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 Ukhandakhulu (feat. Dr 3 Second), Ngeke ngivume, Wayenzeni

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.

Ukhandakhulu (feat. Dr 3 Second)

Listed as Zanefa Ngidi – Ukhandakhulu (feat. Dr 3 Second) (Uyazal' Utsotsi) · Watch on YouTube

youtube_video -4GD9xAlDa4 · row -4GD9xAlDa4

LAION-DISCO-12M

Ngeke ngivume

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

youtube_video -RclkvSSgPs · row -RclkvSSgPs

LAION-DISCO-12M

Wayenzeni

Listed as Zanefa Ngidi – Wayenzeni (Uyazal' Utsotsi) · Watch on YouTube

youtube_video 0Abhf4qKuv0 · row 0Abhf4qKuv0

LAION-DISCO-12M

Etshwaleni

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

youtube_video 0EAK3gpDvxs · row 0EAK3gpDvxs

LAION-DISCO-12M

Silinde Isthutha

Listed as Zanefa Ngidi – Silinde Isthutha (Silinde Isthutha) · Watch on YouTube

youtube_video 0kds-tP4R0I · row 0kds-tP4R0I

LAION-DISCO-12M

I-Blesser

Listed as Zanefa Ngidi – I-Blesser (Umalum'umbavumbavu) · Watch on YouTube

youtube_video 10Su5_dMPu8 · row 10Su5_dMPu8

LAION-DISCO-12M

Lesikhinjana

Listed as Zanefa Ngidi – Lesikhinjana (Uyazal' Utsotsi) · Watch on YouTube

youtube_video 1UEh3-HOkDk · row 1UEh3-HOkDk

LAION-DISCO-12M

Idlozi Lami

Listed as Zanefa Ngidi – Idlozi Lami (Uyazal' Utsotsi) · Watch on YouTube

youtube_video 2C8fi3kkvYY · row 2C8fi3kkvYY

LAION-DISCO-12M

Buya

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

youtube_video 40D491hprMw · row 40D491hprMw

LAION-DISCO-12M

Seng'fikile

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

youtube_video 5YiTNfBEjfQ · row 5YiTNfBEjfQ

LAION-DISCO-12M

Emphinjeni

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

youtube_video 6oZv3LVCXuc · row 6oZv3LVCXuc

LAION-DISCO-12M

Umona

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

youtube_video 76NFEU3NcgU · row 76NFEU3NcgU

LAION-DISCO-12M

Ngizwa Ngabantu (feat. Sgwebo Sentambo)

Listed as Zanefa Ngidi – Ngizwa Ngabantu (feat. Sgwebo Sentambo) (Inyoka Yami) · Watch on YouTube

youtube_video 79NgVOev-0g · row 79NgVOev-0g

LAION-DISCO-12M

Iphuza Face

Listed as Zanefa Ngidi – Iphuza Face (Amahliphihliphi) · Watch on YouTube

youtube_video 7Dt640uFc2I · row 7Dt640uFc2I

LAION-DISCO-12M

Isibhengane Sentombazane

Listed as Zanefa Ngidi – Isibhengane Sentombazane (Amahliphihliphi) · Watch on YouTube

youtube_video BfFTykwfU1c · row BfFTykwfU1c

LAION-DISCO-12M

Hello X Yami (feat. Sbosh Intomb'yoMswati)

Listed as Zanefa Ngidi – Hello X Yami (feat. Sbosh Intomb'yoMswati) (Hello X Yami) · Watch on YouTube

youtube_video CQ2EZ-YHXWk · row CQ2EZ-YHXWk

LAION-DISCO-12M

Isiminyaminya

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

youtube_video Fdf9AldXE4g · row Fdf9AldXE4g

LAION-DISCO-12M

Abahambe Osbali

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

youtube_video FzzX2NwAI_A · row FzzX2NwAI_A

LAION-DISCO-12M

Umfoka Molo

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

youtube_video HiUQuYtoo48 · row HiUQuYtoo48

LAION-DISCO-12M

Yithi Abanikazi

Listed as Zanefa Ngidi – Yithi Abanikazi (Silinde Isthutha) · Watch on YouTube

youtube_video INJzb39KIIk · row INJzb39KIIk

LAION-DISCO-12M

Usizi

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

youtube_video KSaNJqDEK70 · row KSaNJqDEK70

LAION-DISCO-12M

Mabobo

Listed as Zanefa Ngidi – Mabobo (Uyazal' Utsotsi) · Watch on YouTube

youtube_video M6VDKr7M_zE · row M6VDKr7M_zE

LAION-DISCO-12M

Izinyo

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

youtube_video MFMDuhpXKwk · row MFMDuhpXKwk

LAION-DISCO-12M

Amagwinya

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

youtube_video MpVLze8yEzg · row MpVLze8yEzg

LAION-DISCO-12M

Ubaba wami

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

youtube_video NuZgGAbRpik · row NuZgGAbRpik

LAION-DISCO-12M

Intombi Yami

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

youtube_video O7WN8IIM2lM · row O7WN8IIM2lM

LAION-DISCO-12M

Nkos' Yami ngiyabonga

Listed as Zanefa Ngidi – Nkos' Yami ngiyabonga (Abahambe Osbali) · Watch on YouTube

youtube_video RDCKQbf830U · row RDCKQbf830U

LAION-DISCO-12M

Triple C

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

youtube_video TJIgGqnvdsA · row TJIgGqnvdsA

LAION-DISCO-12M

I (Savanna)

