YouTrained

Artist TWERL on YouTube Music

Yes. TWERL has 27 songs listed in a dataset used to train AI music models.

Used for training 27

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 Wasted Time, Old Skool, Wasted Time

Listed under the artist name 27 songs in LAION-DISCO-12M

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

Wasted Time

Listed as Max Styler, TWERL – Wasted Time (Wasted Time) · Watch on YouTube

youtube_video -eXlZ7dJbU4 · row -eXlZ7dJbU4

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Old Skool

Listed as Dabow, TWERL – Old Skool (Old Skool) · Watch on YouTube

youtube_video 0omow-n1dd4 · row 0omow-n1dd4

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Wasted Time

Listed as Max Styler, TWERL – Wasted Time (Wasted Time ) · Watch on YouTube

youtube_video 2choBgK1J0Q · row 2choBgK1J0Q

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Paradise (feat. Lost Boy)

Listed as Luude, TWERL – Paradise (feat. Lost Boy) (Paradise) · Watch on YouTube

youtube_video 2qRwxnyq5LA · row 2qRwxnyq5LA

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Pain

Listed as SLUMBERJACK, Twerl, Josh Pan – Pain (DICHOTOMY) · Watch on YouTube

youtube_video 2s5k960wa4I · row 2s5k960wa4I

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Stay

Listed as TWERL – Stay (Stay) · Watch on YouTube

youtube_video 3AJlxyH2W6E · row 3AJlxyH2W6E

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Reverse (feat. Anuka)

Listed as TWERL – Reverse (feat. Anuka) (Reverse) · Watch on YouTube

youtube_video 4Y4e0QDGmUw · row 4Y4e0QDGmUw

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Feel No Pain (feat. Tima Dee)

Listed as TWERL – Feel No Pain (feat. Tima Dee) (Feel No Pain) · Watch on YouTube

youtube_video 6HuIFOwrnJs · row 6HuIFOwrnJs

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Take 'Em Out

Listed as Virus Syndicate, TWERL – Take 'Em Out (DEADSICK) · Watch on YouTube

youtube_video 6JShroxS6zg · row 6JShroxS6zg

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Killerz

Listed as TWERL – Killerz (Killerz) · Watch on YouTube

youtube_video 7caCGtraYg0 · row 7caCGtraYg0

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Fortify (Mix Cut)

Listed as Holly x TWERL, TWERL – Fortify (Mix Cut) (Armada Trice presents Carl Nunes - Limitless Mix) · Watch on YouTube

youtube_video BZ_jreXBtEU · row BZ_jreXBtEU

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Hot Head

Listed as TWERL, ÆTERNA – Hot Head (Hot Head) · Watch on YouTube

youtube_video Bq_CCelPHzQ · row Bq_CCelPHzQ

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Ruff

Listed as TWERL, (dreamchild) – Ruff (Ruff) · Watch on YouTube

youtube_video GlQ4IWIYVTA · row GlQ4IWIYVTA

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Snapshot (feat. NKOLO)

Listed as TWERL, Jumrak – Snapshot (feat. NKOLO) (Snapshot) · Watch on YouTube

youtube_video UhZJ2J1x5do · row UhZJ2J1x5do

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Night Rider

Listed as TWERL, Heimanu – Night Rider (Night Rider) · Watch on YouTube

youtube_video W1xYgLX84Yo · row W1xYgLX84Yo

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Nobody

Listed as TWERL – Nobody (Nobody) · Watch on YouTube

youtube_video WhkxwIcPkkU · row WhkxwIcPkkU

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Anomaly

Listed as Havok Roth, TWERL – Anomaly (Polarized) · Watch on YouTube

youtube_video _e2Bvk4oAyY · row _e2Bvk4oAyY

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Bound (feat. Von Alexander)

Listed as TWERL, Yagi – Bound (feat. Von Alexander) (Bound) · Watch on YouTube

youtube_video dy_b2LTVCgE · row dy_b2LTVCgE

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Morph

Listed as Twerl – Morph (Morph) · Watch on YouTube

youtube_video gEpmVgdYLbU · row gEpmVgdYLbU

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Spiral

Listed as TWERL – Spiral (Spiral) · Watch on YouTube

youtube_video iVGqQlI9VZY · row iVGqQlI9VZY

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Fortify

Listed as Holly, TWERL – Fortify (YAKAMOZ EP) · Watch on YouTube

youtube_video o-3fD_VIz5k · row o-3fD_VIz5k

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Come Down (feat. Y.A.S)

Listed as TWERL, Tails – Come Down (feat. Y.A.S) (Come Down) · Watch on YouTube

youtube_video s71plr2ETFw · row s71plr2ETFw

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Follow Me

Listed as TWERL – Follow Me (Follow Me) · Watch on YouTube

youtube_video sBE1r2zp3zc · row sBE1r2zp3zc

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Inferno (feat. ShockOne & HWLS)

Listed as SLUMBERJACK, TWERL, Loston – Inferno (feat. ShockOne & HWLS) (Inferno) · Watch on YouTube

youtube_video sQyBKYPBZaA · row sQyBKYPBZaA

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Shadow

Listed as TWERL – Shadow (Shadow) · Watch on YouTube

youtube_video u79eblo5WFA · row u79eblo5WFA

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Coco Butter

Listed as LUUDE, TWERL – Coco Butter (Coco Butter) · Watch on YouTube

youtube_video uFVC9tbI4Dc · row uFVC9tbI4Dc

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Coco Butter

Listed as LUUDE, TWERL – Coco Butter (Coco Butter) · Watch on YouTube

youtube_video uoSbqJK2p3A · row uoSbqJK2p3A

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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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