Yes. Dub Elements has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Don't Ya Stand, Loaded (feat. Counterstrike), Switcher (feat. Kung)

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Don't Ya Stand

Listed as Dub Elements – Don't Ya Stand (Wobbledah EP) · Watch on YouTube

youtube_video 3KcCtpMSYXA · row 3KcCtpMSYXA

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Loaded (feat. Counterstrike)

Listed as Dub Elements – Loaded (feat. Counterstrike) (The Dub Elements Party Program) · Watch on YouTube

youtube_video 3axhGOmVViA · row 3axhGOmVViA

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Switcher (feat. Kung)

Listed as Dub Elements – Switcher (feat. Kung) (Invasion EP) · Watch on YouTube

youtube_video 51SrZUw5hWs · row 51SrZUw5hWs

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Stargate

Listed as Dub Elements – Stargate (Furious EP) · Watch on YouTube

youtube_video 6h_YXRsCJ1o · row 6h_YXRsCJ1o

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Like This (Smooth Remix)

Listed as Dub Elements, Smooth – Like This (Smooth Remix) (Dub Elements & Friends LP) · Watch on YouTube

youtube_video 7tF7mSVnDdc · row 7tF7mSVnDdc

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Flamenco (Juno Remix)

Listed as Dub Elements, Kolt, Juno – Flamenco (Juno Remix) (Dub Elements & Friends LP) · Watch on YouTube

youtube_video A3FRwKrzjkw · row A3FRwKrzjkw

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No More Room In Hell

Listed as Dub Elements – No More Room In Hell (No More Room In Hell) · Watch on YouTube

youtube_video A441sW1rl5I · row A441sW1rl5I

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Switchback

Listed as Dub Elements, Optiv, CZA – Switchback (Dub Elements & Friends LP) · Watch on YouTube

youtube_video AeUjmvvNbWo · row AeUjmvvNbWo

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Extreme Punishment

Listed as Dub Elements – Extreme Punishment (The Dub Elements Party Program) · Watch on YouTube

youtube_video BLypL5xRKGc · row BLypL5xRKGc

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Cowabunga (Dub Elements Remix)

Listed as Levela, Dub Elements – Cowabunga (Dub Elements Remix) (Genesis Remixed) · Watch on YouTube

youtube_video CsZ-B-9BFxs · row CsZ-B-9BFxs

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Didn't See That Coming

Listed as Dub Elements – Didn't See That Coming (Got Smashed / Didn't See That Coming) · Watch on YouTube

youtube_video E2rnb9-WBdY · row E2rnb9-WBdY

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Gangstah!

Listed as Dub Elements – Gangstah! (DreamBeach Villaricos Compilation 2014) · Watch on YouTube

youtube_video Em8VCPcxVJk · row Em8VCPcxVJk

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Tremendo

Listed as Dub Elements, Vengeance – Tremendo (Invaders EP) · Watch on YouTube

youtube_video FANrVt4kaYg · row FANrVt4kaYg

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She Was A Robot

Listed as Dub Elements – She Was A Robot (The Korsakov Compilations Vol. 2) · Watch on YouTube

youtube_video Gc7VzW3GKG4 · row Gc7VzW3GKG4

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Beasts Abode

Listed as Dub Elements – Beasts Abode (20 Years LP) · Watch on YouTube

youtube_video NHzkJTBb9YY · row NHzkJTBb9YY

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Drakul

Listed as Dub Elements – Drakul (Bassrush 2.0 (Viper Presents)) · Watch on YouTube

youtube_video QlLeE3TSZmY · row QlLeE3TSZmY

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In! (VIP)

Listed as Dub Elements, Venganza – In! (VIP) (Lift To Hell - EP) · Watch on YouTube

youtube_video RIbbXxQMe8Y · row RIbbXxQMe8Y

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Abandoned

Listed as Dub Elements, Flite – Abandoned (Dub Elements & Friends LP) · Watch on YouTube

youtube_video T7YOR5c07Co · row T7YOR5c07Co

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Escape

Listed as Dub Elements – Escape (Scatter) · Watch on YouTube

youtube_video XOFaEAGQcII · row XOFaEAGQcII

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POW (VIP)

Listed as Dub Elements – POW (VIP) (Variation In Production) · Watch on YouTube

youtube_video YaKdN6UaYZ4 · row YaKdN6UaYZ4

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Phosphorescence

Listed as Dub Elements, IHR – Phosphorescence (Dub Elements & Friends LP) · Watch on YouTube

youtube_video bEwl3GNpv6M · row bEwl3GNpv6M

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Phosphorescence (Save The Rave Remix)

