YouTrained

Artist Singularity on YouTube Music

Yes. Singularity has 34 songs listed in a dataset used to train AI music models.

Used for training 34

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 Spunk, Space, Increment

Listed under the artist name 34 songs in LAION-DISCO-12M

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

Spunk

Listed as Singularity – Spunk (Spunk) · Watch on YouTube

youtube_video -UYoIZZ4s_4 · row -UYoIZZ4s_4

LAION-DISCO-12M

Space

Listed as Singularity – Space (Phoenix) · Watch on YouTube

youtube_video 1upvqKllq6c · row 1upvqKllq6c

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Increment

Listed as Singularity – Increment (Increment) · Watch on YouTube

youtube_video 3umLjQ8TjMw · row 3umLjQ8TjMw

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Rumpus

Listed as Singularity – Rumpus (Phoenix) · Watch on YouTube

youtube_video 41oSqYmfrPw · row 41oSqYmfrPw

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Voyage

Listed as Singularity – Voyage (Phoenix) · Watch on YouTube

youtube_video 5NCI8LaXPWU · row 5NCI8LaXPWU

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Ooh

Listed as Singularity – Ooh (Spunk) · Watch on YouTube

youtube_video 7_WMzc4VGJ0 · row 7_WMzc4VGJ0

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March

Listed as Singularity – March (Housten) · Watch on YouTube

youtube_video ArxxQO6ije0 · row ArxxQO6ije0

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Dissonant

Listed as Singularity – Dissonant (Dissonant) · Watch on YouTube

youtube_video EpD-lERlNAM · row EpD-lERlNAM

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March Of the Elephants

Listed as Singularity – March Of the Elephants (March Of the Elephants) · Watch on YouTube

youtube_video HXBinFMOQqU · row HXBinFMOQqU

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Mad Sounds (Rework)

Listed as Singularity – Mad Sounds (Rework) (Mad Sounds (Rework)) · Watch on YouTube

youtube_video IIfKBftySdo · row IIfKBftySdo

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Pump

Listed as Singularity – Pump (Phoenix) · Watch on YouTube

youtube_video JSHxm1YNsyc · row JSHxm1YNsyc

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Phoenix

Listed as Singularity – Phoenix (Phoenix) · Watch on YouTube

youtube_video MWR3I7mLlzU · row MWR3I7mLlzU

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Heart Attack

Listed as Singularity – Heart Attack (Heart Attack) · Watch on YouTube

youtube_video Mn9iNsPG8Qs · row Mn9iNsPG8Qs

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Chet

Listed as Singularity – Chet (Housten) · Watch on YouTube

youtube_video QKLJiKzQO7k · row QKLJiKzQO7k

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Ride

Listed as Singularity – Ride (Housten) · Watch on YouTube

youtube_video QNcIPpE47Uw · row QNcIPpE47Uw

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Distant

Listed as Singularity – Distant (Spunk) · Watch on YouTube

youtube_video RGKgihqVJoc · row RGKgihqVJoc

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Rooftop Sonata

Listed as Singularity – Rooftop Sonata (Rooftop Sonata) · Watch on YouTube

youtube_video S50qJeCkLY4 · row S50qJeCkLY4

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Ethereal Swing

Listed as Singularity – Ethereal Swing (Ethereal Swing) · Watch on YouTube

youtube_video TrpVMOxVyKo · row TrpVMOxVyKo

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You Are Alive

Listed as Singularity – You Are Alive (Housten) · Watch on YouTube

youtube_video _vs_MDTEHeg · row _vs_MDTEHeg

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Ripple

Listed as Singularity – Ripple (Ripple) · Watch on YouTube

youtube_video cTbQtxAdjBA · row cTbQtxAdjBA

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Home

Listed as Singularity – Home (Spunk) · Watch on YouTube

youtube_video ig--T0PFSJ8 · row ig--T0PFSJ8

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Human Infection

Listed as Singularity – Human Infection (Housten) · Watch on YouTube

youtube_video jB_BFPu8W90 · row jB_BFPu8W90

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Wobbly

Listed as Singularity – Wobbly (Housten) · Watch on YouTube

youtube_video jQ8U-oLh8do · row jQ8U-oLh8do

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One

Listed as Singularity – One (Spunk) · Watch on YouTube

youtube_video lbWZzw7-56g · row lbWZzw7-56g

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Overload

Listed as Singularity – Overload (Housten) · Watch on YouTube

youtube_video lglK-ivO-Yg · row lglK-ivO-Yg

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Incoming Transmission

Listed as Singularity – Incoming Transmission (Housten) · Watch on YouTube

youtube_video m4jnbPWkR1E · row m4jnbPWkR1E

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Hyperspeed

Listed as Singularity – Hyperspeed (Spunk) · Watch on YouTube

youtube_video mhIz08tfM2w · row mhIz08tfM2w

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Housten

Listed as Singularity – Housten (Housten) · Watch on YouTube

youtube_video nhagb6sJl5U · row nhagb6sJl5U

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Heartbeat

Listed as Singularity – Heartbeat (Housten) · Watch on YouTube

youtube_video r6QDD586AOw · row r6QDD586AOw

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Walker

Listed as Singularity – Walker (Phoenix) · Watch on YouTube

youtube_video rbUl6dS7uyo · row rbUl6dS7uyo

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Ducks

Listed as Singularity – Ducks (Phoenix) · Watch on YouTube

youtube_video s_Xh51lrsGY · row s_Xh51lrsGY

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Acid

Listed as Singularity – Acid (Phoenix) · Watch on YouTube

youtube_video wMZEUJdy_68 · row wMZEUJdy_68

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Acid Walk

Listed as Singularity – Acid Walk (Acid Walk) · Watch on YouTube

youtube_video wNELQBB5TWs · row wNELQBB5TWs

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Mad Sounds

Listed as Singularity – Mad Sounds (Spunk) · Watch on YouTube

youtube_video yJwL4Hc0XwI · row yJwL4Hc0XwI

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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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