Yes. Cheb Ramzi 31 has 157 songs listed in a dataset used to train AI music models.

Used for training 157

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 aechret 4 senin, Fi Galbi Kayen Ghi Ntia (feat. Amirou_19), Mliha Mliha Lfarkha Mliha

Listed under the artist name 157 songs in LAION-DISCO-12M

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

aechret 4 senin

Listed as Cheb Ramzi 31 – aechret 4 senin (aechret 4 senin) · Watch on YouTube

youtube_video -bXXNQ-B35A · row -bXXNQ-B35A

LAION-DISCO-12M

Fi Galbi Kayen Ghi Ntia (feat. Amirou_19)

Listed as Cheb Ramzi 31 – Fi Galbi Kayen Ghi Ntia (feat. Amirou_19) (Fi Galbi Kayen Ghi Ntia) · Watch on YouTube

youtube_video 7ONU-bUMG3U · row 7ONU-bUMG3U

LAION-DISCO-12M

Mliha Mliha Lfarkha Mliha

Listed as Cheb Ramzi 31 – Mliha Mliha Lfarkha Mliha (Mliha Mliha Lfarkha Mliha) · Watch on YouTube

youtube_video 9tq1EHWPyCY · row 9tq1EHWPyCY

LAION-DISCO-12M

Chkoun Ntouma

Listed as Cheb Ramzi 31 – Chkoun Ntouma (Chkoun Ntouma) · Watch on YouTube

youtube_video ARucNPgUycQ · row ARucNPgUycQ

LAION-DISCO-12M

جاية طويلة معندهاش دوارة (feat. Moncef Nassifo)

Listed as Cheb Ramzi 31 – جاية طويلة معندهاش دوارة (feat. Moncef Nassifo) (جاية طويلة معندهاش دوارة) · Watch on YouTube

youtube_video BGMTIGtRuxY · row BGMTIGtRuxY

LAION-DISCO-12M

Kahlo Kahlo 3la La beaute Nta3 Madamti

Listed as Cheb Ramzi 31 – Kahlo Kahlo 3la La beaute Nta3 Madamti (Kahlo Kahlo 3la La beaute Nta3 Madamti) · Watch on YouTube

youtube_video FCepDwe-9bg · row FCepDwe-9bg

LAION-DISCO-12M

Rani khayef

Listed as Cheb Ramzi 31 – Rani khayef (Qisat Gharam) · Watch on YouTube

youtube_video HeBnIhw_ThE · row HeBnIhw_ThE

LAION-DISCO-12M

تزوجتي وندمتي

Listed as Cheb Ramzi 31 – تزوجتي وندمتي (تزوجتي وندمتي) · Watch on YouTube

youtube_video I5syBKEae8M · row I5syBKEae8M

LAION-DISCO-12M

عمري ستار يجي عليها نوار

Listed as Cheb Ramzi 31 – عمري ستار يجي عليها نوار (عمري ستار يجي عليها نوار) · Watch on YouTube

youtube_video IJ0e-Zlg-ME · row IJ0e-Zlg-ME

LAION-DISCO-12M

Sayi Bghitek Sayi 3cha9tek

Listed as Cheb Ramzi 31 – Sayi Bghitek Sayi 3cha9tek (Sayi Bghitek Sayi 3cha9tek) · Watch on YouTube

youtube_video K3x9I-Du1c0 · row K3x9I-Du1c0

LAION-DISCO-12M

Galti Cha Bgha

Listed as Cheb Ramzi 31 – Galti Cha Bgha (Qisat Gharam) · Watch on YouTube

youtube_video Ka_FPYU_bOE · row Ka_FPYU_bOE

LAION-DISCO-12M

Omri Maglouba B Zin (feat. Cheba Chinou)

