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 Restez, Ma belle histoire, Mon cœur bat
Artist Julia Boutros on YouTube Music
Yes. Julia Boutros has 108 songs listed in a dataset used to train AI music models.
Listed under the artist name 108 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Restez
Listed as Julia Boutros – Restez (Julia chante Elias Rahbani) · Watch on YouTube
youtube_video 3-E9rhwOCkw · row 3-E9rhwOCkw
LAION-DISCO-12M
Ma belle histoire
Listed as Julia Boutros – Ma belle histoire (Julia chante Elias Rahbani) · Watch on YouTube
youtube_video 58AWx-X0Fu4 · row 58AWx-X0Fu4
LAION-DISCO-12M
Mon cœur bat
Listed as Julia Boutros – Mon cœur bat (Julia chante Elias Rahbani) · Watch on YouTube
youtube_video CYkEUW-CZHE · row CYkEUW-CZHE
LAION-DISCO-12M
وين الملايين (feat. سوسن حمامي & Amal Arafa)
Listed as Julia Boutros – وين الملايين (feat. سوسن حمامي & Amal Arafa) (وين الملايين) · Watch on YouTube
youtube_video QFwyH0UuGVQ · row QFwyH0UuGVQ
LAION-DISCO-12M
Dubai Law Tasaalina El Bawha
Listed as Julia Boutros – Dubai Law Tasaalina El Bawha (Chi Gharib) · Watch on YouTube
youtube_video QMyYJE-8lUo · row QMyYJE-8lUo
LAION-DISCO-12M
Limaza
Listed as Julia Boutros – Limaza (Hkayet Aatab) · Watch on YouTube
youtube_video Xv7yLzG4Gfc · row Xv7yLzG4Gfc
LAION-DISCO-12M
Bikhyalak
Listed as Julia Boutros – Bikhyalak (Ghabet Shams El Hak) · Watch on YouTube
youtube_video n8cBgI928mE · row n8cBgI928mE
LAION-DISCO-12M
Bard W Nar
Listed as Julia Boutros – Bard W Nar (Hkayet Aatab) · Watch on YouTube
youtube_video zrp1OEha6cQ · row zrp1OEha6cQ
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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08
What you can do
3 routes. None is a guarantee.
- UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
Is this you?
These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.