YouTrained

Artist Frank Mabeat on YouTube Music

Yes. Frank Mabeat 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 Kudala (feat. Arcader), Lesilo (feat. Soa Mattrix), Busisa (feat. B33Kay SA & Hassan Mangete)

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.

Kudala (feat. Arcader)

Listed as Nkatha, Sipho Magudulela, Frank Mabeat – Kudala (feat. Arcader) (Kudala) · Watch on YouTube

youtube_video ASOmYo2VzBk · row ASOmYo2VzBk

LAION-DISCO-12M

Lesilo (feat. Soa Mattrix)

Listed as Soa Family, Frank Mabeat, Tribal Soul – Lesilo (feat. Soa Mattrix) (Isibusiso) · Watch on YouTube

youtube_video B2TcQ1si54o · row B2TcQ1si54o

LAION-DISCO-12M

Busisa (feat. B33Kay SA & Hassan Mangete)

Listed as Sipho Magudulela, Frank Mabeat – Busisa (feat. B33Kay SA & Hassan Mangete) (Gift Of Life (Chapter II)) · Watch on YouTube

youtube_video B5fnk8TXXMI · row B5fnk8TXXMI

LAION-DISCO-12M

Ndiya (feat. Sir Trill, B33kay SA, Tribal Soul & DeSoul)

Listed as Soa Family, Frank Mabeat, Soa Mattrix – Ndiya (feat. Sir Trill, B33kay SA, Tribal Soul & DeSoul) (Isibusiso) · Watch on YouTube

youtube_video CtT7YOmYzMc · row CtT7YOmYzMc

LAION-DISCO-12M

Hamba Dali (feat. ReaJea & Thapelo Esau)

Listed as Sipho Magudulela, Frank Mabeat – Hamba Dali (feat. ReaJea & Thapelo Esau) (In The Heart Of Music (Chapter 2)) · Watch on YouTube

youtube_video EWgfgAFoSnQ · row EWgfgAFoSnQ

LAION-DISCO-12M

Indian Curry (feat. B33kay SA & DeSoul)

Listed as Soa Family, Frank Mabeat, Tribal Soul – Indian Curry (feat. B33kay SA & DeSoul) (Isibusiso) · Watch on YouTube

youtube_video FGSpZQuRh-E · row FGSpZQuRh-E

LAION-DISCO-12M

Mthulise (feat. B33kay SA & Soa Mattrix)

Listed as Soa Family, Frank Mabeat, Cnethemba Gonelo – Mthulise (feat. B33kay SA & Soa Mattrix) (Isibusiso) · Watch on YouTube

youtube_video I37NEyYKGeg · row I37NEyYKGeg

LAION-DISCO-12M

Lindishonele (feat. Happy Jazzman & Sir Trill)

Listed as Soa Family, Cnethemba Gonelo, Frank Mabeat – Lindishonele (feat. Happy Jazzman & Sir Trill) (Lindishonele) · Watch on YouTube

youtube_video K19iuCbT9OA · row K19iuCbT9OA

LAION-DISCO-12M

Ubuye (feat. B33kay SA & Cnethemba Gonelo)

Listed as Soa Family, Frank Mabeat, Soa Mattrix – Ubuye (feat. B33kay SA & Cnethemba Gonelo) (Ubuye) · Watch on YouTube

youtube_video UTsoz7pfyw4 · row UTsoz7pfyw4

LAION-DISCO-12M

Ng'shaya Ngebomb (feat. B33kay SA, Cnethemba Gonelo & Tribal Soul)

Listed as Soa Family, Frank Mabeat – Ng'shaya Ngebomb (feat. B33kay SA, Cnethemba Gonelo & Tribal Soul) (Isibusiso) · Watch on YouTube

youtube_video bafkcsrB164 · row bafkcsrB164

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?