Yes. Nawal El Zoghbi has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Fawq Jrouhy, A'la Bali (2000 Digital Remaster;), Elly Etmanetoh

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Fawq Jrouhy

Listed as Nawal El Zoghbi – Fawq Jrouhy (Maarafsh Leih) · Watch on YouTube

youtube_video 0u0CPAstDnA · row 0u0CPAstDnA

LAION-DISCO-12M

A'la Bali (2000 Digital Remaster;)

Listed as Nawal El Zoughbi – A'la Bali (2000 Digital Remaster;) (Mandam A'Leuk) · Watch on YouTube

youtube_video 1Lpfw_T3G00 · row 1Lpfw_T3G00

LAION-DISCO-12M

Elly Etmanetoh

Listed as Nawal El Zoghbi – Elly Etmanetoh (Elly Etmanetoh) · Watch on YouTube

youtube_video 1uWYenEKYEA · row 1uWYenEKYEA

LAION-DISCO-12M

Ayzak

Listed as Nawal El Zoghbi – Ayzak (Yama Alo) · Watch on YouTube

youtube_video 2MGynEUbT8A · row 2MGynEUbT8A

LAION-DISCO-12M

Aghla El Habayeb

Listed as Nawal El Zoghbi – Aghla El Habayeb (Yama Alo) · Watch on YouTube

youtube_video 2N2xJKtnQTc · row 2N2xJKtnQTc

LAION-DISCO-12M

Noss El Alb (2004 Digital Remaster)

Listed as Nawal El Zoughbi – Noss El Alb (2004 Digital Remaster) (Habit Ya Leil) · Watch on YouTube

youtube_video 2YgAR6gwDxs · row 2YgAR6gwDxs

LAION-DISCO-12M

Be Eynak

Listed as Nawal El Zoghby – Be Eynak (Ahla Ma Ghanat Nawal Elzoghby) · Watch on YouTube

youtube_video 2laxjQqWDeU · row 2laxjQqWDeU

LAION-DISCO-12M

Bahki Annak

Listed as Nawal El Zoghbi – Bahki Annak (Bahki Annak) · Watch on YouTube

youtube_video 6ECy2yWsvp0 · row 6ECy2yWsvp0

LAION-DISCO-12M

Keda Bye

Listed as Nawal Al Zoughbi – Keda Bye (Keda Bye) · Watch on YouTube

youtube_video 7ScvnY-A7Vw · row 7ScvnY-A7Vw

LAION-DISCO-12M

Walla Behemeni

Listed as Nawal Al Zoghbi – Walla Behemeni (Balaqih Fi Zamany) · Watch on YouTube