Listed as Cheb Ramzi 31 – Omri Maglouba B Zin (feat. Cheba Chinou) (Omri Maglouba B Zin) · Watch on YouTube

youtube_video KsGXhRObQzQ · row KsGXhRObQzQ

LAION-DISCO-12M

Dirha Manini

Listed as Cheb Ramzy 31 – Dirha Manini (Dirha Manini) · Watch on YouTube

youtube_video N499IHThAQY · row N499IHThAQY

LAION-DISCO-12M

Rani Matwahchek

Listed as Cheb Ramzi 31 – Rani Matwahchek (Rani Matwahchek) · Watch on YouTube

youtube_video Pzugh2-xC4g · row Pzugh2-xC4g

LAION-DISCO-12M

Fi Marti Na3cha9

Listed as Cheb Ramzi 31 – Fi Marti Na3cha9 (Fi Marti Na3cha9) · Watch on YouTube

youtube_video RBn-vMoCDIU · row RBn-vMoCDIU

LAION-DISCO-12M

حكمك الفار راك تشكم نورمال (feat. Manini)

Listed as CHEB RAMZI 31 – حكمك الفار راك تشكم نورمال (feat. Manini) (حكمك الفار راك تشكم نورمال) · Watch on YouTube

youtube_video RBucuO88vhg · row RBucuO88vhg

LAION-DISCO-12M

Mal9it Hata Wahed Fi Ktafi Mzeya Tobssi Ynessi

Listed as Cheb Ramzy 31 – Mal9it Hata Wahed Fi Ktafi Mzeya Tobssi Ynessi (Mal9it Hata Wahed Fi Ktafi Mzeya Tobssi Ynessi) · Watch on YouTube

youtube_video RJiua4WjV2w · row RJiua4WjV2w

LAION-DISCO-12M

Jatni à Minuit Bldam3a Tbki

Listed as Ramzi 31 – Jatni à Minuit Bldam3a Tbki (Jatni à Minuit Bldam3a Tbki) · Watch on YouTube

youtube_video Tglr3Ob9aOQ · row Tglr3Ob9aOQ

LAION-DISCO-12M

Msourakh w Tayer Mgabel Teswertak

Listed as Ramzi 31 – Msourakh w Tayer Mgabel Teswertak (Msourakh w Tayer Mgabel Teswertak) · Watch on YouTube

youtube_video VOlGUEy9P2k · row VOlGUEy9P2k

LAION-DISCO-12M

علا جالي هربت مالدار

Listed as Cheb Ramzi 31 – علا جالي هربت مالدار (من قلبي راني عيان) · Watch on YouTube

youtube_video YXbYKUVCca4 · row YXbYKUVCca4

LAION-DISCO-12M

Bla Biha Yahkemni L Manque Wela Yerham Bouk

Listed as Cheb Ramzi 31 – Bla Biha Yahkemni L Manque Wela Yerham Bouk (Bla Biha Yahkemni L Manque Wela Yerham Bouk) · Watch on YouTube

youtube_video Z1T7-YWnI6U · row Z1T7-YWnI6U

LAION-DISCO-12M

Yam Ma Makach Li Yhas Biya

Listed as Cheb Ramzi 31 – Yam Ma Makach Li Yhas Biya (Yam Ma Makach Li Yhas Biya) · Watch on YouTube

youtube_video _XMd3fwt3HU · row _XMd3fwt3HU

LAION-DISCO-12M

Tzewejti w Theniti 3la Khiri Ma39alti

Listed as Cheb Ramzi 31 – Tzewejti w Theniti 3la Khiri Ma39alti (Tzewejti w Theniti 3la Khiri Ma39alti) · Watch on YouTube

youtube_video _iboZ4d3wB0 · row _iboZ4d3wB0

LAION-DISCO-12M

Malkom Fina Tahadro

Listed as Cheb Ramzi 31 – Malkom Fina Tahadro (Malkom Fina Tahadro) · Watch on YouTube

youtube_video _t_tukd0DSk · row _t_tukd0DSk

LAION-DISCO-12M

Ayani ta3kas

Listed as Cheb Ramzi 31 – Ayani ta3kas (Ayani ta3kas) · Watch on YouTube

youtube_video aL99gdVGF74 · row aL99gdVGF74

LAION-DISCO-12M

قاتلي نبغيك غير انت (feat. Manini Sahar)

