Yes. Mamlê 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 Tabakay Dur La Chawi Layla Bm, Bo Mn Chakn Aw Chawana (Taha Law Rezay Xalana 3), Shamame Xal Xal

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.

Tabakay Dur La Chawi Layla Bm

Listed as Mamlê – Tabakay Dur La Chawi Layla Bm (Chand Goranyaki Tazakrawa) · Watch on YouTube

youtube_video -4lAoM68fqk · row -4lAoM68fqk

LAION-DISCO-12M

Bo Mn Chakn Aw Chawana (Taha Law Rezay Xalana 3)

Listed as Mamlê – Bo Mn Chakn Aw Chawana (Taha Law Rezay Xalana 3) (Kokrawa 11) · Watch on YouTube

youtube_video -GG3h7J3ZqA · row -GG3h7J3ZqA

LAION-DISCO-12M

Shamame Xal Xal

Listed as Mamlê – Shamame Xal Xal (Gulbzher 8) · Watch on YouTube

youtube_video -iH_3dZxUAg · row -iH_3dZxUAg

LAION-DISCO-12M

Masturey Mastan 2

Listed as Mamlê – Masturey Mastan 2 (Kokrawa 8) · Watch on YouTube

youtube_video 0soI2pV_4H4 · row 0soI2pV_4H4

LAION-DISCO-12M

Amine Surgul Chan Ba Lanja U Lary 4

Listed as Mamle – Amine Surgul Chan Ba Lanja U Lary 4 (Kokrawa 13) · Watch on YouTube

youtube_video 2fLxx8hpNzY · row 2fLxx8hpNzY

LAION-DISCO-12M

Bo Dagri

Listed as Mamlê – Bo Dagri (Azizm Bayani) · Watch on YouTube

youtube_video 684Yzxh09J4 · row 684Yzxh09J4

LAION-DISCO-12M

Ay Harir Harira

Listed as Mamle – Ay Harir Harira (Kokrawa 13) · Watch on YouTube

youtube_video 7QvsSR9M4D0 · row 7QvsSR9M4D0

LAION-DISCO-12M

Lem Ziz Buwa Chaw Kazhale

Listed as Mamlê – Lem Ziz Buwa Chaw Kazhale (Lem Ziz Buwa Chaw Kazhale) · Watch on YouTube

youtube_video 7sUM5bZDp6c · row 7sUM5bZDp6c

LAION-DISCO-12M

Mryam Sablaxi

Listed as Mamlê – Mryam Sablaxi (Gulbzher 6) · Watch on YouTube

youtube_video 80B7X7tWrfQ · row 80B7X7tWrfQ

LAION-DISCO-12M

Are Way Way Rubaba

Listed as Mamlê – Are Way Way Rubaba (Gulbzher 3) · Watch on YouTube

youtube_video 8XepaFToPEc · row 8XepaFToPEc

LAION-DISCO-12M

Dlm Daka Jolane, Bo Bazmi Fatma Soltane

Listed as Mamlê – Dlm Daka Jolane, Bo Bazmi Fatma Soltane (Majnun) · Watch on YouTube

youtube_video 8Zaxvs5pAvU · row 8Zaxvs5pAvU

LAION-DISCO-12M

Be To, Bemal U Be Halm Awsho

Listed as Mamlê – Be To, Bemal U Be Halm Awsho (Kokrawa 11) · Watch on YouTube

youtube_video 8pvuv6iFtd4 · row 8pvuv6iFtd4

LAION-DISCO-12M

Kizhi Kurdi Nazanin 2

Listed as Mamlê – Kizhi Kurdi Nazanin 2 (Gulchin 2) · Watch on YouTube

youtube_video 8wK1U6IB5rU · row 8wK1U6IB5rU

LAION-DISCO-12M

Wara Wara To Yarmi, Nazdarmi 3 (Extended Version)

Listed as Mamlê – Wara Wara To Yarmi, Nazdarmi 3 (Extended Version) (Kokrawa 9 (Extended Version)) · Watch on YouTube

