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
Artist Najat Aatabou on YouTube Music
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
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Listed as Najat Aatabou – Ach Ngoulih (Mchite ou Jite) · Watch on YouTube
youtube_video -MSTOG6hyu0 · row -MSTOG6hyu0
LAION-DISCO-12M
Listed as Najat Aatabou – Sbara (Sbara) · Watch on YouTube
youtube_video 0j6HxbpGMQM · row 0j6HxbpGMQM
LAION-DISCO-12M
Listed as Najat Aatabou – Choufi Ghiro (Ach Dert Ana) · Watch on YouTube
youtube_video 1Kh0oYpZ10o · row 1Kh0oYpZ10o
LAION-DISCO-12M
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
Listed as Najat Aatabou – Chouafa (Chouafa) · Watch on YouTube
youtube_video 4t1gOGYvBh4 · row 4t1gOGYvBh4
LAION-DISCO-12M
Listed as Najat Aatabou – El Mektab (J'en Ai Marre) · Watch on YouTube
youtube_video 4xHqBImPgbo · row 4xHqBImPgbo
LAION-DISCO-12M
Listed as Najat Atabou – Danitou Hob Kbir (Souaret) · Watch on YouTube
youtube_video 5p4kYArz8pQ · row 5p4kYArz8pQ
LAION-DISCO-12M
Listed as Najat Aatabou – La Tebkich (L'Olympia Bruno Coquatrix (Deluxe Edition)) · Watch on YouTube
youtube_video 6iTlXaRFOxY · row 6iTlXaRFOxY
LAION-DISCO-12M
Listed as Najat Aatabou – Aatani B Dhar (Sbara) · Watch on YouTube
youtube_video 6qSad5e8wwc · row 6qSad5e8wwc
LAION-DISCO-12M
Listed as Najat Aâtabou – Samhili el walda (Rawaï el maghreb) · Watch on YouTube
youtube_video 7VRCGzJYcno · row 7VRCGzJYcno
LAION-DISCO-12M
Listed as Najat Aatabou – Lin Hroubi (Ach Dert Ana) · Watch on YouTube
youtube_video 7mtjX9FAtcA · row 7mtjX9FAtcA
LAION-DISCO-12M
Listed as Najat Atabou – Saoub Lik Lah (Souaret) · Watch on YouTube
youtube_video 8SlGo9AiV-0 · row 8SlGo9AiV-0
LAION-DISCO-12M
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
Listed as Najat Aatabou – Ayetin Belkdoub (Najat & Hassan) · Watch on YouTube
youtube_video F0QOopP_7O0 · row F0QOopP_7O0
LAION-DISCO-12M
Listed as Najat Aatabou – Sir Dmouat Tabaak (Goul El Hak El Mout Kayna) · Watch on YouTube
youtube_video FXSdcIFfUnU · row FXSdcIFfUnU
LAION-DISCO-12M
Listed as Najat Aatabou – Anta ouana (Anta ouana) · Watch on YouTube
youtube_video GtSD0i06MyI · row GtSD0i06MyI
LAION-DISCO-12M
Listed as Najat Aatabou – Hakada Arada Allah (Taki Fia Allah) · Watch on YouTube
youtube_video HVPUva7Lfto · row HVPUva7Lfto
LAION-DISCO-12M
Listed as Najat Atabou – El Maktab (El Maktab) · Watch on YouTube
youtube_video IlCJveyADS8 · row IlCJveyADS8
LAION-DISCO-12M
Listed as Najat Aatabou – Aandak Tkoun Boudina (Aandak Tkoun Boudina) · Watch on YouTube
youtube_video JHTjMlpuFb4 · row JHTjMlpuFb4
LAION-DISCO-12M
Listed as Najat Aatabou – Matfahemnach Ya Weld Nass (Sbara) · Watch on YouTube
youtube_video JQAnGv2fExo · row JQAnGv2fExo
LAION-DISCO-12M
Listed as Najat Aatabou – Eli Ytiq Fi Rjal (Najat & Hassan) · Watch on YouTube
youtube_video OQe-8iwokZQ · row OQe-8iwokZQ
LAION-DISCO-12M
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
Listed as Najat Aatabou – Aar Rebbi La Tfekrouni (Chouafa) · Watch on YouTube
youtube_video PUL2i7PJVa0 · row PUL2i7PJVa0
LAION-DISCO-12M
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
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
Listed as Najat Aatabou – Ya Mmi La Tebkich (Rani Malit Lahwa) · Watch on YouTube
