YouTrained

Artist Melanie Bugarinovich on YouTube Music

Yes. Melanie Bugarinovich has 8 songs listed in a dataset used to train AI music models.

Used for training 8

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 Act III, Part II: Trio and Finale, Overture, Act I: Tableau 1 Part I: Galitsky's Aria

Listed under the artist name 8 songs in LAION-DISCO-12M

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

Act III, Part II: Trio and Finale

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Act III, Part II: Trio and Finale (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video 7xiyzH_2Hi0 · row 7xiyzH_2Hi0

LAION-DISCO-12M

Overture

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Overture (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video J-WuFxJbZcI · row J-WuFxJbZcI

LAION-DISCO-12M

Act I: Tableau 1 Part I: Galitsky's Aria

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Act I: Tableau 1 Part I: Galitsky's Aria (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video LYmoUZ2KNKQ · row LYmoUZ2KNKQ

LAION-DISCO-12M

Act I: Tableau 1 Part II

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Act I: Tableau 1 Part II (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video TK4RdnT6-O0 · row TK4RdnT6-O0

LAION-DISCO-12M

Prologue: Part II

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Prologue: Part II (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video n32PBbBObNk · row n32PBbBObNk

LAION-DISCO-12M

Prologue: Part I

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Prologue: Part I (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video odyZem2fs6c · row odyZem2fs6c

LAION-DISCO-12M

Act IV, Part I: Yaroslavna's Lament

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Act IV, Part I: Yaroslavna's Lament (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video tOkNPmS91hc · row tOkNPmS91hc

LAION-DISCO-12M

Act I: Tableau 1 Part II: Arioso of Yaroslavna

Listed as Dushan Popovich, Biserka Tzveych, Drago Petrovich, Melanie Bugarinovich – Act I: Tableau 1 Part II: Arioso of Yaroslavna (Borodin, A.: Prince Igor [Opera] (Belgrade National Opera) (1955)) · Watch on YouTube

youtube_video z4-XmJqFLsw · row z4-XmJqFLsw

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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