youtube_video 9s3Zgb7kQK4 · row 9s3Zgb7kQK4

LAION-DISCO-12M

Wara Wara Gawhare

Listed as Mamlê – Wara Wara Gawhare (Gulbzher 7) · Watch on YouTube

youtube_video BsPGHEtv2Qc · row BsPGHEtv2Qc

LAION-DISCO-12M

Da Bro To Dabro, Nabm Ba Yart

Listed as Mamlê – Da Bro To Dabro, Nabm Ba Yart (Kokrawa 12) · Watch on YouTube

youtube_video EEFp88aSqbY · row EEFp88aSqbY

LAION-DISCO-12M

Gadar 1

Listed as Mamlê – Gadar 1 (Gulbzher 9) · Watch on YouTube

youtube_video FLLdwj1JQy0 · row FLLdwj1JQy0

LAION-DISCO-12M

Azizakam, Vol. 1

Listed as Mamlê – Azizakam, Vol. 1 (Amoza Giyan) · Watch on YouTube

youtube_video G1Lw95L6-nk · row G1Lw95L6-nk

LAION-DISCO-12M

Baharan Xosha Zmziran 2

Listed as Mamlê – Baharan Xosha Zmziran 2 (Gulbzher 11) · Watch on YouTube

youtube_video GJgMTLm5KeI · row GJgMTLm5KeI

LAION-DISCO-12M

Wara Wara Nazaninem

Listed as Mamlê – Wara Wara Nazaninem (Azizm Bayani) · Watch on YouTube

youtube_video Gie97ZinWMU · row Gie97ZinWMU

LAION-DISCO-12M

Shamal Hat Bay Bahara

Listed as Mamlê – Shamal Hat Bay Bahara (Majnun) · Watch on YouTube

youtube_video HMIVWpMWpKI · row HMIVWpMWpKI

LAION-DISCO-12M

Chawakam (Hay Amrakam)

Listed as Mamlê – Chawakam (Hay Amrakam) (Kokrawa 11) · Watch on YouTube

youtube_video Hjm5VH-gtKI · row Hjm5VH-gtKI

LAION-DISCO-12M

Aman Dardm Chara Ka 2

Listed as Mamle – Aman Dardm Chara Ka 2 (Kokrawa 13) · Watch on YouTube

youtube_video Iaw8CKSTtYU · row Iaw8CKSTtYU

LAION-DISCO-12M

Her Seydzadeki Shal Krmani be 3

Listed as Mamle – Her Seydzadeki Shal Krmani be 3 (Kokrawa 13) · Watch on YouTube

youtube_video KG7FrAbrOJU · row KG7FrAbrOJU

LAION-DISCO-12M

Bahar Hatawa 2

Listed as Mamlê – Bahar Hatawa 2 (Kokrawa 12) · Watch on YouTube

youtube_video N4Bh5Z4meSk · row N4Bh5Z4meSk

LAION-DISCO-12M

Nashmil Gian - Ay La Door 3

Listed as Mamlê – Nashmil Gian - Ay La Door 3 (Gulbzher 1) · Watch on YouTube

youtube_video Rw5hudaliGM · row Rw5hudaliGM

LAION-DISCO-12M

Kati Bahara Chawakam 2

Listed as Mamle – Kati Bahara Chawakam 2 (Kokrawa 13) · Watch on YouTube

youtube_video U81Zt6UGv0c · row U81Zt6UGv0c

LAION-DISCO-12M

Law Rojawa Dur Kawtawa Sayat Lasari Mn

Listed as Mamlê – Law Rojawa Dur Kawtawa Sayat Lasari Mn (Kokrawa 12) · Watch on YouTube

youtube_video UUveAspu0ro · row UUveAspu0ro

LAION-DISCO-12M

Labar Berye Banamaran

Listed as Mamlê, Mela Husen Abdullazade – Labar Berye Banamaran (Gulbzher 14) · Watch on YouTube

youtube_video UpvFnl2tw4M · row UpvFnl2tw4M

LAION-DISCO-12M

Ay Garda U Gianm Garda 2

Listed as Mamle – Ay Garda U Gianm Garda 2 (Kokrawa 13) · Watch on YouTube

youtube_video _MhqveS_Fb4 · row _MhqveS_Fb4

LAION-DISCO-12M

Ay Bulbuli Dl Xamgin 3

Listed as Mamle – Ay Bulbuli Dl Xamgin 3 (Kokrawa 13) · Watch on YouTube

youtube_video _Pnk5jXwcq8 · row _Pnk5jXwcq8

LAION-DISCO-12M

Hay Barana U Hay Barana, Day Day Day Barana

Listed as Mamlê – Hay Barana U Hay Barana, Day Day Day Barana (Kokrawa 8) · Watch on YouTube

youtube_video bXGdNGb7VAc · row bXGdNGb7VAc

LAION-DISCO-12M

Gamzaday Xotm Nishanay Tiri Muzgant Maka

Listed as Mamlê – Gamzaday Xotm Nishanay Tiri Muzgant Maka (Kokrawa 8) · Watch on YouTube