youtube_video 9-7_ba_BnAE · row 9-7_ba_BnAE

LAION-DISCO-12M

Gheeb An Enaya

Listed as Nawal El Zoghbi – Gheeb An Enaya (Elly Etmanetoh) · Watch on YouTube

youtube_video 9Je2UCsomRM · row 9Je2UCsomRM

LAION-DISCO-12M

Ady

Listed as Nawal El Zoghbi – Ady (Yama Alo) · Watch on YouTube

youtube_video 9ecgT1_gOCE · row 9ecgT1_gOCE

LAION-DISCO-12M

El Aweya

Listed as Nawal El Zoghbi – El Aweya (El Aweya) · Watch on YouTube

youtube_video A1n7H7dvki0 · row A1n7H7dvki0

LAION-DISCO-12M

Habbeytoh

Listed as Nawal Al Zoughbi – Habbeytoh (Toul Omry) · Watch on YouTube

youtube_video B73eTWd1kmI · row B73eTWd1kmI

LAION-DISCO-12M

Haseb Nafsak

Listed as Nawal Al Zoughbi – Haseb Nafsak (Toul Omry) · Watch on YouTube

youtube_video DqZNXMzgLD4 · row DqZNXMzgLD4

LAION-DISCO-12M

Dalo"nah

Listed as Nawal Al Zoughbi – Dalo"nah (Maloom) · Watch on YouTube

youtube_video E_e4xEFWRxU · row E_e4xEFWRxU

LAION-DISCO-12M

El Nas El Ozaz

Listed as Nawal El Zoghbi – El Nas El Ozaz (El Nas El Ozaz) · Watch on YouTube

youtube_video FTcWGrhQgf0 · row FTcWGrhQgf0

LAION-DISCO-12M

Rayto

Listed as Nawal El Zoghbi – Rayto (Rayto) · Watch on YouTube

youtube_video FnYml4J6pqA · row FnYml4J6pqA

LAION-DISCO-12M

Mona Einah

Listed as Nawal El Zoghbi – Mona Einah (Maarafsh Leih) · Watch on YouTube

youtube_video KjV75Xd7I2U · row KjV75Xd7I2U

LAION-DISCO-12M

Maarafsh Leih

Listed as Nawal El Zoghbi – Maarafsh Leih (Maarafsh Leih) · Watch on YouTube

youtube_video M6ySEBSb15E · row M6ySEBSb15E

LAION-DISCO-12M

Eneik Kaddabin

Listed as Nawal El Zoghbi – Eneik Kaddabin (Oriental Beats 3) · Watch on YouTube

youtube_video N1XIrpXdsO8 · row N1XIrpXdsO8

LAION-DISCO-12M

Gharib El Ray (2004 Digital Remaster)

Listed as Nawal El Zoughbi – Gharib El Ray (2004 Digital Remaster) (Habit Ya Leil) · Watch on YouTube

youtube_video P--oAQpm--A · row P--oAQpm--A

LAION-DISCO-12M

Talet Ameritna

Listed as Nawal Al Zoghbi – Talet Ameritna (Wedding Day 2) · Watch on YouTube

youtube_video PVRFWrwIw_Y · row PVRFWrwIw_Y

LAION-DISCO-12M

Aakli Wekef

Listed as Nawal El Zoghbi – Aakli Wekef (Aakli Wekef) · Watch on YouTube

youtube_video Pfxgz4gdcX8 · row Pfxgz4gdcX8

LAION-DISCO-12M

Balaqih Fi Zamany

Listed as Nawal Al Zoghbi – Balaqih Fi Zamany (Balaqih Fi Zamany) · Watch on YouTube

youtube_video PspAYU8GamI · row PspAYU8GamI

LAION-DISCO-12M

El Gamal Le Naso

Listed as Nawal Al Zoughbi – El Gamal Le Naso (Keda Bye) · Watch on YouTube

youtube_video S_UceRxwbBY · row S_UceRxwbBY

LAION-DISCO-12M

Ghazelni

Listed as Nawal El Zoghbi – Ghazelni (Ghazelni) · Watch on YouTube

youtube_video Tgrfy71B-Mg · row Tgrfy71B-Mg

LAION-DISCO-12M

Albi Da'a (2000 Digital Remaster;)

Listed as Nawal El Zoughbi – Albi Da'a (2000 Digital Remaster;) (Mandam A'Leuk) · Watch on YouTube

