Yes. OVER2OVER has 10 songs listed in a dataset used to train AI music models.

Used for training 10

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 Take Me Down (Radio Edit), Take Me Down (Joe Mangione Remix), Lucid Dream (Radio Edit)

Listed under the artist name 10 songs in LAION-DISCO-12M

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

Take Me Down (Radio Edit)

Listed as OVER2OVER – Take Me Down (Radio Edit) (Take Me Down) · Watch on YouTube

youtube_video -hIqeQChJlo · row -hIqeQChJlo

LAION-DISCO-12M

Take Me Down (Joe Mangione Remix)

Listed as OVER2OVER – Take Me Down (Joe Mangione Remix) (Take Me Down (The Remixes)) · Watch on YouTube

youtube_video 1Yo1APuDWVk · row 1Yo1APuDWVk

LAION-DISCO-12M

Lucid Dream (Radio Edit)

Listed as OVER2OVER – Lucid Dream (Radio Edit) (Lucid Dream (Radio Edit)) · Watch on YouTube

youtube_video 2C3JbTVHJaI · row 2C3JbTVHJaI

LAION-DISCO-12M

Callin' Your Name (Milk Bar Extended Remix)

Listed as OVER2OVER, MARK-REN – Callin' Your Name (Milk Bar Extended Remix) (Callin' Your Name (Milk Bar Remix)) · Watch on YouTube

youtube_video ETPfMRXM_XY · row ETPfMRXM_XY

LAION-DISCO-12M

Waited so Long (Radio Edit)

Listed as OVER2OVER – Waited so Long (Radio Edit) (Waited so Long) · Watch on YouTube

youtube_video LkkAxOImG8A · row LkkAxOImG8A

LAION-DISCO-12M

Take Me Down (Joe Mangione Edit Remix)

Listed as OVER2OVER – Take Me Down (Joe Mangione Edit Remix) (Take Me Down (The Remixes)) · Watch on YouTube

youtube_video eDthJn7OcMo · row eDthJn7OcMo

LAION-DISCO-12M

Callin' Your Name (Extended Mix)

Listed as OVER2OVER, MARK-REN – Callin' Your Name (Extended Mix) (Callin' Your Name) · Watch on YouTube

youtube_video gZ87Z_L2k6U · row gZ87Z_L2k6U

LAION-DISCO-12M

Waited So Long (Milk Bar Extended Remix)

Listed as OVER2OVER – Waited So Long (Milk Bar Extended Remix) (Waited So Long (Milk Bar Remix)) · Watch on YouTube

youtube_video t5O4OGipgXA · row t5O4OGipgXA

LAION-DISCO-12M

Lucid Dream (Milk Bar Edit Remix)

Listed as OVER2OVER – Lucid Dream (Milk Bar Edit Remix) (Lucid Dream (Milk Bar Edit Remix)) · Watch on YouTube

youtube_video xDJvf59kA6I · row xDJvf59kA6I

LAION-DISCO-12M

Take Me Down (Joseph Sinatra Remix)

Listed as OVER2OVER – Take Me Down (Joseph Sinatra Remix) (Take Me Down (The Remixes)) · Watch on YouTube

youtube_video yy_gynH_yiU · row yy_gynH_yiU

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.