youtube_video c4Cun6-mrBo · row c4Cun6-mrBo

LAION-DISCO-12M

Wara Wara To Yarmi, Nazdarmi 2

Listed as Mamlê – Wara Wara To Yarmi, Nazdarmi 2 (Gulbzher 3) · Watch on YouTube

youtube_video gMcMQVr9kAc · row gMcMQVr9kAc

LAION-DISCO-12M

Bro Majnon Ba Laylay Xot Manaza - Bahari Zard 2

Listed as Mamlê – Bro Majnon Ba Laylay Xot Manaza - Bahari Zard 2 (Kokrawa 6) · Watch on YouTube

youtube_video iESqcVQldE4 · row iESqcVQldE4

LAION-DISCO-12M

Gian U Gian U Gian 2

Listed as Mamlê – Gian U Gian U Gian 2 (Gulchin 6) · Watch on YouTube

youtube_video jDqQbuT-IYc · row jDqQbuT-IYc

LAION-DISCO-12M

Ay Haway Baranay Taza 3

Listed as Mamlê – Ay Haway Baranay Taza 3 (Kokrawa 8) · Watch on YouTube

youtube_video knn2uSE5E5o · row knn2uSE5E5o

LAION-DISCO-12M

Naz maka, Nazile nazt ba chandi

Listed as Mamle – Naz maka, Nazile nazt ba chandi (Kokrawa 13) · Watch on YouTube

youtube_video lDJTOi50bh0 · row lDJTOi50bh0

LAION-DISCO-12M

Ta bakay Dur La Chawi Layla Bm

Listed as Mamlê – Ta bakay Dur La Chawi Layla Bm (Gulbzher 1) · Watch on YouTube

youtube_video lpIp9vi7Vzs · row lpIp9vi7Vzs

LAION-DISCO-12M

Gulakam Dalen Awa Dey (Radio Besimi)

Listed as Mamlê – Gulakam Dalen Awa Dey (Radio Besimi) (Mamlê Radio Collection (Radio Besimi)) · Watch on YouTube

youtube_video m4ss3aWcWR4 · row m4ss3aWcWR4

LAION-DISCO-12M

Are Wara Shamal Wara

Listed as Mamlê – Are Wara Shamal Wara (Hawari Xali) · Watch on YouTube

youtube_video mINNEbdxvvc · row mINNEbdxvvc

LAION-DISCO-12M

Mala Babm Bewafa 4

Listed as Mamlê – Mala Babm Bewafa 4 (Gulbzher 1) · Watch on YouTube

youtube_video nbSRyJzDPko · row nbSRyJzDPko

LAION-DISCO-12M

Sazi Nasaz

Listed as Mamlê – Sazi Nasaz (Kokrawa 8) · Watch on YouTube

youtube_video qb_5qEJeD20 · row qb_5qEJeD20

LAION-DISCO-12M

Rawchian 2

Listed as Mamlê – Rawchian 2 (Kokrawa 11) · Watch on YouTube

youtube_video qfDKOvobMPk · row qfDKOvobMPk

LAION-DISCO-12M

Ay wara, Gian Wara, Wara Wrara Nazaninm

Listed as Mamle – Ay wara, Gian Wara, Wara Wrara Nazaninm (Kokrawa 13) · Watch on YouTube

youtube_video rTRGwS3wICM · row rTRGwS3wICM

LAION-DISCO-12M

Ay Nizam Boxom Nizam 2

Listed as Mamlê – Ay Nizam Boxom Nizam 2 (Kokrawa 11) · Watch on YouTube

youtube_video rUWfS2RwYIc · row rUWfS2RwYIc

LAION-DISCO-12M

Bazi Beryan 2

Listed as Mamlê – Bazi Beryan 2 (Gulbzher 1) · Watch on YouTube

youtube_video tQhDGltoPug · row tQhDGltoPug

LAION-DISCO-12M

Amine Gian To Gulakami

Listed as Mamlê – Amine Gian To Gulakami (Halbzharda 8) · Watch on YouTube

youtube_video vrTUiP_weAs · row vrTUiP_weAs

LAION-DISCO-12M

Shari dl 4

Listed as Mamle – Shari dl 4 (Kokrawa 13) · Watch on YouTube

youtube_video xrCiJEAN_II · row xrCiJEAN_II

LAION-DISCO-12M

Ta kay Chawarey Yaran Bim 2

Listed as Mamlê – Ta kay Chawarey Yaran Bim 2 (Awaya Regay Ashqan) · Watch on YouTube

youtube_video y5BEeSbtRdI · row y5BEeSbtRdI

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.