Listed as Dub Elements, IHR – Phosphorescence (Save The Rave Remix) (Phosphorescence (Save The Rave Remix)) · Watch on YouTube

youtube_video eum4dACmXxY · row eum4dACmXxY

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Hee-Haw

Listed as Dub Elements, Levela – Hee-Haw (Dub Elements & Friends LP) · Watch on YouTube

youtube_video fEDH0qaKI-o · row fEDH0qaKI-o

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Rave

Listed as Dub Elements – Rave (Wobbledah EP) · Watch on YouTube

youtube_video iCMD_jQh75Y · row iCMD_jQh75Y

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Future Anthem (Backdraft Remix)

Listed as Dub Elements – Future Anthem (Backdraft Remix) (Adrenocrom Future Anthem) · Watch on YouTube

youtube_video kQtIlHgolfo · row kQtIlHgolfo

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My Hole

Listed as Dub Elements – My Hole (Brain Cracklin) · Watch on YouTube

youtube_video kYCuqf1TLHI · row kYCuqf1TLHI

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Welcome To Cybercity

Listed as Dub Elements, Venganza – Welcome To Cybercity (Black Seeds 012) · Watch on YouTube

youtube_video lY5m7huVkbU · row lY5m7huVkbU

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Steamy

Listed as Dub Elements – Steamy (Thunder / Steamy) · Watch on YouTube

youtube_video lsfkDBm_-Kc · row lsfkDBm_-Kc

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Foreign

Listed as Dub Elements – Foreign (Foreign / Insect) · Watch on YouTube

youtube_video mXb5jfjAxbc · row mXb5jfjAxbc

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Lift To Hell

Listed as Dub Elements – Lift To Hell (Lift To Hell - EP) · Watch on YouTube

youtube_video oTU9TOUbraU · row oTU9TOUbraU

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Hidden Garage

Listed as Dub Elements – Hidden Garage (Point of Origin, Vol. 3) · Watch on YouTube

youtube_video qLaTfNEg5ro · row qLaTfNEg5ro

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Real Dogs (feat. Coppa)

Listed as Dub Elements – Real Dogs (feat. Coppa) (Drum & Bass Summer Slammers 2016 (Viper Presents)) · Watch on YouTube

youtube_video sZS1p064ofI · row sZS1p064ofI

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Invaders

Listed as Dub Elements, Vengeance – Invaders (Invaders EP) · Watch on YouTube

youtube_video tDcJtwCvFmI · row tDcJtwCvFmI

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Nasty

Listed as Dub Elements – Nasty (Utm, Vol. 8) · Watch on YouTube

youtube_video txG2ZtEX7y0 · row txG2ZtEX7y0

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Rude Awakening

Listed as Dub Elements – Rude Awakening (The Dub Elements Party Program) · Watch on YouTube

youtube_video uOWIpTgty-Y · row uOWIpTgty-Y

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Timeless

Listed as KOLT, Dub Elements – Timeless (Call of The Void) · Watch on YouTube

youtube_video urdVNEdjjIw · row urdVNEdjjIw

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Thunder

Listed as Dub Elements – Thunder (Thunder / Steamy) · Watch on YouTube

youtube_video usxiaow7bt8 · row usxiaow7bt8

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Lose My Mind

Listed as Dub Elements – Lose My Mind (Lose My Mind) · Watch on YouTube

youtube_video vPoxU9pN5i4 · row vPoxU9pN5i4

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Thunder (René LaVice Remix)

Listed as Dub Elements – Thunder (René LaVice Remix) (Thunder (René LaVice Remix)) · Watch on YouTube

youtube_video wK7NPdjy4E4 · row wK7NPdjy4E4

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Better World

Listed as Dub Elements – Better World (Better World Pt.1) · Watch on YouTube

youtube_video yL1ty7Gov1g · row yL1ty7Gov1g

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Future Anthem

Listed as Dub Elements – Future Anthem (Adrenocrom Future Anthem) · Watch on YouTube

youtube_video zCYMHn0Z6WM · row zCYMHn0Z6WM

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Fire Power

Listed as Dub Elements – Fire Power (Bassrush 2.0 (Viper Presents)) · Watch on YouTube

youtube_video zL6fsMf4B3M · row zL6fsMf4B3M

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Pistols

Listed as Dub Elements, Miss Trouble – Pistols (Dub Elements & Friends Pt.1) · Watch on YouTube

youtube_video zRV-ZTVKuf8 · row zRV-ZTVKuf8

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Black Fog

Listed as Dub Elements – Black Fog (Fire Power / Black Fog) · Watch on YouTube

youtube_video zgGCc_2enAc · row zgGCc_2enAc

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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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.