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 Hta Nta Sarehni, Dak Lhbib Lghali, Ma Yhemmounich Awaadi

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.

Hta Nta Sarehni

Listed as Najat Aatabou – Hta Nta Sarehni (Souvenir) · Watch on YouTube

youtube_video 0U9t-lMaiHw · row 0U9t-lMaiHw

LAION-DISCO-12M

Dak Lhbib Lghali

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

youtube_video 1DonC6V2zuM · row 1DonC6V2zuM

LAION-DISCO-12M

Ma Yhemmounich Awaadi

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

youtube_video 3iMQNk6oqS4 · row 3iMQNk6oqS4

LAION-DISCO-12M

Llah Ya S'haba

Listed as Najat Aatabou – Llah Ya S'haba (Llah Ya S'haba) · Watch on YouTube

youtube_video 5_W7d1Xshlo · row 5_W7d1Xshlo

LAION-DISCO-12M

Finek Ya Aachiri

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

youtube_video 6N_9KOoK208 · row 6N_9KOoK208

LAION-DISCO-12M

Toub Toub A Rassi

Listed as Najat Aatabou – Toub Toub A Rassi (El Mektab) · Watch on YouTube

youtube_video 6SGcKVqcEwo · row 6SGcKVqcEwo

LAION-DISCO-12M

Ditih

Listed as Najat Aatabou – Ditih (Llah Ya S'haba) · Watch on YouTube

youtube_video 7VqMv3yqBGw · row 7VqMv3yqBGw

LAION-DISCO-12M

Moula Dari

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

youtube_video 8-WpYSBSkzc · row 8-WpYSBSkzc

LAION-DISCO-12M

Zin Rqiq

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

youtube_video 9neg9QZaLCs · row 9neg9QZaLCs

LAION-DISCO-12M

Rmit al aar alik

Listed as Najat Aatabou – Rmit al aar alik (Anta ouana) · Watch on YouTube

youtube_video 9vDnLNaZZXs · row 9vDnLNaZZXs

LAION-DISCO-12M

Ach ngoulinlih

Listed as Najat Aatabou – Ach ngoulinlih (Koun Maaya) · Watch on YouTube

youtube_video BTTMj6DsP-Q · row BTTMj6DsP-Q

LAION-DISCO-12M

Awawa Hawa

Listed as Najat Aatabou – Awawa Hawa (Al Amal) · Watch on YouTube

youtube_video C3v4552WrwA · row C3v4552WrwA

LAION-DISCO-12M

Wahya Dik L'Bnia

Listed as Najat Aatabou – Wahya Dik L'Bnia (Wejdi Atay) · Watch on YouTube

youtube_video C8srZl19vnc · row C8srZl19vnc

LAION-DISCO-12M

Dandani

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

youtube_video CBkZazzgCbE · row CBkZazzgCbE

LAION-DISCO-12M

Maa Racheqlih

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

youtube_video CPsk7_joKu0 · row CPsk7_joKu0

LAION-DISCO-12M

Hayedtek Men Bali

Listed as Najat Aatabou – Hayedtek Men Bali (Wejdi Atay) · Watch on YouTube

youtube_video Cl4LNXaqFDc · row Cl4LNXaqFDc

LAION-DISCO-12M

Ana Mzawga Fik A Hnaya

Listed as Najat Aatabou – Ana Mzawga Fik A Hnaya (Llah Ya S'haba) · Watch on YouTube

youtube_video EbPYJk5Iw9o · row EbPYJk5Iw9o

LAION-DISCO-12M

Kelma Ouahda

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

youtube_video FKtQI42ZIro · row FKtQI42ZIro

LAION-DISCO-12M

Ach Men Tayla

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

youtube_video GKLFM_rlKY8 · row GKLFM_rlKY8

LAION-DISCO-12M

Et Oui Mon Ami, Parle Je T'écoute (Pt. 1)

Listed as Najat Aatabou – Et Oui Mon Ami, Parle Je T'écoute (Pt. 1) (Et Oui Mon Ami, Parle Je T'écoute/A Lalla Yhdik Allah (Deluxe Edition)) · Watch on YouTube

youtube_video G_Hg0Omd0-4 · row G_Hg0Omd0-4

LAION-DISCO-12M

Zourouni lilah

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

youtube_video Hf4g505Oeg8 · row Hf4g505Oeg8

LAION-DISCO-12M

Chouf rayrou

Listed as Najat Aâtabou – Chouf rayrou (Best of Marocain Pop) · Watch on YouTube

youtube_video IZgKBu30CA4 · row IZgKBu30CA4

LAION-DISCO-12M

Malek Timid A Loulid

Listed as Najat Aatabou – Malek Timid A Loulid (Aandak Tkoun Boudina) · Watch on YouTube

youtube_video NBiZbSkqX5I · row NBiZbSkqX5I

LAION-DISCO-12M

STOP Haddek Temma

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

youtube_video OC-tHMh5lHI · row OC-tHMh5lHI

LAION-DISCO-12M

Hobbek waer, Amour contrariant

Listed as Najat Aatabou – Hobbek waer, Amour contrariant (Najat Aatabou, Amour... Déception...) · Watch on YouTube

