Yes. Cheb Mustapha has 159 songs listed in a dataset used to train AI music models.

Used for training 159

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 Nekhdem wela Ngablek (feat. Manini Sahar), Ismi Yekhdem 3liya, Ysaharha W y9alachha

Listed under the artist name 159 songs in LAION-DISCO-12M

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

Nekhdem wela Ngablek (feat. Manini Sahar)

Listed as Cheb Mustapha – Nekhdem wela Ngablek (feat. Manini Sahar) (Nekhdem wela Ngablek) · Watch on YouTube

youtube_video 0Adk4IWv6Fo · row 0Adk4IWv6Fo

LAION-DISCO-12M

Ismi Yekhdem 3liya

Listed as CHEB MUSTAPHA – Ismi Yekhdem 3liya (Ismi Yekhdem 3liya) · Watch on YouTube

youtube_video 3eJgE_SVS7I · row 3eJgE_SVS7I

LAION-DISCO-12M

Ysaharha W y9alachha

Listed as Cheb Mustapha – Ysaharha W y9alachha (Vous Allez Bien) · Watch on YouTube

youtube_video 4ELEHDDO-gE · row 4ELEHDDO-gE

LAION-DISCO-12M

Bayna berada

Listed as Cheb Mustapha – Bayna berada (Bayna berada) · Watch on YouTube

youtube_video 4TY2DJSYkB4 · row 4TY2DJSYkB4

LAION-DISCO-12M

Waldiha Zawdjouha Zkara (Live)

Listed as Cheb Mustapha – Waldiha Zawdjouha Zkara (Live) (Live Smati, Vol. 2 (Live)) · Watch on YouTube

youtube_video 5L3qiferbCw · row 5L3qiferbCw

LAION-DISCO-12M

Mazel Liyam Dor

Listed as Cheb Mustapha – Mazel Liyam Dor (Classico Raï) · Watch on YouTube

youtube_video 5kq0iO3NkEA · row 5kq0iO3NkEA

LAION-DISCO-12M

شكامة راهم بزاف

Listed as Cheb Mustapha – شكامة راهم بزاف (لي يسالني يجي يخلص (Manini Sahar)) · Watch on YouTube

youtube_video 6Ze_5ZQz5TA · row 6Ze_5ZQz5TA

LAION-DISCO-12M

لي يغلط يتسرح

Listed as Cheb Mustapha – لي يغلط يتسرح (لي يغلط يتسرح) · Watch on YouTube

youtube_video 7kSjcat-L9k · row 7kSjcat-L9k

LAION-DISCO-12M

Ga3 Bghawli Lbou Habass w Ana 3ayech Labass

Listed as Cheb Mustapha – Ga3 Bghawli Lbou Habass w Ana 3ayech Labass (Ga3 Bghawli Lbou Habass w Ana 3ayech Labass) · Watch on YouTube

youtube_video 8GrnjaL0XDc · row 8GrnjaL0XDc

LAION-DISCO-12M

Lil

Listed as Cheb Mustapha – Lil (Special DJ Reguadda, Vol. 16) · Watch on YouTube

youtube_video 8f6IaW0o27Q · row 8f6IaW0o27Q

LAION-DISCO-12M

ملي خطيتك تبهدلتي

Listed as Cheb Mustapha – ملي خطيتك تبهدلتي (ملي خطيتك تبهدلتي) · Watch on YouTube

youtube_video 9Tzqt7NbHu8 · row 9Tzqt7NbHu8

LAION-DISCO-12M

Yji Yokhloss Li Ysselna

Listed as Cheb Mustapha – Yji Yokhloss Li Ysselna (Yji Yokhloss Li Ysselna) · Watch on YouTube

youtube_video AQWKlegmo6Q · row AQWKlegmo6Q

LAION-DISCO-12M

Lharba Lharba Semhili Mimti (feat. Manini Sahar)

Listed as Cheb Mustapha – Lharba Lharba Semhili Mimti (feat. Manini Sahar) (Lharba Lharba Semhili Mimti) · Watch on YouTube

youtube_video Ek4fcQFlQdY · row Ek4fcQFlQdY

LAION-DISCO-12M

Ay Galbi

Listed as Cheb Mustapha – Ay Galbi (Ay Galbi) · Watch on YouTube

youtube_video FV3GyxILVrw · row FV3GyxILVrw

LAION-DISCO-12M

اي اي ماديرليش هاكا راني نتمونكا (feat. Manini Sahar)

