YouTrained

Artist Barbara Mandrell on YouTube Music

Yes. Barbara Mandrell has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 I'll Never Stop Loving You, Lovin' You Is Worth It, Something To Brag About

Listed under the artist name 154 songs in LAION-DISCO-12M

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

I'll Never Stop Loving You

Listed as Barbara Mandrell, Lee Greenwood – I'll Never Stop Loving You (Meant For Each Other) · Watch on YouTube

youtube_video 5XacTIyK1tE · row 5XacTIyK1tE

LAION-DISCO-12M

Lovin' You Is Worth It

Listed as David Houston, Barbara Mandrell – Lovin' You Is Worth It (Perfect Match) · Watch on YouTube

youtube_video 7wJL31qQomA · row 7wJL31qQomA

LAION-DISCO-12M

Something To Brag About

Listed as David Houston, Barbara Mandrell – Something To Brag About (Perfect Match) · Watch on YouTube

youtube_video GEfORfjIzck · row GEfORfjIzck

LAION-DISCO-12M

Perfect Match

Listed as David Houston, Barbara Mandrell – Perfect Match (Perfect Match) · Watch on YouTube

youtube_video rtaD39BKHec · row rtaD39BKHec

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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