Yes. Ubbah has 23 songs listed in a dataset used to train AI music models.

Used for training 23

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 Lost in Darkness (Karl Frampton Remix), In the Desert, Slow Motion

Listed under the artist name 23 songs in LAION-DISCO-12M

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

Lost in Darkness (Karl Frampton Remix)

Listed as Ubbah – Lost in Darkness (Karl Frampton Remix) (Slow Motion) · Watch on YouTube

youtube_video -cprCcq4c4k · row -cprCcq4c4k

LAION-DISCO-12M

In the Desert

Listed as Ubbah – In the Desert (In the Desert) · Watch on YouTube

youtube_video -mVluaRMWiY · row -mVluaRMWiY

LAION-DISCO-12M

Slow Motion

Listed as Ubbah – Slow Motion (Slow Motion) · Watch on YouTube

youtube_video 3C5TEOrzHQw · row 3C5TEOrzHQw

LAION-DISCO-12M

Vortex (Original mix)

Listed as Ubbah – Vortex (Original mix) (Diversity EP) · Watch on YouTube

youtube_video 3in5rqZjhF0 · row 3in5rqZjhF0

LAION-DISCO-12M

Blue Enigma (Stereo Express Remix)

Listed as Eleonora, Morttagua, Ubbah – Blue Enigma (Stereo Express Remix) (Blue Enigma - Remixes) · Watch on YouTube

youtube_video A-aarf2wpQs · row A-aarf2wpQs

LAION-DISCO-12M

Looking for You

Listed as Ubbah – Looking for You (Various Artist Sameness, Vol. 1) · Watch on YouTube

youtube_video GhQQNZbU6_s · row GhQQNZbU6_s

LAION-DISCO-12M

Shakram (Original mix)

Listed as Ubbah – Shakram (Original mix) (Diversity EP) · Watch on YouTube

youtube_video L2iZcyBBl3w · row L2iZcyBBl3w

LAION-DISCO-12M

In the Desert (Nicolas Rada Remix)

Listed as Ubbah – In the Desert (Nicolas Rada Remix) (In the Desert) · Watch on YouTube

youtube_video Nb-LUmGIexo · row Nb-LUmGIexo

LAION-DISCO-12M

Lost in Darkness

Listed as Ubbah – Lost in Darkness (Slow Motion) · Watch on YouTube

youtube_video NwZQojWgpHA · row NwZQojWgpHA

LAION-DISCO-12M

Blue Enigma (L_cio Remix)

Listed as Eleonora, Morttagua, Ubbah – Blue Enigma (L_cio Remix) (Blue Enigma - Remixes) · Watch on YouTube

youtube_video PwRn9vBoYBI · row PwRn9vBoYBI

LAION-DISCO-12M

Come Closer (Trockensaft Remix)

Listed as Ubbah – Come Closer (Trockensaft Remix) (100) · Watch on YouTube

youtube_video Up4Pubk4uFk · row Up4Pubk4uFk

LAION-DISCO-12M

Apogee

Listed as Ubbah, Lunar Plane – Apogee (Apogee / Construction / Yet Again / Dropped) · Watch on YouTube

youtube_video W2Jh7OuPdok · row W2Jh7OuPdok

LAION-DISCO-12M

Fluctus

Listed as Ubbah, Paradoks, Lunar Plane – Fluctus (Fluctus / Walking Vertical / Thestral / Tendenze effimere) · Watch on YouTube

youtube_video Xr3r4pMi88w · row Xr3r4pMi88w

LAION-DISCO-12M

Slow Motion (Benji Candelario Remix)

Listed as Ubbah – Slow Motion (Benji Candelario Remix) (Slow Motion) · Watch on YouTube

youtube_video _T3efsbV1zs · row _T3efsbV1zs

LAION-DISCO-12M

Time Machine

Listed as Ubbah, Supacooks – Time Machine (Soberbia / Vertex / Time Machine) · Watch on YouTube

youtube_video b4C2X1fDZNo · row b4C2X1fDZNo

LAION-DISCO-12M

Blue Enigma

Listed as Eleonora, Morttagua, Ubbah – Blue Enigma (Blue Enigma) · Watch on YouTube

youtube_video bPx13SDUkvQ · row bPx13SDUkvQ

LAION-DISCO-12M

In the Desert (Monojoke Remix)

Listed as Ubbah – In the Desert (Monojoke Remix) (In the Desert) · Watch on YouTube

youtube_video ccKIa_hO2uY · row ccKIa_hO2uY

LAION-DISCO-12M

The Prophet

Listed as THe WHite SHadow (FR), Ubbah – The Prophet (Anonymous EP) · Watch on YouTube

youtube_video poP91b6iLdI · row poP91b6iLdI

LAION-DISCO-12M

Stop

Listed as Brigado Crew, Ubbah – Stop (Terra Incognita vol. 6) · Watch on YouTube

youtube_video qYQ6sNkx_84 · row qYQ6sNkx_84

LAION-DISCO-12M

Come Closer

Listed as Ubbah – Come Closer (KDB Vibes, Vol. 7) · Watch on YouTube

youtube_video rv358AyFJW4 · row rv358AyFJW4

LAION-DISCO-12M

Mantra

Listed as THe WHite SHadow (FR), Ubbah – Mantra (Anonymous EP) · Watch on YouTube

youtube_video suhhSzI4QM4 · row suhhSzI4QM4

LAION-DISCO-12M

Anonymous

Listed as THe WHite SHadow (FR), Ubbah, Winnick – Anonymous (Anonymous EP) · Watch on YouTube

youtube_video wr5MuQhXGVE · row wr5MuQhXGVE

LAION-DISCO-12M

Diversity (Original mix)

Listed as Ubbah – Diversity (Original mix) (Diversity EP) · Watch on YouTube

youtube_video zGBujEnOMNY · row zGBujEnOMNY

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.