Listed as Cheb Mustapha – اي اي ماديرليش هاكا راني نتمونكا (feat. Manini Sahar) (اي اي ماديرليش هاكا راني نتمونكا) · Watch on YouTube

youtube_video FeIje_bRxrI · row FeIje_bRxrI

LAION-DISCO-12M

LBayda 3ayatni

Listed as Cheb Mustapha – LBayda 3ayatni (LBayda 3ayatni) · Watch on YouTube

youtube_video FpdaGKnSVoU · row FpdaGKnSVoU

LAION-DISCO-12M

Li Twaswas Rani 3lih

Listed as Cheb Mustapha – Li Twaswas Rani 3lih (Li Twaswas Rani 3lih) · Watch on YouTube

youtube_video G4g0_CI40Ho · row G4g0_CI40Ho

LAION-DISCO-12M

مستقبل مجهول

Listed as Cheb Mustapha, Amine La Colombe – مستقبل مجهول (مستقبل مجهول) · Watch on YouTube

youtube_video Gf2aPC69bnM · row Gf2aPC69bnM

LAION-DISCO-12M

goultou 3lah rah ysatar

Listed as Cheb Mustapha, Amine La Colombe – goultou 3lah rah ysatar (goultou 3lah rah ysatar) · Watch on YouTube

youtube_video IkigaxBaVHk · row IkigaxBaVHk

LAION-DISCO-12M

صاحبها جدارمي

Listed as Cheb Mustapha – صاحبها جدارمي (صاحبها جدارمي) · Watch on YouTube

youtube_video J5hYZves0NQ · row J5hYZves0NQ

LAION-DISCO-12M

Khasna Chkara Ta3 Jowara

Listed as Cheb Mustapha – Khasna Chkara Ta3 Jowara (Khasna Chkara Ta3 Jowara) · Watch on YouTube

youtube_video Kt5JJdlLKA0 · row Kt5JJdlLKA0

LAION-DISCO-12M

Ki Bara Ki Dakhel

Listed as Cheb Mustapha – Ki Bara Ki Dakhel (Ki Bara Ki Dakhel) · Watch on YouTube

youtube_video Ltkc4bdTxQw · row Ltkc4bdTxQw

LAION-DISCO-12M

9ader Rouhek A Chiekh Sghar w Derna Tarikh

Listed as Cheb Mustapha – 9ader Rouhek A Chiekh Sghar w Derna Tarikh (9ader Rouhek A Chiekh Sghar w Derna Tarikh) · Watch on YouTube

youtube_video QptcdWKG65g · row QptcdWKG65g

LAION-DISCO-12M

Arwahili Khabta (feat. Cheba Sabah)

Listed as Cheb Mustapha – Arwahili Khabta (feat. Cheba Sabah) (Arwahili Khabta) · Watch on YouTube

youtube_video THIyWfg0hT4 · row THIyWfg0hT4

LAION-DISCO-12M

Trafikina Marbahnach Fel Lhlal w Marbahnach

Listed as Cheb Mustapha – Trafikina Marbahnach Fel Lhlal w Marbahnach (Trafikina Marbahnach Fel Lhlal w Marbahnach) · Watch on YouTube

youtube_video TKSBnehBv_c · row TKSBnehBv_c

LAION-DISCO-12M

Kteltini Beshourek

Listed as Cheb Mustapha – Kteltini Beshourek (Kteltini Beshourek) · Watch on YouTube

youtube_video TWOHf4fHnCM · row TWOHf4fHnCM

LAION-DISCO-12M

boha marahach kabal

Listed as Cheb Mustapha – boha marahach kabal (istikhbar) · Watch on YouTube

youtube_video TjK0GNPwB7I · row TjK0GNPwB7I

LAION-DISCO-12M

Ana Wahdi Wanta Bonda

Listed as Cheb Mustapha – Ana Wahdi Wanta Bonda (Ana Wahdi Wanta Bonda) · Watch on YouTube

youtube_video WWgCtUG9iOM · row WWgCtUG9iOM

LAION-DISCO-12M

Zahri Kan Ja Bnadem (feat. Manini Sahar)

Listed as Cheb Mustapha – Zahri Kan Ja Bnadem (feat. Manini Sahar) (Zahri Kan Ja Bnadem) · Watch on YouTube

youtube_video XdO1HPakk3g · row XdO1HPakk3g

LAION-DISCO-12M

L' autoroute

Listed as Cheb Mustapha – L' autoroute (L' autoroute) · Watch on YouTube

youtube_video YdN3T02fMPw · row YdN3T02fMPw

LAION-DISCO-12M

ماجيتش نعشق فلكباري

Listed as Cheb Mustapha – ماجيتش نعشق فلكباري (ماجيتش نعشق فلكباري) · Watch on YouTube

youtube_video ZYjiWE7zXOg · row ZYjiWE7zXOg

LAION-DISCO-12M

Zaama La3betha Chaba

Listed as Cheb Mustapha – Zaama La3betha Chaba (Zaama La3betha Chaba) · Watch on YouTube

youtube_video av-1I8QAJfk · row av-1I8QAJfk

LAION-DISCO-12M

Naghlbohom Ga3 Drahem Wala Dra3

Listed as Cheb Mustapha – Naghlbohom Ga3 Drahem Wala Dra3 (Naghlbohom Ga3 Drahem Wala Dra3) · Watch on YouTube

