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 Flamenco, Space Shuttle, Set It Off (feat. Venganza)

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.

Flamenco

Listed as Dub Elements, Kolt – Flamenco (Dub Elements & Friends Pt.1) · Watch on YouTube

youtube_video -N3WacludAc · row -N3WacludAc

LAION-DISCO-12M

Space Shuttle

Listed as Dub Elements – Space Shuttle (Space Shuttle) · Watch on YouTube

youtube_video 2-RHWFy058c · row 2-RHWFy058c

LAION-DISCO-12M

Set It Off (feat. Venganza)

Listed as Forbidden Society, Dub Elements – Set It Off (feat. Venganza) (Set It Off / Pain Threshold) · Watch on YouTube

youtube_video 2SFKczFj3B8 · row 2SFKczFj3B8

LAION-DISCO-12M

Machine Language

Listed as Dub Elements – Machine Language (Machine Language) · Watch on YouTube

youtube_video 2Xs0li9xjT4 · row 2Xs0li9xjT4

LAION-DISCO-12M

Flamenco (Juno Remix)

Listed as Dub Elements, Kolt, Juno – Flamenco (Juno Remix) (Dub Elements & Friends (Remixes) Pt.1) · Watch on YouTube

youtube_video 2Ybotek-GyQ · row 2Ybotek-GyQ

LAION-DISCO-12M

Another Universe

Listed as Dub Elements – Another Universe (Machine Language) · Watch on YouTube

youtube_video 3kor68Fs2HQ · row 3kor68Fs2HQ

LAION-DISCO-12M

Maasai

Listed as Dub Elements, Coppa – Maasai (Dub Elements & Friends LP) · Watch on YouTube

youtube_video 5tnAzjSXfPI · row 5tnAzjSXfPI

LAION-DISCO-12M

Short Circuit

Listed as Dub Elements – Short Circuit (Drum & Bass Summer Slammers 2017 (Viper Presents)) · Watch on YouTube

youtube_video 7sNVhblRbOQ · row 7sNVhblRbOQ

LAION-DISCO-12M

Shit

Listed as Dub Elements – Shit (Shit) · Watch on YouTube

youtube_video 89xd54qzOik · row 89xd54qzOik

LAION-DISCO-12M

Y.O.U

Listed as Save The Rave, Dub Elements – Y.O.U (Acid, Acid, Acid / Y.O.U) · Watch on YouTube

youtube_video 8D5qE6g0OP0 · row 8D5qE6g0OP0

LAION-DISCO-12M

Chicago (feat. Gancher & Ruin)

Listed as Dub Elements – Chicago (feat. Gancher & Ruin) (The Dub Elements Party Program) · Watch on YouTube

youtube_video 8R8iFGNPzXI · row 8R8iFGNPzXI

LAION-DISCO-12M

Vacuum

Listed as Dub Elements – Vacuum (Mindshaker - EP) · Watch on YouTube

youtube_video 97hMco7dSw4 · row 97hMco7dSw4

LAION-DISCO-12M

Shots Fired (feat. Mc Dino)

Listed as Dub Elements – Shots Fired (feat. Mc Dino) (Mirror Universe 1) · Watch on YouTube

youtube_video AO5C1ktL4mo · row AO5C1ktL4mo

LAION-DISCO-12M

Raw

Listed as Dub Elements – Raw (Mindshaker - EP) · Watch on YouTube

youtube_video Atamrpqhl9A · row Atamrpqhl9A

LAION-DISCO-12M

Lying

Listed as Dub Elements – Lying (Lying) · Watch on YouTube

youtube_video BE_5IGwsDkM · row BE_5IGwsDkM

LAION-DISCO-12M

El Momento

Listed as Dub Elements – El Momento (The Melting Pot Chronicles, Pt. III) · Watch on YouTube

youtube_video DvjG7XCU5lo · row DvjG7XCU5lo

LAION-DISCO-12M

Drop It Again!

Listed as Dub Elements – Drop It Again! (Drop It Again!) · Watch on YouTube

youtube_video FAPnyuJwXh8 · row FAPnyuJwXh8

LAION-DISCO-12M

Imagination

Listed as Dub Elements – Imagination (Imagination / Dope) · Watch on YouTube

youtube_video H-LhBjNJL14 · row H-LhBjNJL14

LAION-DISCO-12M

Hit That Loud

Listed as Dub Elements – Hit That Loud (Hit That Loud) · Watch on YouTube

youtube_video HZTxtDCEF7I · row HZTxtDCEF7I

LAION-DISCO-12M

Renegades

Listed as Counterstrike, Dub Elements and Thrasher, Dub Elements, Thrasher – Renegades (15 Years Of PRSPCT) · Watch on YouTube

youtube_video IE1-GShesH4 · row IE1-GShesH4

LAION-DISCO-12M

Go Party! (feat. Alexander Head)

