Yes. Zanefa Ngidi has 140 songs listed in a dataset used to train AI music models.

Used for training 140

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 Inshifinshifi Yomona, Bengicel' Imali, Inkwayindane

Listed under the artist name 140 songs in LAION-DISCO-12M

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

Inshifinshifi Yomona

Listed as Zanefa Ngidi – Inshifinshifi Yomona (Amahliphihliphi) · Watch on YouTube

youtube_video -PsztEw90Sw · row -PsztEw90Sw

LAION-DISCO-12M

Bengicel' Imali

Listed as Zanefa Ngidi – Bengicel' Imali (Amahliphihliphi) · Watch on YouTube

youtube_video 0ltzAnf6jmk · row 0ltzAnf6jmk

LAION-DISCO-12M

Inkwayindane

Listed as Zanefa Ngidi – Inkwayindane (Abahambe Osbali) · Watch on YouTube

youtube_video 2RB-MHJHMhY · row 2RB-MHJHMhY

LAION-DISCO-12M

Ugelekejana

Listed as Zanefa Ngidi – Ugelekejana (Kwanompumelelo) · Watch on YouTube

youtube_video 2Wz2sfyLxqI · row 2Wz2sfyLxqI

LAION-DISCO-12M

Siphile Butepu

Listed as Zanefa Ngidi – Siphile Butepu (Amahliphihliphi) · Watch on YouTube

youtube_video 3Gpz78Wz4WI · row 3Gpz78Wz4WI

LAION-DISCO-12M

Ebusweni Bencwadi

Listed as Zanefa Ngidi – Ebusweni Bencwadi (Ebusweni Bencwadi) · Watch on YouTube

youtube_video 3xfCdhsmVyM · row 3xfCdhsmVyM

LAION-DISCO-12M

Ngizodlula La

Listed as Zanefa Ngidi – Ngizodlula La (Abahambe Osbali) · Watch on YouTube

youtube_video 520TcLFnfWk · row 520TcLFnfWk

LAION-DISCO-12M

Izethembiso Zamanga

Listed as Zanefa Ngidi – Izethembiso Zamanga (Ebusweni Bencwadi) · Watch on YouTube

youtube_video 5E_qjuscPA0 · row 5E_qjuscPA0

LAION-DISCO-12M

Emanyaleni

Listed as Zanefa Ngidi – Emanyaleni (Ebusweni Bencwadi) · Watch on YouTube

youtube_video 5am6yaI2hnQ · row 5am6yaI2hnQ

LAION-DISCO-12M

Bensuku Zokugcina

Listed as Zanefa Ngidi – Bensuku Zokugcina (Amahliphihliphi) · Watch on YouTube

youtube_video 5uD-bu3K84I · row 5uD-bu3K84I

LAION-DISCO-12M

I ova

Listed as Zanefa Ngidi – I ova (Amagwinya) · Watch on YouTube

youtube_video 97E-nrNWugU · row 97E-nrNWugU

LAION-DISCO-12M

Gurani

Listed as Zanefa Ngidi – Gurani (Kwanompumelelo) · Watch on YouTube

youtube_video 9swGGmbth_s · row 9swGGmbth_s

LAION-DISCO-12M

Khulumani kahle

Listed as Zanefa Ngidi – Khulumani kahle (Amagwinya) · Watch on YouTube

youtube_video BbMELzSvi4E · row BbMELzSvi4E

LAION-DISCO-12M

Kujuluk'isiphongo

Listed as Zanefa Ngidi – Kujuluk'isiphongo (Kwanompumelelo) · Watch on YouTube

youtube_video DSRdv-Km-hA · row DSRdv-Km-hA

LAION-DISCO-12M

Saluthi

Listed as Zanefa Ngidi – Saluthi (Ebusweni Bencwadi) · Watch on YouTube

youtube_video ERe_nmXhjaY · row ERe_nmXhjaY

LAION-DISCO-12M

Ishingishane

Listed as Zanefa Ngidi – Ishingishane (Umona) · Watch on YouTube

youtube_video JAaG23WOzu8 · row JAaG23WOzu8

LAION-DISCO-12M

Intshumayelo Enjani

Listed as Zanefa Ngidi – Intshumayelo Enjani (Amahliphihliphi) · Watch on YouTube