youtube_video OdE_fbx4xvQ · row OdE_fbx4xvQ

LAION-DISCO-12M

Ana Yana Ya Eddalem

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

youtube_video UH_VsF4b1wo · row UH_VsF4b1wo

LAION-DISCO-12M

Hada Mouarad Aali

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

youtube_video URbCEc1qavw · row URbCEc1qavw

LAION-DISCO-12M

Wach Had Saad

Listed as Najat Aatabou – Wach Had Saad (Souvenir) · Watch on YouTube

youtube_video VN6VTeC9-vU · row VN6VTeC9-vU

LAION-DISCO-12M

Aoura Ghiri, Alors va chercher ailleurs

Listed as Najat Aatabou – Aoura Ghiri, Alors va chercher ailleurs (Najat Aatabou, Amour... Déception...) · Watch on YouTube

youtube_video VY5D676KSOc · row VY5D676KSOc

LAION-DISCO-12M

Ouayli Alala

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

youtube_video _wYFp7j3QJE · row _wYFp7j3QJE

LAION-DISCO-12M

Daba Ytem Nachat

Listed as Najat Aatabou – Daba Ytem Nachat (Souvenir) · Watch on YouTube

youtube_video c2pXDpgv19o · row c2pXDpgv19o

LAION-DISCO-12M

Souaret

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

youtube_video d5asSC-NaXg · row d5asSC-NaXg

LAION-DISCO-12M

Semhi Lia A L'Walida Taali Lia

Listed as Najat Aatabou – Semhi Lia A L'Walida Taali Lia (El Mektab) · Watch on YouTube

youtube_video gm6po9bZOpA · row gm6po9bZOpA

LAION-DISCO-12M

Yehsablo Derriya

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

youtube_video hmNPFMJYwx0 · row hmNPFMJYwx0

LAION-DISCO-12M

Baghia Nertah

Listed as Najat Aatabou – Baghia Nertah (Zourouni Lillah) · Watch on YouTube

youtube_video iRNTY7wc0l8 · row iRNTY7wc0l8

LAION-DISCO-12M

Ça Va Pas Du Tout

Listed as Najat Aatabou – Ça Va Pas Du Tout (Et Oui Mon Ami, Parle Je T'écoute/A Lalla Yhdik Allah (Deluxe Edition)) · Watch on YouTube

youtube_video ly1nZkPgIhs · row ly1nZkPgIhs

LAION-DISCO-12M

Haouli Aal Kbida

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

youtube_video m7PdHK3z29A · row m7PdHK3z29A

LAION-DISCO-12M

Baadou Lhih

Listed as Najat Aatabou – Baadou Lhih (Taki Fia Allah) · Watch on YouTube

youtube_video moFzhXqXcAg · row moFzhXqXcAg

LAION-DISCO-12M

Halfa Aalih

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

youtube_video npF8MyTN0ww · row npF8MyTN0ww

LAION-DISCO-12M

J'en Ai Marre (Live)

Listed as Najat Aatabou – J'en Ai Marre (Live) (Chants et Musiques du Maroc: Le Meilleur de Najat Aatabou) · Watch on YouTube

youtube_video p5GWIUqJQcU · row p5GWIUqJQcU

LAION-DISCO-12M

Had El Rajel Malou

Listed as Najat Aatabou – Had El Rajel Malou (Rani Malit Lahwa) · Watch on YouTube

youtube_video q8pBdTQR368 · row q8pBdTQR368

LAION-DISCO-12M

Kherjou Rejlih Chouari

Listed as Najat Aatabou – Kherjou Rejlih Chouari (Wejdi Atay) · Watch on YouTube

youtube_video qlP4Pve-V_E · row qlP4Pve-V_E

LAION-DISCO-12M

A Lalla Yhdik Allah

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

youtube_video t6C6ahi1kns · row t6C6ahi1kns

LAION-DISCO-12M

El mima

Listed as Najat Aatabou, Maâroufi – El mima (El mima) · Watch on YouTube

youtube_video uCOql18Bj0I · row uCOql18Bj0I

LAION-DISCO-12M

El Aati Houwa Allah

Listed as Najat Aatabou – El Aati Houwa Allah (Souvenir) · Watch on YouTube

youtube_video wIaBhmxSNvo · row wIaBhmxSNvo

LAION-DISCO-12M

Ala Chanik Ka Nmout Ana

Listed as Najat Aatabou – Ala Chanik Ka Nmout Ana (Rani Malit Lahwa) · Watch on YouTube

youtube_video xqagodAF_7w · row xqagodAF_7w

LAION-DISCO-12M

Chic chic, chic chic

Listed as Najat Aatabou – Chic chic, chic chic (Najat Aatabou, Amour... Déception...) · Watch on YouTube

youtube_video xzKmsowpLnw · row xzKmsowpLnw

LAION-DISCO-12M

Ana Tabii Atifia

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

youtube_video yIK_1jtsdCw · row yIK_1jtsdCw

LAION-DISCO-12M

Ach Dani Lik, Ach Blani Bik

Listed as Najat Aatabou – Ach Dani Lik, Ach Blani Bik (Halfa Aalih) · Watch on YouTube

youtube_video yzDImH17Owo · row yzDImH17Owo

LAION-DISCO-12M

Koun maaya

Listed as Najat Aatabou – Koun maaya (Koun Maaya) · Watch on YouTube

youtube_video zGUpsIOj8Wk · row zGUpsIOj8Wk

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.