YouTrained

Artist WS on YouTube Music

Yes. WS has 5 songs listed in a dataset used to train AI music models.

Used for training 5

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 Overdrive (feat. Florence Lil Flowers & La Farore), Sobe Mais (Remix) (feat. Kayode, DNASTY, Florence Lil Flowers & Filipe Carti), Corvo (feat. BIN, ONNiKA, Massaru & Sickk)

Listed under the artist name 5 songs in LAION-DISCO-12M

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

Overdrive (feat. Florence Lil Flowers & La Farore)

Listed as WillsBife, WS – Overdrive (feat. Florence Lil Flowers & La Farore) (Overdrive) · Watch on YouTube

youtube_video 0hlIUSE1O-0 · row 0hlIUSE1O-0

LAION-DISCO-12M

Sobe Mais (Remix) (feat. Kayode, DNASTY, Florence Lil Flowers & Filipe Carti)

Listed as WillsBife, WS – Sobe Mais (Remix) (feat. Kayode, DNASTY, Florence Lil Flowers & Filipe Carti) (Sobe Mais (Remix)) · Watch on YouTube

youtube_video _b92QX_wELM · row _b92QX_wELM

LAION-DISCO-12M

Corvo (feat. BIN, ONNiKA, Massaru & Sickk)

Listed as WS, WillsBife – Corvo (feat. BIN, ONNiKA, Massaru & Sickk) (Corvo) · Watch on YouTube

youtube_video ckCuCXxC3Gw · row ckCuCXxC3Gw

LAION-DISCO-12M

Maybach II

Listed as WS, WillsBife, Dalua – Maybach II (Maybach II) · Watch on YouTube

youtube_video kER-gAiUh7g · row kER-gAiUh7g

LAION-DISCO-12M

DE LEI (feat. DNASTY, Coruja Bc1 & Muzzike)

Listed as WillsBife, WS – DE LEI (feat. DNASTY, Coruja Bc1 & Muzzike) (DE LEI) · Watch on YouTube

youtube_video sshW7Sjc7UI · row sshW7Sjc7UI

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.

Is this you?