Yes. Natalie Peris has 13 songs listed in a dataset used to train AI music models.

Used for training 13

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 Who You Are (Scott Wozniak Nervous Mix), Who You Are (Lauer & Canard feat. Greg Note Remix) (feat. Greg Note Remix), Forever And A Day (LVNDSCAPE Remix)

Listed under the artist name 13 songs in LAION-DISCO-12M

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

Who You Are (Scott Wozniak Nervous Mix)

Listed as Natalie Peris – Who You Are (Scott Wozniak Nervous Mix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video -8qPtEfAblg · row -8qPtEfAblg

LAION-DISCO-12M

Who You Are (Lauer & Canard feat. Greg Note Remix) (feat. Greg Note Remix)

Listed as Natalie Peris – Who You Are (Lauer & Canard feat. Greg Note Remix) (feat. Greg Note Remix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video 5i9Me-XC-uk · row 5i9Me-XC-uk

LAION-DISCO-12M

Forever And A Day (LVNDSCAPE Remix)

Listed as Bolier, Natalie Peris – Forever And A Day (LVNDSCAPE Remix) (Forever And A Day) · Watch on YouTube

youtube_video 96aRXxbcbTI · row 96aRXxbcbTI

LAION-DISCO-12M

Outshine (Radio Edit)

Listed as Myon, Shane 54, Natalie Peris – Outshine (Radio Edit) (Pure Bliss Vocals Volume 5) · Watch on YouTube

youtube_video GQN3pkJjM6Y · row GQN3pkJjM6Y

LAION-DISCO-12M

Who You Are - Scott Wozniak Nervous Remix

Listed as Natalie Peris – Who You Are - Scott Wozniak Nervous Remix (Nervous Rewind 2011) · Watch on YouTube

youtube_video QReuauvPjDc · row QReuauvPjDc

LAION-DISCO-12M

Embrace The Sunshine (Hotline Remix)

Listed as Natalie Peris – Embrace The Sunshine (Hotline Remix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video R_oUxRUMAVo · row R_oUxRUMAVo

LAION-DISCO-12M

Embrace The Sunshine (Eigenart Remix)

Listed as Natalie Peris – Embrace The Sunshine (Eigenart Remix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video agZhzIBoojw · row agZhzIBoojw

LAION-DISCO-12M

Forever And A Day (Extended Mix)

Listed as Bolier, Natalie Peris – Forever And A Day (Extended Mix) (Forever And A Day) · Watch on YouTube

youtube_video ayqb6esI0E4 · row ayqb6esI0E4

LAION-DISCO-12M

Who You Are (Audien's Original Mix)

Listed as Natalie Peris – Who You Are (Audien's Original Mix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video fECnnDPVFRk · row fECnnDPVFRk

LAION-DISCO-12M

Embrace The Sunshine (Claes Rosen's Original Mix)

Listed as Natalie Peris – Embrace The Sunshine (Claes Rosen's Original Mix) (Who You Are bw Embrace The Sunshine) · Watch on YouTube

youtube_video mcp4XwzxqTI · row mcp4XwzxqTI

LAION-DISCO-12M

Let Me Be Your Fantasy (Manufactured Superstars & Digital Junkiez Remix)

Listed as Natalie Peris, Inpetto & Manufactured Superstars, Inpetto, Manufactured Superstars, Natalie Peris – Let Me Be Your Fantasy (Manufactured Superstars & Digital Junkiez Remix) (Party All the Time) · Watch on YouTube

youtube_video pu7dY7ddhrU · row pu7dY7ddhrU

LAION-DISCO-12M

Words

Listed as Fatum, Natalie Peris – Words (Words) · Watch on YouTube

youtube_video uJgTPcQT9J8 · row uJgTPcQT9J8

LAION-DISCO-12M

Let Me Be Your Fantasy [Bonus Track] (Bare Remix)

Listed as Natalie Peris, Inpetto, Manufactured Superstars – Let Me Be Your Fantasy [Bonus Track] (Bare Remix) (Black Hole Recordings - Best of 2015) · Watch on YouTube

youtube_video xnc0JdvBF6U · row xnc0JdvBF6U

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.