Yes. Jugurtha has 36 songs listed in a dataset used to train AI music models.

Used for training 36

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 Odalisque (Estray Remix), Odalisque (Rafael Aragon Remix), Jannaty

Listed under the artist name 36 songs in LAION-DISCO-12M

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

Odalisque (Estray Remix)

Listed as Jugurtha, Stéphane Salerno – Odalisque (Estray Remix) (Odalisque) · Watch on YouTube

youtube_video 2c3MhblfLbs · row 2c3MhblfLbs

LAION-DISCO-12M

Odalisque (Rafael Aragon Remix)

Listed as Jugurtha, Stéphane Salerno – Odalisque (Rafael Aragon Remix) (Odalisque) · Watch on YouTube

youtube_video 74FBC6JaU2w · row 74FBC6JaU2w

LAION-DISCO-12M

Jannaty

Listed as Jugurtha – Jannaty (Around the World II (Compiled by Rialians on Earth)) · Watch on YouTube

youtube_video A2IflFBpf8A · row A2IflFBpf8A

LAION-DISCO-12M

Ipermaho

Listed as Jugurtha – Ipermaho (Dune 2) · Watch on YouTube

youtube_video ApYplkeD8h8 · row ApYplkeD8h8

LAION-DISCO-12M

Serail (MiRET Remix)

Listed as Jugurtha, Stéphane Salerno – Serail (MiRET Remix) (Odalisque) · Watch on YouTube

youtube_video C0MSHGlhDhw · row C0MSHGlhDhw

LAION-DISCO-12M

Sophonisbe (Zone+ Interpretation)

Listed as Jugurtha – Sophonisbe (Zone+ Interpretation) (Sophonisbe Β) · Watch on YouTube

youtube_video C66hFVcoogQ · row C66hFVcoogQ

LAION-DISCO-12M

Undersand

Listed as Princebaba & Jugurtha, Jugurtha – Undersand (Dreaming) · Watch on YouTube

youtube_video CZZHa4Uqyus · row CZZHa4Uqyus

LAION-DISCO-12M

Khayyam

Listed as Jugurtha – Khayyam (Khayyam) · Watch on YouTube

youtube_video FU2zJFPfHOE · row FU2zJFPfHOE

LAION-DISCO-12M

Sophonisbe feat. Stephane Salerno (Sahale Remix) (feat. Stephane Salerno)

Listed as Jugurtha – Sophonisbe feat. Stephane Salerno (Sahale Remix) (feat. Stephane Salerno) (Sophonisbe) · Watch on YouTube

youtube_video GfZ1XHenbj4 · row GfZ1XHenbj4

LAION-DISCO-12M

Undersand (Bagô Remix)

Listed as Princebaba & Jugurtha, Jugurtha – Undersand (Bagô Remix) (Dreaming) · Watch on YouTube

youtube_video HBgO5thPk7Y · row HBgO5thPk7Y

LAION-DISCO-12M

Khayyam (Dubelu Remix)

Listed as Jugurtha – Khayyam (Dubelu Remix) (Khayyam) · Watch on YouTube

youtube_video HFQkXhxMQ5s · row HFQkXhxMQ5s

LAION-DISCO-12M

Kalima (Zuma Dionys Remix)

Listed as Jugurtha – Kalima (Zuma Dionys Remix) (Kalima) · Watch on YouTube

youtube_video HmsjDtO2pNs · row HmsjDtO2pNs

LAION-DISCO-12M

Atbara (KeyBe Remix)

Listed as Jugurtha, Stéphane Salerno – Atbara (KeyBe Remix) (Odalisque) · Watch on YouTube

youtube_video LWWun5S9vD4 · row LWWun5S9vD4

LAION-DISCO-12M

Sophonisbe (AsK Vision) (feat. Ask)

Listed as Jugurtha – Sophonisbe (AsK Vision) (feat. Ask) (Sophonisbe Β) · Watch on YouTube

youtube_video MOMDlUkV8EY · row MOMDlUkV8EY

LAION-DISCO-12M

Kalima (Muno Remix)

Listed as Jugurtha – Kalima (Muno Remix) (Kalima) · Watch on YouTube

youtube_video R5sPhZzRE1E · row R5sPhZzRE1E

LAION-DISCO-12M

Antaras

Listed as Keybe, Jugurtha – Antaras (Around the World II (Compiled by Rialians on Earth)) · Watch on YouTube

youtube_video Tc3ZYJJgxQA · row Tc3ZYJJgxQA

LAION-DISCO-12M

Kemmi

Listed as Massi, Jugurtha – Kemmi (Explosif kabyle, Vol. 1) · Watch on YouTube

youtube_video USz61U5YfVI · row USz61U5YfVI

LAION-DISCO-12M

Khayyam (Keybe & Pandhora Remix)

Listed as Jugurtha – Khayyam (Keybe & Pandhora Remix) (Khayyam) · Watch on YouTube

youtube_video YJ7O-KPgjz8 · row YJ7O-KPgjz8

LAION-DISCO-12M

Kalima (Senora Remix)

