YouTrained

Artist Vulgo 2f on YouTube Music

Yes. Vulgo 2f 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 A$ Drill #1, Altas Aventuras, Favela Favela

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.

A$ Drill #1

Listed as Dj Neizinho Md, Mano Fiel, Mc Doto DS, Vulgo 2f – A$ Drill #1 (A$ Drill #1) · Watch on YouTube

youtube_video HeiAOOrxGCE · row HeiAOOrxGCE

LAION-DISCO-12M

Altas Aventuras

Listed as Dj Neizinho MD, Mc Doto DS, Vulgo 2f, brabo – Altas Aventuras (Altas Aventuras) · Watch on YouTube

youtube_video SszZE_zIltc · row SszZE_zIltc

LAION-DISCO-12M

Favela Favela

Listed as Brabo, Mc lipeh sp, Mc maike, Vulgo 2f – Favela Favela (Favela Favela) · Watch on YouTube

youtube_video VtY3On-Cdq0 · row VtY3On-Cdq0

LAION-DISCO-12M

Meu Destino

Listed as MC Maike, Vulgo 2F – Meu Destino (Meu Destino) · Watch on YouTube

youtube_video WEPoXlDS4Z0 · row WEPoXlDS4Z0

LAION-DISCO-12M

Real

Listed as Brabo, Dj Neizinho Md, Perygo Do Morro, Vulgo 2F – Real (California Norte) · Watch on YouTube

youtube_video ZzpWQYArTXo · row ZzpWQYArTXo

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.

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