Listed as Dub Elements – Go Party! (feat. Alexander Head) (The Dub Elements Party Program) · Watch on YouTube

youtube_video Lf7OI1Tkafw · row Lf7OI1Tkafw

LAION-DISCO-12M

Fire Power

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

youtube_video M-Alijwyp4w · row M-Alijwyp4w

LAION-DISCO-12M

Sacred Geometry

Listed as Dub Elements – Sacred Geometry (Point of Origin, Vol. 4) · Watch on YouTube

youtube_video M0eyxNVmZ40 · row M0eyxNVmZ40

LAION-DISCO-12M

Threat

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

youtube_video Ns9G7rm4OPE · row Ns9G7rm4OPE

LAION-DISCO-12M

360º

Listed as Dub Elements – 360º (360º) · Watch on YouTube

youtube_video RIZ0TTvJ5HY · row RIZ0TTvJ5HY

LAION-DISCO-12M

POW

Listed as Dub Elements – POW (Mirror Universe 2) · Watch on YouTube

youtube_video Sa2wdLexxKY · row Sa2wdLexxKY

LAION-DISCO-12M

Without You

Listed as Dub Elements, Maniatics – Without You (Dub Elements & Friends LP) · Watch on YouTube

youtube_video UEoPf5dlHpk · row UEoPf5dlHpk

LAION-DISCO-12M

I Never Change

Listed as Dub Elements – I Never Change (I Never Change) · Watch on YouTube

youtube_video V3MCU0JwMQo · row V3MCU0JwMQo

LAION-DISCO-12M

Soulbringer

Listed as Dub Elements – Soulbringer (Hospital Mixtape: S.P.Y) · Watch on YouTube

youtube_video VSO9SIgRXxo · row VSO9SIgRXxo

LAION-DISCO-12M

Set It Off (Hallucinator Remix)

Listed as Forbidden Society, Dub Elements – Set It Off (Hallucinator Remix) (The Overkill Compilation) · Watch on YouTube

youtube_video ZbjHFl2-Y74 · row ZbjHFl2-Y74

LAION-DISCO-12M

Pop Im (Panacea VIP)

Listed as Dub Elements, eRRe – Pop Im (Panacea VIP) (We Will Burn / Pop Im (The Panacea VIP)) · Watch on YouTube

youtube_video _cpq9Kjnpb4 · row _cpq9Kjnpb4

LAION-DISCO-12M

909

Listed as Dub Elements, Venganza – 909 (Lift To Hell - EP) · Watch on YouTube

youtube_video aGsDouNoIu4 · row aGsDouNoIu4

LAION-DISCO-12M

Mash It Up

Listed as Dub Elements – Mash It Up (Mash It Up) · Watch on YouTube

youtube_video ar26V15HiWI · row ar26V15HiWI

LAION-DISCO-12M

Killing A Unicorn

Listed as Dub Elements – Killing A Unicorn (Wobbledah EP) · Watch on YouTube

youtube_video at9VlPMhkMQ · row at9VlPMhkMQ

LAION-DISCO-12M

Insane

Listed as Dub Elements – Insane (Insane) · Watch on YouTube

youtube_video eZ9r0zQFzco · row eZ9r0zQFzco

LAION-DISCO-12M

Back To The Game

Listed as Dub Elements – Back To The Game (The Dub Elements Party Program) · Watch on YouTube

youtube_video eaEsSKVVSyg · row eaEsSKVVSyg

LAION-DISCO-12M

Bass To The Top VIP (feat. eRRe)

Listed as Dub Elements – Bass To The Top VIP (feat. eRRe) (The Dub Elements Party Program) · Watch on YouTube

youtube_video f4GnEbfA3rc · row f4GnEbfA3rc

LAION-DISCO-12M

Someone Else

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

youtube_video ix8swZF0Ag8 · row ix8swZF0Ag8

LAION-DISCO-12M

Like This (Smooth Remix)

Listed as Dub Elements, Smooth – Like This (Smooth Remix) (Dub Elements & Friends (Remixes) Pt.1) · Watch on YouTube

youtube_video jVpcv4cR_VM · row jVpcv4cR_VM

LAION-DISCO-12M

Killah

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

youtube_video kaLqPW4Niq0 · row kaLqPW4Niq0

LAION-DISCO-12M

Hey!

Listed as Dub Elements – Hey! (Hey! / Like This) · Watch on YouTube

youtube_video lTosy9vygKg · row lTosy9vygKg

LAION-DISCO-12M

Nanoclusters

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

youtube_video n-04XRoh4i0 · row n-04XRoh4i0

LAION-DISCO-12M

Automatics (feat. Maniatics)

Listed as Dub Elements – Automatics (feat. Maniatics) (Invasion EP) · Watch on YouTube

youtube_video ngk6bDHNbGM · row ngk6bDHNbGM

LAION-DISCO-12M

Bad Guy

Listed as Dub Elements – Bad Guy (Heartbeat / Bad Guy) · Watch on YouTube

youtube_video o4I0yLIu_54 · row o4I0yLIu_54

LAION-DISCO-12M

Wobbledah

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

youtube_video oEsySEK0jJo · row oEsySEK0jJo

LAION-DISCO-12M

Get Down

Listed as Dub Elements – Get Down (Get Down) · Watch on YouTube

youtube_video qz3ar4x8EVg · row qz3ar4x8EVg

LAION-DISCO-12M

Aftermath

Listed as Dub Elements, Gancher, Ruin – Aftermath (Bass Up To The Tope EP) · Watch on YouTube

youtube_video sNNs61vrdZI · row sNNs61vrdZI

LAION-DISCO-12M

Neofunk

Listed as Dub Elements – Neofunk (Mindshaker - EP) · Watch on YouTube

youtube_video sffrleHh-Jk · row sffrleHh-Jk

LAION-DISCO-12M

Just Hold On

Listed as Dub Elements – Just Hold On (Just Hold On) · Watch on YouTube

youtube_video uc0R3l-OUow · row uc0R3l-OUow

LAION-DISCO-12M

That Lovin'

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

youtube_video uoMsAxw7gOI · row uoMsAxw7gOI

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.

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.