youtube_video SEWp1WUHkzM · row SEWp1WUHkzM
LAION-DISCO-12M
Listed as Najat Aatabou – Kheli Li Chi Souvenir (Souvenir) · Watch on YouTube
youtube_video TDHc5L7SGNI · row TDHc5L7SGNI
LAION-DISCO-12M
Listed as Najat Aatabou – Ka Tyar Li Manda (Najat & Hassan) · Watch on YouTube
youtube_video UPFvDX7B-fQ · row UPFvDX7B-fQ
LAION-DISCO-12M
Listed as Najat Aatabou – Kiyti (Mchite ou Jite) · Watch on YouTube
youtube_video UomtUPEkECQ · row UomtUPEkECQ
LAION-DISCO-12M
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
Listed as Najat Aatabou – Fin Kharja Fi Had Lil (Najat & Hassan) · Watch on YouTube
youtube_video bDvqun03h_c · row bDvqun03h_c
LAION-DISCO-12M
Listed as Najat Aatabou – Rani Malit Lahwa (Rani Malit Lahwa) · Watch on YouTube
youtube_video bqS3OnjWXQk · row bqS3OnjWXQk
LAION-DISCO-12M
Listed as Najat Aatabou – Salou Qalbi (El Mektab) · Watch on YouTube
youtube_video cBVwh6AYn38 · row cBVwh6AYn38
LAION-DISCO-12M
Listed as Najat Aatabou – Chkaya Lillah (Kedba Bayna) · Watch on YouTube
youtube_video d_VBZvPQGrg · row d_VBZvPQGrg
LAION-DISCO-12M
Listed as Najat Aatabou – Machi Logique (Rani Malit Lahwa) · Watch on YouTube
youtube_video fSAHO6YeLlo · row fSAHO6YeLlo
LAION-DISCO-12M
Listed as Najat Aatabou – Ach Dert Ana (Ach Dert Ana) · Watch on YouTube
youtube_video ffIucPzTsVo · row ffIucPzTsVo
LAION-DISCO-12M
Listed as Najat Aatabou – Fawaj Gher Nta (Najat & Hassan) · Watch on YouTube
youtube_video iDh9JjCaf2w · row iDh9JjCaf2w
LAION-DISCO-12M
Listed as Najat Aatabou – Mchite ou Jite (Halfa Aalih) · Watch on YouTube
youtube_video idq14mShbwQ · row idq14mShbwQ
LAION-DISCO-12M
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
Listed as Najat Aatabou – Ouach ensiti (Goul el hak el mout kaina) · Watch on YouTube
youtube_video nRBiDZUo6L0 · row nRBiDZUo6L0
LAION-DISCO-12M
Listed as Najat Aatabou – Mchite ou Jite (Mchite ou Jite) · Watch on YouTube
youtube_video ptJcGuyDNcc · row ptJcGuyDNcc
LAION-DISCO-12M
Listed as Najat Aatabou – Attention A Monsieur (Attention A Monsieur) · Watch on YouTube
youtube_video pzPuRubtMCM · row pzPuRubtMCM
LAION-DISCO-12M
Listed as Najat Aatabou – Qalbi Metaalaq Bih (Souvenir) · Watch on YouTube
youtube_video tFUiWvlJFrQ · row tFUiWvlJFrQ
LAION-DISCO-12M
Listed as Najat Aatabou – Meskina Ana (Rani Malit Lahwa) · Watch on YouTube
youtube_video uBuVLLreZJw · row uBuVLLreZJw
LAION-DISCO-12M
Listed as Najat Aatabou – J'en Ai Marre (El Mektab) · Watch on YouTube
youtube_video ujM_YgzbJOg · row ujM_YgzbJOg
LAION-DISCO-12M
Listed as Najat Aatabou – El Zhar Wallah Manksbo (Najat & Hassan) · Watch on YouTube
youtube_video vsLsRnFcPaU · row vsLsRnFcPaU
LAION-DISCO-12M
Listed as Najat Aatabou – Men Dik Lila (Taki Fia Allah) · Watch on YouTube
youtube_video wQIFIWdz_Qc · row wQIFIWdz_Qc
LAION-DISCO-12M
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
Listed as Najat Aatabou – Hadi Haltna Dima (Rani Mellit Lehwa) · Watch on YouTube
youtube_video yS5Se1PzctI · row yS5Se1PzctI
LAION-DISCO-12M
Listed as Najat Aatabou – Lahdia Jat (Lahdia Jat) · Watch on YouTube
youtube_video yx7zDMVHNHw · row yx7zDMVHNHw
LAION-DISCO-12M
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.
3 routes. None is a guarantee.
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.