youtube_video JMajOJ0m7oc · row JMajOJ0m7oc

LAION-DISCO-12M

Ikapa

Listed as Zanefa Ngidi – Ikapa (Amagwinya) · Watch on YouTube

youtube_video JpiMADM6o1Y · row JpiMADM6o1Y

LAION-DISCO-12M

Ngiyaya

Listed as Zanefa Ngidi – Ngiyaya (Umalum'umbavumbavu) · Watch on YouTube

youtube_video MJquVPWRpxU · row MJquVPWRpxU

LAION-DISCO-12M

Lungangezwe (Special Version)

Listed as Zanefa Ngidi – Lungangezwe (Special Version) (Amagwinya) · Watch on YouTube

youtube_video O209v-vwW0U · row O209v-vwW0U

LAION-DISCO-12M

Uxolo Kancane

Listed as Zanefa Ngidi – Uxolo Kancane (Kwanompumelelo) · Watch on YouTube

youtube_video PH4p6gqM7bY · row PH4p6gqM7bY

LAION-DISCO-12M

Impimpi Endala

Listed as Zanefa Ngidi – Impimpi Endala (Umalum'umbavumbavu) · Watch on YouTube

youtube_video Q3EYFLTR8Bg · row Q3EYFLTR8Bg

LAION-DISCO-12M

Ubushedeshede

Listed as Zanefa Ngidi – Ubushedeshede (Umona) · Watch on YouTube

youtube_video Q9GzqyoSpJE · row Q9GzqyoSpJE

LAION-DISCO-12M

Erobhothini

Listed as Zanefa Ngidi – Erobhothini (Abahambe Osbali) · Watch on YouTube

youtube_video R3po_8Vk2e8 · row R3po_8Vk2e8

LAION-DISCO-12M

Yekani Ukusiphoxa

Listed as Zanefa Ngidi – Yekani Ukusiphoxa (Inyoka Yami) · Watch on YouTube

youtube_video Vg4QjRz6G1g · row Vg4QjRz6G1g

LAION-DISCO-12M

UMroza

Listed as Zanefa Ngidi – UMroza (Umalum'umbavumbavu) · Watch on YouTube

youtube_video WxIGchFkSV4 · row WxIGchFkSV4

LAION-DISCO-12M

Impatha

Listed as Zanefa Ngidi – Impatha (Umona) · Watch on YouTube

youtube_video XHrBPOfEXW8 · row XHrBPOfEXW8

LAION-DISCO-12M

Uqhawekazi

Listed as Zanefa Ngidi – Uqhawekazi (Inyoka Yami) · Watch on YouTube

youtube_video a_LG1WA7XS4 · row a_LG1WA7XS4

LAION-DISCO-12M

Ikhekhe

Listed as Zanefa Ngidi – Ikhekhe (Amagwinya) · Watch on YouTube

youtube_video b5SnvsC5law · row b5SnvsC5law

LAION-DISCO-12M

Badlala Ngathi

Listed as Zanefa Ngidi – Badlala Ngathi (Inyoka Yami) · Watch on YouTube

youtube_video dvnntunzHW8 · row dvnntunzHW8

LAION-DISCO-12M

Umjolo Lo

Listed as Zanefa Ngidi – Umjolo Lo (Kwanompumelelo) · Watch on YouTube

youtube_video eZzyRZv_wpc · row eZzyRZv_wpc

LAION-DISCO-12M

Umsebenzi

Listed as Zanefa Ngidi – Umsebenzi (Umona) · Watch on YouTube

youtube_video h8KPZO5Bf20 · row h8KPZO5Bf20

LAION-DISCO-12M

Hulumeni

Listed as Zanefa Ngidi – Hulumeni (Inyoka Yami) · Watch on YouTube

youtube_video ha8o3EIwfOo · row ha8o3EIwfOo

LAION-DISCO-12M

Ovobe

Listed as Zanefa Ngidi – Ovobe (Inyoka Yami) · Watch on YouTube