Listed as Jugurtha – Kalima (Senora Remix) (Kalima) · Watch on YouTube

youtube_video YNgIEuVG3g8 · row YNgIEuVG3g8

LAION-DISCO-12M

Sophonisbe feat. Stephane Salerno (feat. Stephane Salerno)

Listed as Jugurtha – Sophonisbe feat. Stephane Salerno (feat. Stephane Salerno) (Sophonisbe) · Watch on YouTube

youtube_video ZzqohwptSSU · row ZzqohwptSSU

LAION-DISCO-12M

Dreaming (Roze (FR) Remix)

Listed as Bago (FR) & Jugurtha, Jugurtha – Dreaming (Roze (FR) Remix) (Dreaming) · Watch on YouTube

youtube_video _aa0Mx7Nw-0 · row _aa0Mx7Nw-0

LAION-DISCO-12M

Serail (Ask Remix)

Listed as Jugurtha, Stéphane Salerno – Serail (Ask Remix) (Odalisque) · Watch on YouTube

youtube_video aOA6-AlNDt8 · row aOA6-AlNDt8

LAION-DISCO-12M

Dreaming (Sorä & Massam Remix)

Listed as Bago (FR) & Jugurtha, Jugurtha – Dreaming (Sorä & Massam Remix) (Dreaming) · Watch on YouTube

youtube_video bMoGQHVKZ6A · row bMoGQHVKZ6A

LAION-DISCO-12M

Dreaming

Listed as Bago (FR) & Jugurtha, Jugurtha – Dreaming (Dreaming) · Watch on YouTube

youtube_video dFaU0wHcgDI · row dFaU0wHcgDI

LAION-DISCO-12M

Sophonisbe (The Soul Brothers Remix)

Listed as Jugurtha – Sophonisbe (The Soul Brothers Remix) (Sophonisbe Β) · Watch on YouTube

youtube_video hEhtblcIUu8 · row hEhtblcIUu8

LAION-DISCO-12M

Khayyam (Ask Remix)

Listed as Jugurtha – Khayyam (Ask Remix) (Khayyam) · Watch on YouTube

youtube_video hN0cK_Ormd4 · row hN0cK_Ormd4

LAION-DISCO-12M

Kalima

Listed as Jugurtha – Kalima (Kalima) · Watch on YouTube

youtube_video kEUd_qQlXTU · row kEUd_qQlXTU

LAION-DISCO-12M

Serail

Listed as Jugurtha, Stéphane Salerno – Serail (Odalisque) · Watch on YouTube

youtube_video m6ThY6oA-f0 · row m6ThY6oA-f0

LAION-DISCO-12M

Atbara

Listed as Jugurtha, Stéphane Salerno – Atbara (Odalisque) · Watch on YouTube

youtube_video p8lTflJi23I · row p8lTflJi23I

LAION-DISCO-12M

Le Jardin Des Houris

Listed as Jugurtha – Le Jardin Des Houris (El Mediterranean Compilation) · Watch on YouTube

youtube_video poFL0Ncso34 · row poFL0Ncso34

LAION-DISCO-12M

Le Regard Du Loup

Listed as SANDER (FR), Jugurtha – Le Regard Du Loup (Stories of the Past) · Watch on YouTube

youtube_video r5Nvubg55-s · row r5Nvubg55-s

LAION-DISCO-12M

Julbab

Listed as Jugurtha – Julbab (Orienté (New Oriental Trip)) · Watch on YouTube

youtube_video sPHMNWluYU8 · row sPHMNWluYU8

LAION-DISCO-12M

Nepsis feat. Stephane Salerno (feat. Stephane Salerno)

Listed as Jugurtha, Cafe De Anatolia – Nepsis feat. Stephane Salerno (feat. Stephane Salerno) (Pulse II) · Watch on YouTube

youtube_video vEAnV_5gvXQ · row vEAnV_5gvXQ

LAION-DISCO-12M

Sophonisbe feat. Stephane Salerno (Jacob Groening Remix) (feat. Stephane Salerno)

Listed as Jugurtha – Sophonisbe feat. Stephane Salerno (Jacob Groening Remix) (feat. Stephane Salerno) (Sophonisbe) · Watch on YouTube

youtube_video wL_-ut9TQGw · row wL_-ut9TQGw

LAION-DISCO-12M

Sophonisbe feat. Stephane Salerno (Rabih Rizk Remix) (feat. Stephane Salerno)

Listed as Jugurtha – Sophonisbe feat. Stephane Salerno (Rabih Rizk Remix) (feat. Stephane Salerno) (Sophonisbe) · Watch on YouTube

youtube_video z5IKdK-1WfU · row z5IKdK-1WfU

LAION-DISCO-12M

Odalisque

Listed as Jugurtha, Stéphane Salerno – Odalisque (Odalisque) · Watch on YouTube

youtube_video zdb6noG4cFs · row zdb6noG4cFs

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.