Yes. Bouchra has 14 songs listed in a dataset used to train AI music models.

Used for training 14

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 Hbibi li weleftou, Ayit neakel fih, Kolchi belekridi

Listed under the artist name 14 songs in LAION-DISCO-12M

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

Hbibi li weleftou

Listed as Bouchra – Hbibi li weleftou (La perle du nord Bouchra) · Watch on YouTube

youtube_video 3Xts00NGhkw · row 3Xts00NGhkw

LAION-DISCO-12M

Ayit neakel fih

Listed as Bouchra – Ayit neakel fih (La perle du nord Bouchra) · Watch on YouTube

youtube_video 9cdbWbiH6ek · row 9cdbWbiH6ek

LAION-DISCO-12M

Kolchi belekridi

Listed as Bouchra, Cheb Rayan – Kolchi belekridi (Kolchi belekridi & Malek Ya Rajel) · Watch on YouTube

youtube_video Hjix8CCSi8Y · row Hjix8CCSi8Y

LAION-DISCO-12M

Beslama bay bay

Listed as Bouchra – Beslama bay bay (La perle du nord Bouchra) · Watch on YouTube

youtube_video UPtQFse_OWk · row UPtQFse_OWk

LAION-DISCO-12M

Laaroussa

Listed as Bouchra – Laaroussa (La perle du nord Bouchra) · Watch on YouTube

youtube_video Vch5eSGPqMQ · row Vch5eSGPqMQ

LAION-DISCO-12M

Wellah mani msamha

Listed as Bouchra – Wellah mani msamha (La perle du nord Bouchra) · Watch on YouTube

youtube_video _vFIx7fTAws · row _vFIx7fTAws

LAION-DISCO-12M

Tehdira

Listed as Bouchra – Tehdira (La perle du nord Bouchra) · Watch on YouTube

youtube_video b3hKhP90mnQ · row b3hKhP90mnQ

LAION-DISCO-12M

Rani Marié

Listed as Cheb Rayan, Bouchra – Rani Marié (Kolchi belekridi & Malek Ya Rajel) · Watch on YouTube

youtube_video dYPxjXH4URo · row dYPxjXH4URo

LAION-DISCO-12M

Tfekert tetouan

Listed as Bouchra – Tfekert tetouan (La perle du nord Bouchra) · Watch on YouTube

youtube_video ey6RWvv0XdI · row ey6RWvv0XdI

LAION-DISCO-12M

Aaini alik a aayla

Listed as Bouchra – Aaini alik a aayla (La perle du nord Bouchra) · Watch on YouTube

youtube_video fySTprr2fqs · row fySTprr2fqs

LAION-DISCO-12M

Sebhan allah ya latif

Listed as Bouchra – Sebhan allah ya latif (La perle du nord Bouchra) · Watch on YouTube

youtube_video jwFNn2i2UWE · row jwFNn2i2UWE

LAION-DISCO-12M

Ouh ya ntiya

Listed as Bouchra – Ouh ya ntiya (La perle du nord Bouchra) · Watch on YouTube

youtube_video uPentcJqfIA · row uPentcJqfIA

LAION-DISCO-12M

Ma tehleflich

Listed as Bouchra – Ma tehleflich (La perle du nord Bouchra) · Watch on YouTube

youtube_video vXZvI1T51go · row vXZvI1T51go

LAION-DISCO-12M

Ya lalla ya torkia

Listed as Bouchra – Ya lalla ya torkia (La perle du nord Bouchra) · Watch on YouTube

youtube_video wQ4bch8FCOU · row wQ4bch8FCOU

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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

Is this you?

Check another name

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.