Yes. Seb Skalski has 16 songs listed in a dataset used to train AI music models.

Used for training 16

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 Peace of Freedom (Spox Remix), Peace of Freedom (Dj Lisi Remix), Take Me Over

Listed under the artist name 16 songs in LAION-DISCO-12M

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

Peace of Freedom (Spox Remix)

Listed as Seb Skalski, Novika – Peace of Freedom (Spox Remix) (Peace of Freedom) · Watch on YouTube

youtube_video -pg9Z2wO0u4 · row -pg9Z2wO0u4

LAION-DISCO-12M

Peace of Freedom (Dj Lisi Remix)

Listed as Seb Skalski, Novika – Peace of Freedom (Dj Lisi Remix) (Peace of Freedom) · Watch on YouTube

youtube_video Aj125JZ1oD8 · row Aj125JZ1oD8

LAION-DISCO-12M

Take Me Over

Listed as Seb Skalski, Masta P, John James – Take Me Over (Funk You, Vol. 2) · Watch on YouTube

youtube_video EpsqsAZU1nw · row EpsqsAZU1nw

LAION-DISCO-12M

How Manny Times (House Mix)

Listed as Seb Skalski, Novika – How Manny Times (House Mix) (How Manny Times) · Watch on YouTube

youtube_video IDJLAK1dbZc · row IDJLAK1dbZc

LAION-DISCO-12M

My Heart (Seb Skalski & Masta P Swing Mix)

Listed as Seb Skalski, Masta P, Iza Kowalewska – My Heart (Seb Skalski & Masta P Swing Mix) (My Heart (incl.Berardino & Sonatore Remix)) · Watch on YouTube

youtube_video MIgnD6C5y-U · row MIgnD6C5y-U

LAION-DISCO-12M

Peace of Freedom (NoToMash Mix)

Listed as Seb Skalski, Novika – Peace of Freedom (NoToMash Mix) (Peace of Freedom) · Watch on YouTube

youtube_video PW6R4TsiPqk · row PW6R4TsiPqk

LAION-DISCO-12M

Believer (Yvvan Back Edit)

Listed as Seb Skalski, Adam Joseph – Believer (Yvvan Back Edit) (Believer (Remixes)) · Watch on YouTube

youtube_video PecT5jIjoxE · row PecT5jIjoxE

LAION-DISCO-12M

My Heart

Listed as Seb Skalski, Masta P, Iza Kowalewska – My Heart (My Heart (incl.Berardino & Sonatore Remix)) · Watch on YouTube

youtube_video RDHxoV5Lv_c · row RDHxoV5Lv_c

LAION-DISCO-12M

Believer (Yvvan Back Remix)

Listed as Seb Skalski, Adam Joseph – Believer (Yvvan Back Remix) (Believer (Remixes)) · Watch on YouTube

youtube_video S9Ey9Y-ZQ-Y · row S9Ey9Y-ZQ-Y

LAION-DISCO-12M

Peace of Freedom (Deep Mix)

Listed as Seb Skalski, Novika – Peace of Freedom (Deep Mix) (Peace of Freedom) · Watch on YouTube

youtube_video VQ7fsh-_nIY · row VQ7fsh-_nIY

LAION-DISCO-12M

Believer (Seb Skalski + Masta P Remix)

Listed as Seb Skalski, Adam Joseph – Believer (Seb Skalski + Masta P Remix) (Believer (Remixes)) · Watch on YouTube

youtube_video YpAItv2OApM · row YpAItv2OApM

LAION-DISCO-12M

How Manny Times

Listed as Seb Skalski, Novika – How Manny Times (How Manny Times) · Watch on YouTube

youtube_video gTZ1F6Uu8vw · row gTZ1F6Uu8vw

LAION-DISCO-12M

Believer

Listed as Seb Skalski, Adam Joseph – Believer (Believer) · Watch on YouTube

youtube_video hdZKYRH8ttA · row hdZKYRH8ttA

LAION-DISCO-12M

Believer (Dave Mayer Remix)

Listed as Seb Skalski, Adam Joseph – Believer (Dave Mayer Remix) (Believer (Remixes)) · Watch on YouTube

youtube_video koxo6y237iw · row koxo6y237iw

LAION-DISCO-12M

Peace of Freedom

Listed as Seb Skalski, Novika – Peace of Freedom (Peace of Freedom) · Watch on YouTube

youtube_video qQpJ9Y-eArU · row qQpJ9Y-eArU

LAION-DISCO-12M

My Heart (Berardino & Sonatore Remix)

Listed as Seb Skalski, Masta P, Iza Kowalewska – My Heart (Berardino & Sonatore Remix) (My Heart (incl.Berardino & Sonatore Remix)) · Watch on YouTube

youtube_video w1V9-oRinkg · row w1V9-oRinkg

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.