youtube_video kjPO41Usrr0 · row kjPO41Usrr0

LAION-DISCO-12M

This is my time

Listed as Zanefa Ngidi – This is my time (Ebusweni Bencwadi) · Watch on YouTube

youtube_video l7JMfwCrL90 · row l7JMfwCrL90

LAION-DISCO-12M

Buza Umama

Listed as Zanefa Ngidi – Buza Umama (Inyoka Yami) · Watch on YouTube

youtube_video lI6pP5iQpyw · row lI6pP5iQpyw

LAION-DISCO-12M

Ushiyameni

Listed as Zanefa Ngidi – Ushiyameni (Umalum'umbavumbavu) · Watch on YouTube

youtube_video lhVz1DHpW-A · row lhVz1DHpW-A

LAION-DISCO-12M

Ngangenzeni

Listed as Zanefa Ngidi – Ngangenzeni (Amagwinya) · Watch on YouTube

youtube_video mOKAOmQoSD0 · row mOKAOmQoSD0

LAION-DISCO-12M

Kulikhuni

Listed as Zanefa Ngidi – Kulikhuni (Umona) · Watch on YouTube

youtube_video mT7btpwU1sc · row mT7btpwU1sc

LAION-DISCO-12M

Isangoma

Listed as Zanefa Ngidi – Isangoma (Umona) · Watch on YouTube

youtube_video mu0g1uAkBAY · row mu0g1uAkBAY

LAION-DISCO-12M

Uwe Owangihleka

Listed as Zanefa Ngidi – Uwe Owangihleka (Ebusweni Bencwadi) · Watch on YouTube

youtube_video mx_qYtXQ54s · row mx_qYtXQ54s

LAION-DISCO-12M

Ngokuhlaba Mfana

Listed as Zanefa Ngidi – Ngokuhlaba Mfana (Abahambe Osbali) · Watch on YouTube

youtube_video o4pIyBNZCE0 · row o4pIyBNZCE0

LAION-DISCO-12M

Emazulwini

Listed as Zanefa Ngidi – Emazulwini (Amagwinya) · Watch on YouTube

youtube_video oMF7a81-dK8 · row oMF7a81-dK8

LAION-DISCO-12M

Izumba Lami

Listed as Zanefa Ngidi – Izumba Lami (Abahambe Osbali) · Watch on YouTube

youtube_video s3Y2x1ESApo · row s3Y2x1ESApo

LAION-DISCO-12M

Niya Jola

Listed as Zanefa Ngidi – Niya Jola (Umona) · Watch on YouTube

youtube_video tPD6qdpund0 · row tPD6qdpund0

LAION-DISCO-12M

Zama

Listed as Zanefa Ngidi – Zama (Umalum'umbavumbavu) · Watch on YouTube

youtube_video u1a0yScSlC4 · row u1a0yScSlC4

LAION-DISCO-12M

Is'thothothobala

Listed as Zanefa Ngidi – Is'thothothobala (Amagwinya) · Watch on YouTube

youtube_video u6Slh70YwM8 · row u6Slh70YwM8

LAION-DISCO-12M

Eyakithi

Listed as Zanefa Ngidi – Eyakithi (Amagwinya) · Watch on YouTube

youtube_video uSWyKnRk9Pg · row uSWyKnRk9Pg

LAION-DISCO-12M

Isephula Moya

Listed as Zanefa Ngidi – Isephula Moya (Umalum'umbavumbavu) · Watch on YouTube

youtube_video wGDAwuV1Is4 · row wGDAwuV1Is4

LAION-DISCO-12M

Iyoka Yami

Listed as Zanefa Ngidi – Iyoka Yami (Inyoka Yami) · Watch on YouTube

youtube_video yYLu90ZzHxk · row yYLu90ZzHxk

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.