youtube_video cjUu5lU7KOU · row cjUu5lU7KOU

LAION-DISCO-12M

Wi Beda3a

Listed as Cheb Mustapha – Wi Beda3a (Wi Beda3a) · Watch on YouTube

youtube_video fErwhtmiHDw · row fErwhtmiHDw

LAION-DISCO-12M

Ghi Ta3 Swalh

Listed as Cheb Mustapha – Ghi Ta3 Swalh (Ghi Ta3 Swalh) · Watch on YouTube

youtube_video giOEbgH4e1c · row giOEbgH4e1c

LAION-DISCO-12M

Tebghi l3icha inTique

Listed as Cheb Mustapha – Tebghi l3icha inTique (Tebghi l3icha inTique) · Watch on YouTube

youtube_video h22tBOcmOdk · row h22tBOcmOdk

LAION-DISCO-12M

Fahemna L9adeya Nta Rajel Wela Wliya

Listed as CHEB MUSTAPHA – Fahemna L9adeya Nta Rajel Wela Wliya (Fahemna L9adeya Nta Rajel Wela Wliya) · Watch on YouTube

youtube_video i5P1byrJ3SY · row i5P1byrJ3SY

LAION-DISCO-12M

Ismi dartah wahdi

Listed as Cheb Mustapha – Ismi dartah wahdi (Ismi dartah wahdi) · Watch on YouTube

youtube_video lHlo9xs9fzk · row lHlo9xs9fzk

LAION-DISCO-12M

Ma promesse

Listed as Cheb Mustapha – Ma promesse (Ma promesse) · Watch on YouTube

youtube_video lfkRCZZXaSM · row lfkRCZZXaSM

LAION-DISCO-12M

Nedabzo Maalich Nsawtek Maalich

Listed as Cheb Mustapha – Nedabzo Maalich Nsawtek Maalich (Nedabzo Maalich Nsawtek Maalich) · Watch on YouTube

youtube_video mGI6MQVODEc · row mGI6MQVODEc

LAION-DISCO-12M

Karitini Laman

Listed as Cheb Mustapha – Karitini Laman (Karitini Laman) · Watch on YouTube

youtube_video mTYj4WiQZiE · row mTYj4WiQZiE

LAION-DISCO-12M

Mardek Ma3andahch tbib

Listed as Cheb Mustapha – Mardek Ma3andahch tbib (Mardek Ma3andahch tbib) · Watch on YouTube

youtube_video pMI0L8kBhIY · row pMI0L8kBhIY

LAION-DISCO-12M

Khataa 3ach9ek Khataa

Listed as Cheb Mustapha – Khataa 3ach9ek Khataa (Khataa 3ach9ek Khataa) · Watch on YouTube

youtube_video qtENE3MagKY · row qtENE3MagKY

LAION-DISCO-12M

Ga3 Kharjouli Markhas

Listed as Cheb Mustapha – Ga3 Kharjouli Markhas (Ga3 Kharjouli Markhas) · Watch on YouTube

youtube_video udktzmxFLp8 · row udktzmxFLp8

LAION-DISCO-12M

Samouna Mrayil (feat. Dib El3ajib)

Listed as Cheb Mustapha – Samouna Mrayil (feat. Dib El3ajib) (Samouna Mrayil) · Watch on YouTube

youtube_video uxNFNVxUepc · row uxNFNVxUepc

LAION-DISCO-12M

Ntoma Takharhona Madamatkom Ya3ch9ona

Listed as Cheb Mustapha – Ntoma Takharhona Madamatkom Ya3ch9ona (Ntoma Takharhona Madamatkom Ya3ch9ona) · Watch on YouTube

youtube_video vV_0QFz2VEg · row vV_0QFz2VEg

LAION-DISCO-12M

Sghar W Ntirou Ga3 Mena Yghirou

Listed as Cheb Mustapha – Sghar W Ntirou Ga3 Mena Yghirou (Sghar W Ntirou Ga3 Mena Yghirou) · Watch on YouTube

youtube_video vh-h8AndCcU · row vh-h8AndCcU

LAION-DISCO-12M

جرحي نخيطه باليبرة

Listed as Cheb Mustapha – جرحي نخيطه باليبرة (جرحي نخيطه باليبرة) · Watch on YouTube

youtube_video xNPpYvWfI1M · row xNPpYvWfI1M

LAION-DISCO-12M

Hata Chekam Ma Rbah

Listed as Cheb Mustapha – Hata Chekam Ma Rbah (Hata Chekam Ma Rbah) · Watch on YouTube

youtube_video xZwpjvp6Fbk · row xZwpjvp6Fbk

LAION-DISCO-12M

صحابي خرجولي رخاس

Listed as Cheb Mustapha – صحابي خرجولي رخاس (صحابي خرجولي رخاس) · Watch on YouTube

youtube_video yScPrNENfI8 · row yScPrNENfI8

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.