Yes. Ralvero has 64 songs listed in a dataset used to train AI music models.

Used for training 64

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 Reflections, XOXO (Unity Remix) (feat. Ina), XOXO [Hyperbits Remix] (feat. Ina)

Listed under the artist name 64 songs in LAION-DISCO-12M

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

Reflections

Listed as Ralvero – Reflections (Great Stuff Pres. Amsterdam 2019) · Watch on YouTube

youtube_video 0cr7Om1pGxI · row 0cr7Om1pGxI

LAION-DISCO-12M

XOXO (Unity Remix) (feat. Ina)

Listed as Laidback Luke, Ralvero – XOXO (Unity Remix) (feat. Ina) (XOXO (Unity Remix)) · Watch on YouTube

youtube_video 70EICVyyvvE · row 70EICVyyvvE

LAION-DISCO-12M

XOXO [Hyperbits Remix] (feat. Ina)

Listed as Laidback Luke, Ralvero – XOXO [Hyperbits Remix] (feat. Ina) (XOXO (The Remixes)) · Watch on YouTube

youtube_video 77YyCUJjiEY · row 77YyCUJjiEY

LAION-DISCO-12M

Noise

Listed as Ralvero – Noise (Noise) · Watch on YouTube

youtube_video 9ZfJn85wWG0 · row 9ZfJn85wWG0

LAION-DISCO-12M

Loose Control (feat. Dadz 'N Effect)

Listed as Ralvero – Loose Control (feat. Dadz 'N Effect) (Loose Control / Killer Bee) · Watch on YouTube

youtube_video DKJ1068NwFQ · row DKJ1068NwFQ

LAION-DISCO-12M

Rules in My House

Listed as Ralvero – Rules in My House (Selective: Tech House, Vol. 50) · Watch on YouTube

youtube_video Mn1dVmow_dE · row Mn1dVmow_dE

LAION-DISCO-12M

In My Bedroom 2013 (Ralvero & Repow Club Remix)

Listed as Ralvero, Dadz 'N' Effect – In My Bedroom 2013 (Ralvero & Repow Club Remix) (In My Bedroom 2013) · Watch on YouTube

youtube_video OCu3LaPgN1I · row OCu3LaPgN1I

LAION-DISCO-12M

Take Control (Milton Channels Remix)

Listed as Benny Royal, Ralvero – Take Control (Milton Channels Remix) (Take Control (The Remixes)) · Watch on YouTube

youtube_video Ohwrlo4ZGYA · row Ohwrlo4ZGYA

LAION-DISCO-12M

Rock The World

Listed as Ralvero – Rock The World (Rock the World) · Watch on YouTube

youtube_video PGPb4be4sy8 · row PGPb4be4sy8

LAION-DISCO-12M

Switch That Bass

Listed as Ralvero – Switch That Bass (Switch That Bass) · Watch on YouTube

youtube_video ULpRZ-0TMF8 · row ULpRZ-0TMF8

LAION-DISCO-12M

Backin'

Listed as Ralvero – Backin' (Backin' EP) · Watch on YouTube

youtube_video XI7jV4tL2kc · row XI7jV4tL2kc

LAION-DISCO-12M

Rules in My House

Listed as Ralvero – Rules in My House (Disco Electronica, Vol. 56) · Watch on YouTube

youtube_video b4qFKjMKG2A · row b4qFKjMKG2A

LAION-DISCO-12M

What To Do

Listed as Ralvero – What To Do (Backin' EP) · Watch on YouTube

youtube_video kAr_RQRy4GA · row kAr_RQRy4GA

LAION-DISCO-12M

XOXO (Inpetto Radio Edit) (feat. Ina)

Listed as Laidback Luke, Ralvero – XOXO (Inpetto Radio Edit) (feat. Ina) (WePlay Presents German House Heroes Volume 5) · Watch on YouTube

youtube_video nVYaiZ_shyU · row nVYaiZ_shyU

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.