Listed as CHEB RAMZI 31 – قاتلي نبغيك غير انت (feat. Manini Sahar) (قاتلي نبغيك غير انت) · Watch on YouTube

youtube_video aaCqVggBUV8 · row aaCqVggBUV8

LAION-DISCO-12M

Ki wahren Ki Paris

Listed as Cheb Ramzi 31 – Ki wahren Ki Paris (Ki wahren Ki Paris) · Watch on YouTube

youtube_video cgohrjI9UMU · row cgohrjI9UMU

LAION-DISCO-12M

mazal galbi 3andeha (feat. Raouf Samorai)

Listed as Cheb Ramzi 31 – mazal galbi 3andeha (feat. Raouf Samorai) (mazal galbi 3andeha) · Watch on YouTube

youtube_video ciey5q5-LcM · row ciey5q5-LcM

LAION-DISCO-12M

متخربوش فالعريضة هاديك حبيبتي

Listed as Cheb Ramzi 31 – متخربوش فالعريضة هاديك حبيبتي (متخربوش فالعريضة هاديك حبيبتي) · Watch on YouTube

youtube_video d94GzZrK6CA · row d94GzZrK6CA

LAION-DISCO-12M

Lawla waldiya Zawja pakiya

Listed as Cheb Ramzi 31 – Lawla waldiya Zawja pakiya (Lawla waldiya Zawja pakiya) · Watch on YouTube

youtube_video goU9-r6EZyk · row goU9-r6EZyk

LAION-DISCO-12M

رقديني على صدرك

Listed as Cheb Ramzi 31 – رقديني على صدرك (دور دور) · Watch on YouTube

youtube_video hHhldHlsE3o · row hHhldHlsE3o

LAION-DISCO-12M

Li Kifi Ana 9lil (feat. Manini Sahar)

Listed as Cheb Ramzi 31 – Li Kifi Ana 9lil (feat. Manini Sahar) (Li Kifi Ana 9lil) · Watch on YouTube

youtube_video iPez_nx7WGk · row iPez_nx7WGk

LAION-DISCO-12M

سوفرونس راني فيها سمحت فيا الي نبغيها

Listed as DJ Ismail Bba, Cheb Ramzi 31 – سوفرونس راني فيها سمحت فيا الي نبغيها (سوفرونس راني فيها سمحت فيا الي نبغيها) · Watch on YouTube

youtube_video jgxjdzvSQOI · row jgxjdzvSQOI

LAION-DISCO-12M

Bougalab Chokani

Listed as Cheb Ramzi 31 – Bougalab Chokani (Bougalab Chokani) · Watch on YouTube

youtube_video lUBrpCbKW1Q · row lUBrpCbKW1Q

LAION-DISCO-12M

Khana Fi Khadek Khalini N3adak

Listed as Cheb Ramzi 31 – Khana Fi Khadek Khalini N3adak (Khana Fi Khadek Khalini N3adak) · Watch on YouTube

youtube_video lpifqNzGnvM · row lpifqNzGnvM

LAION-DISCO-12M

3ach9ak Sekra Manich Baghi Mnha Ns7a

Listed as Cheb Ramzi 31 – 3ach9ak Sekra Manich Baghi Mnha Ns7a (3ach9ak Sekra Manich Baghi Mnha Ns7a) · Watch on YouTube

youtube_video o3_xKYWtlsc · row o3_xKYWtlsc

LAION-DISCO-12M

Ma3andich M3lam

Listed as Cheb Ramzi 31 – Ma3andich M3lam (Ma3andich M3lam) · Watch on YouTube

youtube_video p9FO6xUul-g · row p9FO6xUul-g

LAION-DISCO-12M

دوني دوني عندها خلوني

Listed as Cheb Ramzi 31 – دوني دوني عندها خلوني (دوني دوني عندها خلوني) · Watch on YouTube

youtube_video pLqxuQudN7M · row pLqxuQudN7M

LAION-DISCO-12M

Bghit m3ak Livre de famille

Listed as Cheb Ramzi 31 – Bghit m3ak Livre de famille (Bghit m3ak Livre de famille) · Watch on YouTube

youtube_video pu3ONDSADzI · row pu3ONDSADzI

LAION-DISCO-12M

Drwak Alah Raki Tabki (feat. Manini Sahar)

