YouTrained

Artist Najat Aatabou on YouTube Music

Yes. Najat Aatabou has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Ach Ngoulih, Sbara, Choufi Ghiro

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Ach Ngoulih

Listed as Najat Aatabou – Ach Ngoulih (Mchite ou Jite) · Watch on YouTube

youtube_video -MSTOG6hyu0 · row -MSTOG6hyu0

LAION-DISCO-12M

Sbara

Listed as Najat Aatabou – Sbara (Sbara) · Watch on YouTube

youtube_video 0j6HxbpGMQM · row 0j6HxbpGMQM

LAION-DISCO-12M

Choufi Ghiro

Listed as Najat Aatabou – Choufi Ghiro (Ach Dert Ana) · Watch on YouTube

youtube_video 1Kh0oYpZ10o · row 1Kh0oYpZ10o

LAION-DISCO-12M

Ana ma nebghiche ana, moi je ne veux pas

Listed as Najat Aatabou – Ana ma nebghiche ana, moi je ne veux pas (Najat Aatabou, Amour... Déception...) · Watch on YouTube

youtube_video 4Q3YAZiC6BE · row 4Q3YAZiC6BE

LAION-DISCO-12M

Chouafa

Listed as Najat Aatabou – Chouafa (Chouafa) · Watch on YouTube

youtube_video 4t1gOGYvBh4 · row 4t1gOGYvBh4

LAION-DISCO-12M

El Mektab

Listed as Najat Aatabou – El Mektab (J'en Ai Marre) · Watch on YouTube

youtube_video 4xHqBImPgbo · row 4xHqBImPgbo

LAION-DISCO-12M

Danitou Hob Kbir

Listed as Najat Atabou – Danitou Hob Kbir (Souaret) · Watch on YouTube

youtube_video 5p4kYArz8pQ · row 5p4kYArz8pQ

LAION-DISCO-12M

La Tebkich

Listed as Najat Aatabou – La Tebkich (L'Olympia Bruno Coquatrix (Deluxe Edition)) · Watch on YouTube

youtube_video 6iTlXaRFOxY · row 6iTlXaRFOxY

LAION-DISCO-12M

Aatani B Dhar

Listed as Najat Aatabou – Aatani B Dhar (Sbara) · Watch on YouTube

youtube_video 6qSad5e8wwc · row 6qSad5e8wwc

LAION-DISCO-12M

Samhili el walda

Listed as Najat Aâtabou – Samhili el walda (Rawaï el maghreb) · Watch on YouTube

youtube_video 7VRCGzJYcno · row 7VRCGzJYcno

LAION-DISCO-12M

Lin Hroubi

Listed as Najat Aatabou – Lin Hroubi (Ach Dert Ana) · Watch on YouTube

youtube_video 7mtjX9FAtcA · row 7mtjX9FAtcA

LAION-DISCO-12M

Saoub Lik Lah

Listed as Najat Atabou – Saoub Lik Lah (Souaret) · Watch on YouTube

youtube_video 8SlGo9AiV-0 · row 8SlGo9AiV-0

LAION-DISCO-12M

Nechrik B Soum L'Ghali

Listed as Najat Aatabou – Nechrik B Soum L'Ghali (Fin Kharja F Had Lil/Kharja L'Darna) · Watch on YouTube

youtube_video 9dHqrNpqne4 · row 9dHqrNpqne4

LAION-DISCO-12M

Ayetin Belkdoub

Listed as Najat Aatabou – Ayetin Belkdoub (Najat & Hassan) · Watch on YouTube

youtube_video F0QOopP_7O0 · row F0QOopP_7O0

LAION-DISCO-12M

Sir Dmouat Tabaak

Listed as Najat Aatabou – Sir Dmouat Tabaak (Goul El Hak El Mout Kayna) · Watch on YouTube

