YouTrained

Artist Reyna Roberts on YouTube Music

Yes. Reyna Roberts has 18 songs listed in a dataset used to train AI music models.

Used for training 18

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 Stompin' Grounds, Miranda, Pretty Little Devils

Listed under the artist name 18 songs in LAION-DISCO-12M

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

Stompin' Grounds

Listed as Reyna Roberts – Stompin' Grounds (Stompin' Grounds) · Watch on YouTube

youtube_video -47xnAWPkwA · row -47xnAWPkwA

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Miranda

Listed as Reyna Roberts – Miranda (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video 16LTapXC3wM · row 16LTapXC3wM

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Pretty Little Devils

Listed as Reyna Roberts – Pretty Little Devils (Pretty Little Devils) · Watch on YouTube

youtube_video 2tnQOWA_7B0 · row 2tnQOWA_7B0

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Country Club

Listed as Reyna Roberts – Country Club (Country Club) · Watch on YouTube

youtube_video 5MPV5cpSgcI · row 5MPV5cpSgcI

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Don't Waste A Prayer

Listed as Reyna Roberts – Don't Waste A Prayer (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video 7X4l92Zd4cs · row 7X4l92Zd4cs

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Hell And Back

Listed as Reyna Roberts – Hell And Back (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video 7toi6ZDXL5c · row 7toi6ZDXL5c

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Raised Right

Listed as Reyna Roberts – Raised Right (Raised Right) · Watch on YouTube

youtube_video HqlBrl2y2sY · row HqlBrl2y2sY

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67 (Winchester)

Listed as Reyna Roberts – 67 (Winchester) (67 (Winchester)) · Watch on YouTube

youtube_video I5Fas93ab_I · row I5Fas93ab_I

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One Way Street

Listed as Reyna Roberts – One Way Street (One Way Street) · Watch on YouTube

youtube_video a5WDj4ak604 · row a5WDj4ak604

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To My Name

Listed as Reyna Roberts – To My Name (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video di7S9EX3XVU · row di7S9EX3XVU

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Countdown To Victory

Listed as Reyna Roberts – Countdown To Victory (Countdown To Victory) · Watch on YouTube

youtube_video gLhA01YtOWU · row gLhA01YtOWU

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Louisiana

Listed as Reyna Roberts – Louisiana (Louisiana) · Watch on YouTube

youtube_video numEaUOFjdk · row numEaUOFjdk

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Death Of Me

Listed as Reyna Roberts – Death Of Me (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video o1mR8tvERNo · row o1mR8tvERNo

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Lawless

Listed as Reyna Roberts – Lawless (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video sZaPH1ZJq3M · row sZaPH1ZJq3M

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Another Round

Listed as Reyna Roberts – Another Round (Another Round) · Watch on YouTube

youtube_video uWSkARBVFp4 · row uWSkARBVFp4

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We Said I Do

Listed as Reyna Roberts – We Said I Do (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video wsKNwZy-LQU · row wsKNwZy-LQU

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He Gon' Be A Problem

Listed as Reyna Roberts – He Gon' Be A Problem (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video xfZf8qscbGQ · row xfZf8qscbGQ

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Bad Girl Bible

Listed as Reyna Roberts – Bad Girl Bible (Bad Girl Bible, Vol. 1) · Watch on YouTube

youtube_video yrhBSDVZuHU · row yrhBSDVZuHU

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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?