ EPEK – Open Up (Metatron's Cube) · Watch on YouTube

youtube_video E-8-yri4feg · row E-8-yri4feg

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CIA (Crime in America)

Listed as FREZ EPEK – CIA (Crime in America) (Labrynth Revisited) · Watch on YouTube

youtube_video HG7z2UREF00 · row HG7z2UREF00

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A Plus

Listed as FREZ EPEK – A Plus (Space Angels, Pt. 1) · Watch on YouTube

youtube_video HkrM2X7Piqw · row HkrM2X7Piqw

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Mad Black Cats

Listed as FREZ EPEK – Mad Black Cats (Space Angels, Pt. 1) · Watch on YouTube

youtube_video Q27rCM1vsmI · row Q27rCM1vsmI

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Shadows

Listed as FREZ EPEK – Shadows (Labrynth Revisited) · Watch on YouTube

youtube_video QEJMfOOgC60 · row QEJMfOOgC60

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Witch Doctor

Listed as FREZ EPEK – Witch Doctor (Metatron's Cube) · Watch on YouTube

youtube_video S0VyjKL8mos · row S0VyjKL8mos

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Esoterica

Listed as FREZ EPEK – Esoterica (Esoterica) · Watch on YouTube

youtube_video W5U1JiAc9sQ · row W5U1JiAc9sQ

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Stargazer

Listed as FREZ EPEK – Stargazer (Metatron's Cube) · Watch on YouTube

youtube_video X1TStcIzrO0 · row X1TStcIzrO0

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Transforming, Pt. 2

Listed as FREZ EPEK – Transforming, Pt. 2 (Space Angels, Pt. 1) · Watch on YouTube

youtube_video a7GwJN55T7c · row a7GwJN55T7c

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Pod #5

Listed as FREZ EPEK – Pod #5 (Space Angels, Pt. 1) · Watch on YouTube

youtube_video cfHTianEZvg · row cfHTianEZvg

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Cyclopz

Listed as FREZ EPEK – Cyclopz (Metatron's Cube) · Watch on YouTube

youtube_video ew6Q6MM4U5U · row ew6Q6MM4U5U

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King Tone

Listed as FREZ EPEK – King Tone (Space Angels, Pt. 1) · Watch on YouTube

youtube_video jU0Of7j67uA · row jU0Of7j67uA

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Sic n Stoned

Listed as FREZ EPEK – Sic n Stoned (Labrynth Revisited) · Watch on YouTube

youtube_video jk_7tndLP5w · row jk_7tndLP5w

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The Grand Inquisitor

Listed as FREZ EPEK – The Grand Inquisitor (Metatron's Cube) · Watch on YouTube

youtube_video k5qpKPt7XRw · row k5qpKPt7XRw

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The Beast

Listed as FREZ EPEK – The Beast (Labrynth Revisited) · Watch on YouTube

youtube_video kPj3IL-VYXY · row kPj3IL-VYXY

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The Big Top (Carnival) Kgb

Listed as FREZ EPEK & Dr Deadrock – The Big Top (Carnival) Kgb (Metatron's Cube) · Watch on YouTube

youtube_video lwv7BweooFE · row lwv7BweooFE

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The Manifestation of Time

Listed as FREZ EPEK – The Manifestation of Time (Space Angels, Pt. 1) · Watch on YouTube

youtube_video maEDyvigOPU · row maEDyvigOPU

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Ancient Aliens

Listed as FREZ EPEK – Ancient Aliens (Metatron's Cube) · Watch on YouTube

youtube_video mk8eIMoEpCA · row mk8eIMoEpCA

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One Person

Listed as FREZ EPEK – One Person (Labrynth Revisited) · Watch on YouTube

youtube_video ngzBzJPjiqs · row ngzBzJPjiqs

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The Shift

Listed as FREZ EPEK – The Shift (The Shift) · Watch on YouTube

youtube_video ox17TvLKxuE · row ox17TvLKxuE

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Mystery Babylon

Listed as FREZ EPEK – Mystery Babylon (Labrynth Revisited) · Watch on YouTube

youtube_video pLPQnOu7d_M · row pLPQnOu7d_M

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Metatron's Cube

Listed as FREZ EPEK – Metatron's Cube (Metatron's Cube) · Watch on YouTube

youtube_video q7BWu5FmC8k · row q7BWu5FmC8k

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Melanin Monroe

Listed as FREZ EPEK – Melanin Monroe (Space Angels, Pt. 1) · Watch on YouTube

youtube_video qfhb_EsUAHI · row qfhb_EsUAHI

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Make Believe

Listed as FREZ EPEK – Make Believe (Metatron's Cube) · Watch on YouTube

youtube_video upAXzjv9Vzw · row upAXzjv9Vzw

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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.

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