Listed as Cheb Ramzi 31 – Drwak Alah Raki Tabki (feat. Manini Sahar) (Drwak Alah Raki Tabki) · Watch on YouTube

youtube_video qUMMMB5gwWA · row qUMMMB5gwWA

LAION-DISCO-12M

Nanay Nanay

Listed as Cheb Ramzi 31 – Nanay Nanay (Nanay Nanay) · Watch on YouTube

youtube_video qa7tRMbmSnc · row qa7tRMbmSnc

LAION-DISCO-12M

Rouhi w Rwahi (feat. Mounir Recos)

Listed as Cheb Ramzi 31 – Rouhi w Rwahi (feat. Mounir Recos) (Rouhi w Rwahi) · Watch on YouTube

youtube_video sJuorEiJhTI · row sJuorEiJhTI

LAION-DISCO-12M

Galbi Galbi (feat. Manini Sahar)

Listed as Cheb Ramzi 31 – Galbi Galbi (feat. Manini Sahar) (Galbi Galbi) · Watch on YouTube

youtube_video sNZP2l0Mqzg · row sNZP2l0Mqzg

LAION-DISCO-12M

Sa Y'est Welina Nehadrou Bchouia Ghadi Noualou (Live Solazur) (feat. Manini Sahar)

Listed as Ramzi 31 – Sa Y'est Welina Nehadrou Bchouia Ghadi Noualou (Live Solazur) (feat. Manini Sahar) (Sa Y'est Welina Nehadrou Bchouia Ghadi Noualou (Live Solazur)) · Watch on YouTube

youtube_video u5AL66MWyLY · row u5AL66MWyLY

LAION-DISCO-12M

Ghadi Nserhek w Ndir Wahdokhra

Listed as Cheb Ramzi 31 – Ghadi Nserhek w Ndir Wahdokhra (Ghadi Nserhek w Ndir Wahdokhra) · Watch on YouTube

youtube_video uP1ii5hTHkc · row uP1ii5hTHkc

LAION-DISCO-12M

Ykhalili Ma 3andi Hiya Kolchi

Listed as Cheb Ramzi 31, MN Production – Ykhalili Ma 3andi Hiya Kolchi (Ykhalili Ma 3andi Hiya Kolchi) · Watch on YouTube

youtube_video xEjX8wcOoTo · row xEjX8wcOoTo

LAION-DISCO-12M

Rani Halaf Ga3 Na3radkom F 3arsi Ghadi NharhArkom

Listed as Cheb Ramzi 31 – Rani Halaf Ga3 Na3radkom F 3arsi Ghadi NharhArkom (Rani Halaf Ga3 Na3radkom F 3arsi Ghadi NharhArkom) · Watch on YouTube

youtube_video xIUK5GFnRzQ · row xIUK5GFnRzQ

LAION-DISCO-12M

الجنية تاعي البوقوصة تاعي

Listed as CHEB RAMZI 31 – الجنية تاعي البوقوصة تاعي (الجنية تاعي البوقوصة تاعي) · Watch on YouTube

youtube_video yC9m07J493M · row yC9m07J493M

LAION-DISCO-12M

L3rida Ki Dayra Haba Machi Dayra

Listed as Cheb Ramzi 31 – L3rida Ki Dayra Haba Machi Dayra (L3rida Ki Dayra Haba Machi Dayra) · Watch on YouTube

youtube_video zIt41-bbWYo · row zIt41-bbWYo

LAION-DISCO-12M

galbi bel baraka alik

Listed as Cheb Ramzi 31 – galbi bel baraka alik (galbi bel baraka alik) · Watch on YouTube

youtube_video zLxTxXDIIEM · row zLxTxXDIIEM

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.