youtube_video Wmq4KeY0DHw · row Wmq4KeY0DHw

LAION-DISCO-12M

Nujoom El Sama

Listed as Nawal Al Zoughbi – Nujoom El Sama (Toul Omry) · Watch on YouTube

youtube_video XCKjtc9_Y5A · row XCKjtc9_Y5A

LAION-DISCO-12M

Kalbi Esalou

Listed as Nawal Al Zoughbi – Kalbi Esalou (Khalas Samaht) · Watch on YouTube

youtube_video Xt6Hz7QyizQ · row Xt6Hz7QyizQ

LAION-DISCO-12M

Alf W Meya

Listed as Nawal El Zoghbi – Alf W Meya (Maarafsh Leih) · Watch on YouTube

youtube_video ZzgWKAUEIxI · row ZzgWKAUEIxI

LAION-DISCO-12M

Beyelbaalak

Listed as Nawal El Zoghbi – Beyelbaalak (Elly Etmanetoh) · Watch on YouTube

youtube_video _N70slCQNrY · row _N70slCQNrY

LAION-DISCO-12M

Toul Omry

Listed as Nawal Al Zoughbi – Toul Omry (Toul Omry) · Watch on YouTube

youtube_video d44F_M7TpKo · row d44F_M7TpKo

LAION-DISCO-12M

Le Brasi Amelto

Listed as Nawal Al Zoughbi – Le Brasi Amelto (Keda Bye) · Watch on YouTube

youtube_video d_i-4yWJMG8 · row d_i-4yWJMG8

LAION-DISCO-12M

Leh Meshtakalak

Listed as Nawal Al Zoughbi – Leh Meshtakalak (Khalas Samaht) · Watch on YouTube

youtube_video e_ZzyUB-rlk · row e_ZzyUB-rlk

LAION-DISCO-12M

Mandam A'leyk

Listed as Nawal El Zoughbi – Mandam A'leyk (Mandam A'Leuk) · Watch on YouTube

youtube_video f1_9cq4aTCc · row f1_9cq4aTCc

LAION-DISCO-12M

Yama Alo

Listed as Nawal El Zoghbi – Yama Alo (Yama Alo) · Watch on YouTube

youtube_video fI_LezTsHx0 · row fI_LezTsHx0

LAION-DISCO-12M

Rohy YA Rohy

Listed as Nawal El Zoghby – Rohy YA Rohy (Mazzika Hot 1) · Watch on YouTube

youtube_video fgoCzCqIqis · row fgoCzCqIqis

LAION-DISCO-12M

Men Paris

Listed as Nawal El Zoghbi – Men Paris (Men Paris) · Watch on YouTube

youtube_video gYBtaUlHbhY · row gYBtaUlHbhY

LAION-DISCO-12M

Khaleek Leya

Listed as Nawal El Zoghby – Khaleek Leya (Ahla Ma Ghanat Nawal Elzoghby) · Watch on YouTube

youtube_video gxucDG-UcHM · row gxucDG-UcHM

LAION-DISCO-12M

Mesh Mesamha

Listed as Nawal El Zoghbi – Mesh Mesamha (Mesh Mesamha) · Watch on YouTube

youtube_video iEj-myWSCI0 · row iEj-myWSCI0

LAION-DISCO-12M

Tegamaena El Saat

Listed as Nawal El Zoghby – Tegamaena El Saat (Ahla Ma Ghanat Nawal Elzoghby) · Watch on YouTube

youtube_video iUv65ABJugo · row iUv65ABJugo

LAION-DISCO-12M

Gharibi Hal Denyi

Listed as Nawal El Zoghbi – Gharibi Hal Denyi (Gharibi Hal Denyi) · Watch on YouTube

youtube_video im0SVwtKNS4 · row im0SVwtKNS4

LAION-DISCO-12M

Sabbah

Listed as Nawal Al Zoughbi – Sabbah (Keda Bye) · Watch on YouTube

youtube_video n36FJqRBh1k · row n36FJqRBh1k

LAION-DISCO-12M

Ya Gadaa

Listed as Nawal El Zoghby – Ya Gadaa (Ya Gadaa) · Watch on YouTube

youtube_video sNKyHYRzXzg · row sNKyHYRzXzg

LAION-DISCO-12M

Alou

Listed as Nawal El Zoghbi – Alou (Alou) · Watch on YouTube

youtube_video sOijKM3NL80 · row sOijKM3NL80

LAION-DISCO-12M

Habit Ya Leil (2004 Digital Remaster)

Listed as Nawal El Zoughbi – Habit Ya Leil (2004 Digital Remaster) (Habit Ya Leil) · Watch on YouTube

youtube_video xALuRZUxeKM · row xALuRZUxeKM

LAION-DISCO-12M

Habibati Man Takoun

Listed as Nawal El Zoghbi – Habibati Man Takoun (Yama Alo) · Watch on YouTube

youtube_video yVlx5OkYB2c · row yVlx5OkYB2c

LAION-DISCO-12M

Shoo Akhbarak

Listed as Nawal El Zoghbi – Shoo Akhbarak (Yama Alo) · Watch on YouTube

youtube_video zbaObrSULrE · row zbaObrSULrE

LAION-DISCO-12M

Wala Bahebak

Listed as Nawal El Zoghbi – Wala Bahebak (Mesh Mesamha) · Watch on YouTube

youtube_video zfsnhFfwf8k · row zfsnhFfwf8k

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.