YouTrained

Artist OCS on YouTube Music

Yes. OCS has 139 songs listed in a dataset used to train AI music models.

Used for training 139

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 Time Tuner (Live), Untitled 18, Genghis

Listed under the artist name 139 songs in LAION-DISCO-12M

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

Time Tuner (Live)

Listed as OCS – Time Tuner (Live) (Live in San Francisco) · Watch on YouTube

youtube_video -nOBgqz_6RM · row -nOBgqz_6RM

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Untitled 18

Listed as OCS – Untitled 18 (OCS: 18 Reasons to Love Your Hater to Death) · Watch on YouTube

youtube_video 2snoyBrT_JE · row 2snoyBrT_JE

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Genghis

Listed as Wickaman, Ocs – Genghis (Wickaman Presents: Bugged Out) · Watch on YouTube

youtube_video 3IUsfya3qCI · row 3IUsfya3qCI

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Untitled 24

Listed as OCS – Untitled 24 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video 3ssw-72s0vw · row 3ssw-72s0vw

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On & On Corridor (Live)

Listed as OCS – On & On Corridor (Live) (Live in San Francisco) · Watch on YouTube

youtube_video 4ifWE9y_mLg · row 4ifWE9y_mLg

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By the Neck

Listed as OCS – By the Neck (Pablo Escobar - EP) · Watch on YouTube

youtube_video 4nl8xi8bjh4 · row 4nl8xi8bjh4

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The Baron Sleeps (Live)

Listed as OCS – The Baron Sleeps (Live) (Live in San Francisco) · Watch on YouTube

youtube_video 5CXdOfLERVY · row 5CXdOfLERVY

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Dreadful Day (Live)

Listed as OCS – Dreadful Day (Live) (Live in San Francisco) · Watch on YouTube

youtube_video 5i7ohnFf3Co · row 5i7ohnFf3Co

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Untitled 32

Listed as OCS – Untitled 32 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video 6Xm0IZ4Vy8I · row 6Xm0IZ4Vy8I

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Famous

Listed as OCS, Jonna Fraser – Famous (SCOFIELD) · Watch on YouTube

youtube_video 6uIJiU7ZDmg · row 6uIJiU7ZDmg

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Untitled 3

Listed as OCS – Untitled 3 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video 6vL9EmsE7vk · row 6vL9EmsE7vk

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Untitled 15

Listed as OCS – Untitled 15 (OCS: 18 Reasons to Love Your Hater to Death) · Watch on YouTube

youtube_video 96FlIjn6_2g · row 96FlIjn6_2g

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Untitled 20

Listed as OCS – Untitled 20 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video BBb2i0Ma3fM · row BBb2i0Ma3fM

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Untitled 27

Listed as OCS – Untitled 27 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video DpvKUvPsSJA · row DpvKUvPsSJA

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Untitled 10

Listed as OCS – Untitled 10 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video FPieKH_nfLY · row FPieKH_nfLY

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Untitled 16

Listed as OCS – Untitled 16 (OCS: 18 Reasons to Love Your Hater to Death) · Watch on YouTube

youtube_video GAhE_dfvdN8 · row GAhE_dfvdN8

LAION-DISCO-12M

Untitled 29

Listed as OCS – Untitled 29 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video KVOV4IQFcPo · row KVOV4IQFcPo

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Cookie Destroyer

Listed as OCS – Cookie Destroyer (OCS 4: Get Stoved) · Watch on YouTube

youtube_video LzhjissOnIo · row LzhjissOnIo

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Lift a Finger (Live)

Listed as OCS – Lift a Finger (Live) (Live in San Francisco) · Watch on YouTube

youtube_video Nsj5jnMaFRg · row Nsj5jnMaFRg

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Neighbor Ton None (Live)

Listed as OCS – Neighbor Ton None (Live) (Live in San Francisco) · Watch on YouTube

youtube_video Onw3Kfstp7s · row Onw3Kfstp7s

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Untitled 33

Listed as OCS – Untitled 33 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video Qn5DhDXt9ys · row Qn5DhDXt9ys

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Untitled 22

Listed as OCS – Untitled 22 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video S4aeEPj3Hh4 · row S4aeEPj3Hh4

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Untitled 23

Listed as OCS – Untitled 23 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video WNtSVrpZ0GU · row WNtSVrpZ0GU

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Untitled 9

Listed as OCS – Untitled 9 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video XEgLFZWfoo0 · row XEgLFZWfoo0

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The Fool (Live)

Listed as OCS – The Fool (Live) (Live in San Francisco) · Watch on YouTube

youtube_video XoXxN7N2zvQ · row XoXxN7N2zvQ

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The Chopping Block (Live)

Listed as OCS – The Chopping Block (Live) (Live in San Francisco) · Watch on YouTube

youtube_video _vmgBbtQjiM · row _vmgBbtQjiM

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Iceburg (Live)

Listed as OCS – Iceburg (Live) (Live in San Francisco) · Watch on YouTube

youtube_video fZCJYOTfWqo · row fZCJYOTfWqo

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Untitled 26

Listed as OCS – Untitled 26 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video gH19TTUiMLs · row gH19TTUiMLs

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Kwako

Listed as OCS – Kwako (Kwako) · Watch on YouTube

youtube_video h97AW36DG_0 · row h97AW36DG_0

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Untitled 11

Listed as OCS – Untitled 11 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video j1z-PbWBXco · row j1z-PbWBXco

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Untitled 15

Listed as OCS – Untitled 15 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video k1XGaCFOcVw · row k1XGaCFOcVw

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Get It

Listed as OCS – Get It (Pablo Escobar - EP) · Watch on YouTube

youtube_video l--VO8oVxes · row l--VO8oVxes

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Toppy Toppy

Listed as OCS – Toppy Toppy (Pablo Escobar - EP) · Watch on YouTube

youtube_video mi1cUsi9TsU · row mi1cUsi9TsU

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Untitled 7

Listed as OCS – Untitled 7 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video oaPlkJ6BExs · row oaPlkJ6BExs

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Untitled 8

Listed as OCS – Untitled 8 (OCS: 18 Reasons to Love Your Hater to Death) · Watch on YouTube

youtube_video p0eZSWny-f4 · row p0eZSWny-f4

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Untitled 12

Listed as OCS – Untitled 12 (OCS: 18 Reasons to Love Your Hater to Death) · Watch on YouTube

youtube_video r-wHQzozhHc · row r-wHQzozhHc

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Pablo Escobar

Listed as OCS – Pablo Escobar (Pablo Escobar - EP) · Watch on YouTube

youtube_video r1h8vqV3vQo · row r1h8vqV3vQo

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Untitled 25

Listed as OCS – Untitled 25 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video uiZWcSLYxOA · row uiZWcSLYxOA

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Untitled 2

Listed as OCS – Untitled 2 (OCS: 35 Reasons Why Life Goes on Without You) · Watch on YouTube

youtube_video y8TjPjvIbXE · row y8TjPjvIbXE

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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.

Is this you?