youtube_video FXSdcIFfUnU · row FXSdcIFfUnU

LAION-DISCO-12M

Anta ouana

Listed as Najat Aatabou – Anta ouana (Anta ouana) · Watch on YouTube

youtube_video GtSD0i06MyI · row GtSD0i06MyI

LAION-DISCO-12M

Hakada Arada Allah

Listed as Najat Aatabou – Hakada Arada Allah (Taki Fia Allah) · Watch on YouTube

youtube_video HVPUva7Lfto · row HVPUva7Lfto

LAION-DISCO-12M

El Maktab

Listed as Najat Atabou – El Maktab (El Maktab) · Watch on YouTube

youtube_video IlCJveyADS8 · row IlCJveyADS8

LAION-DISCO-12M

Aandak Tkoun Boudina

Listed as Najat Aatabou – Aandak Tkoun Boudina (Aandak Tkoun Boudina) · Watch on YouTube

youtube_video JHTjMlpuFb4 · row JHTjMlpuFb4

LAION-DISCO-12M

Matfahemnach Ya Weld Nass

Listed as Najat Aatabou – Matfahemnach Ya Weld Nass (Sbara) · Watch on YouTube

youtube_video JQAnGv2fExo · row JQAnGv2fExo

LAION-DISCO-12M

Eli Ytiq Fi Rjal

Listed as Najat Aatabou – Eli Ytiq Fi Rjal (Najat & Hassan) · Watch on YouTube

youtube_video OQe-8iwokZQ · row OQe-8iwokZQ

LAION-DISCO-12M

Zayed fi mlami

Listed as Najat Atabou – Zayed fi mlami (Ach dert ana) · Watch on YouTube

youtube_video P9j5W-cm2_M · row P9j5W-cm2_M

LAION-DISCO-12M

Aar Rebbi La Tfekrouni

Listed as Najat Aatabou – Aar Rebbi La Tfekrouni (Chouafa) · Watch on YouTube

youtube_video PUL2i7PJVa0 · row PUL2i7PJVa0

LAION-DISCO-12M

La la ala l'amour, Ah L'amour

Listed as Najat Aatabou – La la ala l'amour, Ah L'amour (Najat Aatabou, Amour... Déception...) · Watch on YouTube

youtube_video PhbCDdo4QkU · row PhbCDdo4QkU

LAION-DISCO-12M

Koun Aarafti Mali

Listed as Najat Aatabou – Koun Aarafti Mali (Et Oui Mon Ami, Parle Je T'écoute/A Lalla Yhdik Allah (Deluxe Edition)) · Watch on YouTube

youtube_video S1xeAVfKQrU · row S1xeAVfKQrU

LAION-DISCO-12M

Ya Mmi La Tebkich

Listed as Najat Aatabou – Ya Mmi La Tebkich (Rani Malit Lahwa) · Watch on YouTube

youtube_video SEWp1WUHkzM · row SEWp1WUHkzM

LAION-DISCO-12M

Kheli Li Chi Souvenir

Listed as Najat Aatabou – Kheli Li Chi Souvenir (Souvenir) · Watch on YouTube

youtube_video TDHc5L7SGNI · row TDHc5L7SGNI

LAION-DISCO-12M

Ka Tyar Li Manda

Listed as Najat Aatabou – Ka Tyar Li Manda (Najat & Hassan) · Watch on YouTube

youtube_video UPFvDX7B-fQ · row UPFvDX7B-fQ

LAION-DISCO-12M

Kiyti

Listed as Najat Aatabou – Kiyti (Mchite ou Jite) · Watch on YouTube

youtube_video UomtUPEkECQ · row UomtUPEkECQ

LAION-DISCO-12M

J'en Ai Marre

Listed as Najat Aatabou – J'en Ai Marre (L'Olympia Bruno Coquatrix (Deluxe Edition)) · Watch on YouTube

youtube_video VTzIOT-5Dno · row VTzIOT-5Dno

LAION-DISCO-12M

Fin Kharja Fi Had Lil

Listed as Najat Aatabou – Fin Kharja Fi Had Lil (Najat & Hassan) · Watch on YouTube

