Yes. Out Of Sound has 8 songs listed in a dataset used to train AI music models.

Used for training 8

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 Never Too Young (The OVRMRS Remix), Sweet Like Chocolate (Ben Rainey Extended Remix), Sweet Like Chocolate

Listed under the artist name 8 songs in LAION-DISCO-12M

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

Never Too Young (The OVRMRS Remix)

Listed as Out Of Sound, Rakan – Never Too Young (The OVRMRS Remix) (Never Too Young (The OVRMRS Remix)) · Watch on YouTube

youtube_video 3p46GRmeyXg · row 3p46GRmeyXg

LAION-DISCO-12M

Sweet Like Chocolate (Ben Rainey Extended Remix)

Listed as Out Of Sound, UPWARD – Sweet Like Chocolate (Ben Rainey Extended Remix) (Sweet Like Chocolate (Ben Rainey Remix)) · Watch on YouTube

youtube_video 9713SgomMpA · row 9713SgomMpA

LAION-DISCO-12M

Sweet Like Chocolate

Listed as Out Of Sound, UPWARD – Sweet Like Chocolate (Sweet Like Chocolate) · Watch on YouTube

youtube_video UP1zJxxgAv0 · row UP1zJxxgAv0

LAION-DISCO-12M

Never Too Young

Listed as Out Of Sound, Rakan – Never Too Young (Never Too Young) · Watch on YouTube

youtube_video _htVKzF73xo · row _htVKzF73xo

LAION-DISCO-12M

Don't Speak

Listed as Out Of Sound – Don't Speak (Don't Speak) · Watch on YouTube

youtube_video bXN52-tJCzw · row bXN52-tJCzw

LAION-DISCO-12M

Sweet Like Chocolate (ARNXT032)

Listed as Out Of Sound, UPWARD – Sweet Like Chocolate (ARNXT032) (Armada Next - Episode 32) · Watch on YouTube

youtube_video fRbhDhP_DDo · row fRbhDhP_DDo

LAION-DISCO-12M

Nobody To Love (Xanti Remix)

Listed as Out Of Sound – Nobody To Love (Xanti Remix) (Nobody To Love (Xanti Remix)) · Watch on YouTube

youtube_video hPdPK_CpTZU · row hPdPK_CpTZU

LAION-DISCO-12M

Heaven

Listed as Paul Richard, Out Of Sound – Heaven (Heaven) · Watch on YouTube

youtube_video xjqXIhA0_os · row xjqXIhA0_os

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.