YouTrained

Artist JOWST on YouTube Music

Yes. JOWST has 18 songs listed in a dataset used to train AI music models.

Used for training 18

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 Only Words, Roller Coaster Ride, Let Me Loose

Listed under the artist name 18 songs in LAION-DISCO-12M

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

Only Words

Listed as JOWST, Byron Williams Jr – Only Words (Let Me Loose) · Watch on YouTube

youtube_video 33x1FU5Xo6I · row 33x1FU5Xo6I

LAION-DISCO-12M

Roller Coaster Ride

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (Roller Coaster Ride) · Watch on YouTube

youtube_video 9djPe6S_JDw · row 9djPe6S_JDw

LAION-DISCO-12M

Let Me Loose

Listed as JOWST, Byron Williams Jr – Let Me Loose (Let Me Loose) · Watch on YouTube

youtube_video Clhmz4TD_HQ · row Clhmz4TD_HQ

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Good Vibes (Remix)

Listed as Nathan Trent, JOWST, AMBROS – Good Vibes (Remix) (Good Vibes (Remix)) · Watch on YouTube

youtube_video E_sozNf15rg · row E_sozNf15rg

LAION-DISCO-12M

Everybody Knows...

Listed as JOWST – Everybody Knows... (Everybody Knows...) · Watch on YouTube

youtube_video FkSNJFmwWrA · row FkSNJFmwWrA

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Roller Coaster Ride (BØN Remix)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (BØN Remix) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video G9ieyc_0vAY · row G9ieyc_0vAY

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Skinny Feels

Listed as JOWST, Hannah Gail – Skinny Feels (Skinny Feels) · Watch on YouTube

youtube_video LpsGckYcfPM · row LpsGckYcfPM

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Roller Coaster Ride (Instrumental)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (Instrumental) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video MCRDUN_aN3c · row MCRDUN_aN3c

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Rock the Hiphop

Listed as JOWST, Byron Williams Jr – Rock the Hiphop (Let Me Loose) · Watch on YouTube

youtube_video RvcuqaDpdMI · row RvcuqaDpdMI

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Roller Coaster Ride (LÖVI Remix)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (LÖVI Remix) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video asnhPjoBOB4 · row asnhPjoBOB4

LAION-DISCO-12M

Everybody Knows.. (WhatNot Remix)

Listed as JOWST – Everybody Knows.. (WhatNot Remix) (Everybody Knows.. (WhatNot Remix)) · Watch on YouTube

youtube_video bLV-GA-eegc · row bLV-GA-eegc

LAION-DISCO-12M

Roller Coaster Ride (Horacio Gracia Remix)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (Horacio Gracia Remix) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video c2gBS5Qt_x8 · row c2gBS5Qt_x8

LAION-DISCO-12M

Eternity

Listed as JOWST, Byron Williams Jr – Eternity (Let Me Loose) · Watch on YouTube

youtube_video dXlI9vkIMU0 · row dXlI9vkIMU0

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Roller Coaster Ride (iDYU Remix)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (iDYU Remix) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video dqMYyCCjJps · row dqMYyCCjJps

LAION-DISCO-12M

Everybody Knows... (Horacio Gracia Remix)

Listed as JOWST – Everybody Knows... (Horacio Gracia Remix) (Everybody Knows... (Horacio Gracia Remix)) · Watch on YouTube

youtube_video gtIwkMg7wj0 · row gtIwkMg7wj0

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Freaky for the Weekend

Listed as JOWST, Byron Williams Jr – Freaky for the Weekend (Freaky for the Weekend) · Watch on YouTube

youtube_video o9KvW2EAF7g · row o9KvW2EAF7g

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While It's Hot (feat. Mørland)

Listed as JOWST – While It's Hot (feat. Mørland) (While It's Hot) · Watch on YouTube

youtube_video uHMhfM0nd5A · row uHMhfM0nd5A

LAION-DISCO-12M

Roller Coaster Ride (W1NK0 Remix)

Listed as JOWST, Manel Navarro, Maria Celin – Roller Coaster Ride (W1NK0 Remix) (Roller Coaster Ride: the Skio Remix Collection) · Watch on YouTube

youtube_video xFcQXQhOIf4 · row xFcQXQhOIf4

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?