Listed as Zanefa Ngidi – I (Savanna) (Uyazal' Utsotsi) · Watch on YouTube

youtube_video UJXZIIiYHog · row UJXZIIiYHog

LAION-DISCO-12M

Isgora

Listed as Zanefa Ngidi – Isgora (Isgora) · Watch on YouTube

youtube_video V7JwkelPsT0 · row V7JwkelPsT0

LAION-DISCO-12M

Ubukuphi (feat. Imfezemnyama)

Listed as Zanefa Ngidi – Ubukuphi (feat. Imfezemnyama) (Silinde Isthutha) · Watch on YouTube

youtube_video Y6u-9GiQ3a0 · row Y6u-9GiQ3a0

LAION-DISCO-12M

I-ex Yami

Listed as Zanefa Ngidi – I-ex Yami (Silinde Isthutha) · Watch on YouTube

youtube_video YLoZOfXmQjg · row YLoZOfXmQjg

LAION-DISCO-12M

Funda Mtanami (feat. Imfezemnyama)

Listed as Zanefa Ngidi – Funda Mtanami (feat. Imfezemnyama) (Funda Mtanami) · Watch on YouTube

youtube_video YTNAHUcEOVM · row YTNAHUcEOVM

LAION-DISCO-12M

Phola Kancane (feat. Ugatsheni)

Listed as Zanefa Ngidi – Phola Kancane (feat. Ugatsheni) (Uyazal' Utsotsi) · Watch on YouTube

youtube_video Z7qRexDhrtg · row Z7qRexDhrtg

LAION-DISCO-12M

Wayitshukutsha (feat. KingSize & Busy Pro)

Listed as Zanefa Ngidi – Wayitshukutsha (feat. KingSize & Busy Pro) (Uyazal' Utsotsi) · Watch on YouTube

youtube_video cmjJOaFMdgc · row cmjJOaFMdgc

LAION-DISCO-12M

Umalum'umbavumbavu

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

youtube_video czTDas3-8TI · row czTDas3-8TI

LAION-DISCO-12M

Istulo sasemcimbini

Listed as Zanefa Ngidi – Istulo sasemcimbini (Istulo sasemcimbini) · Watch on YouTube

youtube_video dOtmBDdRM3c · row dOtmBDdRM3c

LAION-DISCO-12M

Phindi

Listed as Zanefa Ngidi – Phindi (Uyazal' Utsotsi) · Watch on YouTube

youtube_video fz6uaSSMGP4 · row fz6uaSSMGP4

LAION-DISCO-12M

Alexandra

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

youtube_video kKPo7KZscws · row kKPo7KZscws

LAION-DISCO-12M

Isingisi

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

youtube_video lQmVhOsnttY · row lQmVhOsnttY

LAION-DISCO-12M

Malavisto

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

youtube_video lwTeGKWjwZI · row lwTeGKWjwZI

LAION-DISCO-12M

Easy Come Easy Go

Listed as Zanefa Ngidi – Easy Come Easy Go (Uyazal' Utsotsi) · Watch on YouTube

youtube_video mpC_t387T3w · row mpC_t387T3w

LAION-DISCO-12M

Ukuhlupheka Kwami

Listed as Zanefa Ngidi – Ukuhlupheka Kwami (Uyazal' Utsotsi) · Watch on YouTube

youtube_video nry0laQQtLQ · row nry0laQQtLQ

LAION-DISCO-12M

Uyazal' Utsotsi

Listed as Zanefa Ngidi – Uyazal' Utsotsi (Uyazal' Utsotsi) · Watch on YouTube

youtube_video qIM6COM8I9k · row qIM6COM8I9k

LAION-DISCO-12M

Ebhulukweni

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

youtube_video qUftRXUUUlY · row qUftRXUUUlY

LAION-DISCO-12M

Lungangezwe

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

youtube_video vEucGIXFqnw · row vEucGIXFqnw

LAION-DISCO-12M

Kwanompumelelo

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

youtube_video vafKzOVV2A4 · row vafKzOVV2A4

LAION-DISCO-12M

Bbena Wami

Listed as Zanefa Ngidi – Bbena Wami (Uyazal' Utsotsi) · Watch on YouTube

youtube_video vv9-D9dE1H4 · row vv9-D9dE1H4

LAION-DISCO-12M

Iqhawe

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

youtube_video xeCbsYGMV5I · row xeCbsYGMV5I

LAION-DISCO-12M

Ubohlonipha

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

youtube_video y9qoKgHR7lo · row y9qoKgHR7lo

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.