youtube_video bDvqun03h_c · row bDvqun03h_c

LAION-DISCO-12M

Rani Malit Lahwa

Listed as Najat Aatabou – Rani Malit Lahwa (Rani Malit Lahwa) · Watch on YouTube

youtube_video bqS3OnjWXQk · row bqS3OnjWXQk

LAION-DISCO-12M

Salou Qalbi

Listed as Najat Aatabou – Salou Qalbi (El Mektab) · Watch on YouTube

youtube_video cBVwh6AYn38 · row cBVwh6AYn38

LAION-DISCO-12M

Chkaya Lillah

Listed as Najat Aatabou – Chkaya Lillah (Kedba Bayna) · Watch on YouTube

youtube_video d_VBZvPQGrg · row d_VBZvPQGrg

LAION-DISCO-12M

Machi Logique

Listed as Najat Aatabou – Machi Logique (Rani Malit Lahwa) · Watch on YouTube

youtube_video fSAHO6YeLlo · row fSAHO6YeLlo

LAION-DISCO-12M

Ach Dert Ana

Listed as Najat Aatabou – Ach Dert Ana (Ach Dert Ana) · Watch on YouTube

youtube_video ffIucPzTsVo · row ffIucPzTsVo

LAION-DISCO-12M

Fawaj Gher Nta

Listed as Najat Aatabou – Fawaj Gher Nta (Najat & Hassan) · Watch on YouTube

youtube_video iDh9JjCaf2w · row iDh9JjCaf2w

LAION-DISCO-12M

Mchite ou Jite

Listed as Najat Aatabou – Mchite ou Jite (Halfa Aalih) · Watch on YouTube

youtube_video idq14mShbwQ · row idq14mShbwQ

LAION-DISCO-12M

Wach Machi Men Haki Naich

Listed as Najat Aatabou – Wach Machi Men Haki Naich (Rani Malit Lahwa) · Watch on YouTube

youtube_video mJUpQ_LQJnY · row mJUpQ_LQJnY

LAION-DISCO-12M

Ouach ensiti

Listed as Najat Aatabou – Ouach ensiti (Goul el hak el mout kaina) · Watch on YouTube

youtube_video nRBiDZUo6L0 · row nRBiDZUo6L0

LAION-DISCO-12M

Mchite ou Jite

Listed as Najat Aatabou – Mchite ou Jite (Mchite ou Jite) · Watch on YouTube

youtube_video ptJcGuyDNcc · row ptJcGuyDNcc

LAION-DISCO-12M

Attention A Monsieur

Listed as Najat Aatabou – Attention A Monsieur (Attention A Monsieur) · Watch on YouTube

youtube_video pzPuRubtMCM · row pzPuRubtMCM

LAION-DISCO-12M

Qalbi Metaalaq Bih

Listed as Najat Aatabou – Qalbi Metaalaq Bih (Souvenir) · Watch on YouTube

youtube_video tFUiWvlJFrQ · row tFUiWvlJFrQ

LAION-DISCO-12M

Meskina Ana

Listed as Najat Aatabou – Meskina Ana (Rani Malit Lahwa) · Watch on YouTube

youtube_video uBuVLLreZJw · row uBuVLLreZJw

LAION-DISCO-12M

J'en Ai Marre

Listed as Najat Aatabou – J'en Ai Marre (El Mektab) · Watch on YouTube

youtube_video ujM_YgzbJOg · row ujM_YgzbJOg

LAION-DISCO-12M

El Zhar Wallah Manksbo

Listed as Najat Aatabou – El Zhar Wallah Manksbo (Najat & Hassan) · Watch on YouTube

youtube_video vsLsRnFcPaU · row vsLsRnFcPaU

LAION-DISCO-12M

Men Dik Lila

Listed as Najat Aatabou – Men Dik Lila (Taki Fia Allah) · Watch on YouTube

youtube_video wQIFIWdz_Qc · row wQIFIWdz_Qc

LAION-DISCO-12M

Goul El Hak El Mout Kayna

Listed as Najat Aatabou – Goul El Hak El Mout Kayna (Goul El Hak El Mout Kayna) · Watch on YouTube

youtube_video wVHDUVO5JhU · row wVHDUVO5JhU

LAION-DISCO-12M

Hadi Haltna Dima

Listed as Najat Aatabou – Hadi Haltna Dima (Rani Mellit Lehwa) · Watch on YouTube

youtube_video yS5Se1PzctI · row yS5Se1PzctI

LAION-DISCO-12M

Lahdia Jat

Listed as Najat Aatabou – Lahdia Jat (Lahdia Jat) · Watch on YouTube

youtube_video yx7zDMVHNHw · row yx7zDMVHNHw

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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