Yes. Okmalumkoolkat has 77 songs listed in a dataset used to train AI music models.

Used for training 77

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 iYona (feat. DJ Tira & Sanie boi), Ekse Awe! (Vacay) (feat. Reba Red & Petite Noir), Mega Milano (feat. AKA & Mashayabhuqe KaMamba)

Listed under the artist name 77 songs in LAION-DISCO-12M

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

iYona (feat. DJ Tira & Sanie boi)

Listed as Okmalumkoolkat – iYona (feat. DJ Tira & Sanie boi) (iYona) · Watch on YouTube

youtube_video 1iTz3DkHJ8Q · row 1iTz3DkHJ8Q

LAION-DISCO-12M

Ekse Awe! (Vacay) (feat. Reba Red & Petite Noir)

Listed as Okmalumkoolkat – Ekse Awe! (Vacay) (feat. Reba Red & Petite Noir) (Mlazi Milano) · Watch on YouTube

youtube_video 3JJwDD8XQ9w · row 3JJwDD8XQ9w

LAION-DISCO-12M

Mega Milano (feat. AKA & Mashayabhuqe KaMamba)

Listed as Okmalumkoolkat – Mega Milano (feat. AKA & Mashayabhuqe KaMamba) (Mlazi Milano) · Watch on YouTube

youtube_video 3_j7PTOJgM8 · row 3_j7PTOJgM8

LAION-DISCO-12M

Spova The Genge Superior

Listed as Okmalumkoolkat – Spova The Genge Superior (uShukela eTiyeni) · Watch on YouTube

youtube_video 5IyjARvbpyk · row 5IyjARvbpyk

LAION-DISCO-12M

Hawaiian (feat. DA Les)

Listed as Okmalumkoolkat – Hawaiian (feat. DA Les) (Bhlomington) · Watch on YouTube

youtube_video 7V7q-PgFzQc · row 7V7q-PgFzQc

LAION-DISCO-12M

iNkunzi

Listed as Okmalumkoolkat – iNkunzi (Bhlomington) · Watch on YouTube

youtube_video 81mB_RxnAAA · row 81mB_RxnAAA

LAION-DISCO-12M

New South Africa Entsha (feat. Beast, Killer Kau & Thelawayeka)

Listed as Okmalumkoolkat – New South Africa Entsha (feat. Beast, Killer Kau & Thelawayeka) (uShukela eTiyeni) · Watch on YouTube

youtube_video 8uMKwChej0s · row 8uMKwChej0s

LAION-DISCO-12M

Umhlanga Rocks

Listed as Okmalumkoolkat – Umhlanga Rocks (uShukela eTiyeni) · Watch on YouTube

youtube_video C6tvrQi_224 · row C6tvrQi_224

LAION-DISCO-12M

100k (Outro) (feat. Mashayabhuqe KaMamba)

Listed as Okmalumkoolkat – 100k (Outro) (feat. Mashayabhuqe KaMamba) (100k Macassette Mixtape) · Watch on YouTube

youtube_video ElXCYj0PCYM · row ElXCYj0PCYM

LAION-DISCO-12M

Ngiyashisa Bhe! (feat. Sho Madjozi)

Listed as Okmalumkoolkat – Ngiyashisa Bhe! (feat. Sho Madjozi) (Mlazi Milano) · Watch on YouTube

youtube_video GWfJ3RItnFk · row GWfJ3RItnFk

LAION-DISCO-12M

Spoek Mathambo International Airport (feat. Spoek Mathambo)

Listed as Okmalumkoolkat – Spoek Mathambo International Airport (feat. Spoek Mathambo) (Mlazi Milano) · Watch on YouTube

youtube_video GxtZ1wz9Smc · row GxtZ1wz9Smc

LAION-DISCO-12M

Tongue Foo Action / Forever (Petite Noir's Interlude) (feat. uSanele, Bra Sol & Sho Madjozi)

Listed as Okmalumkoolkat – Tongue Foo Action / Forever (Petite Noir's Interlude) (feat. uSanele, Bra Sol & Sho Madjozi) (Mlazi Milano) · Watch on YouTube

youtube_video H6Viwl5rNDE · row H6Viwl5rNDE

LAION-DISCO-12M

Uthando To The T (feat. Debra Nist)

Listed as Okmalumkoolkat – Uthando To The T (feat. Debra Nist) (Uthando To The T) · Watch on YouTube

youtube_video HB6AMTY4Nkk · row HB6AMTY4Nkk

LAION-DISCO-12M

Spina Gusheshe Like A Skateboard (Skit)

Listed as Okmalumkoolkat – Spina Gusheshe Like A Skateboard (Skit) (Mlazi Milano) · Watch on YouTube

youtube_video Ilgeae0z-UU · row Ilgeae0z-UU

LAION-DISCO-12M

Yaze Yamnandi

Listed as Argento Dust, Deep Narratives, Okmalumkoolkat – Yaze Yamnandi (Yaze Yamnandi) · Watch on YouTube

youtube_video J9_5Rqq2eY4 · row J9_5Rqq2eY4

LAION-DISCO-12M

Cava The Action (feat. Debra Nist)

Listed as Okmalumkoolkat – Cava The Action (feat. Debra Nist) (uShukela eTiyeni) · Watch on YouTube

youtube_video N2FECM8G1Io · row N2FECM8G1Io

LAION-DISCO-12M

Free 100k Macassette (Scoop's Mapakisha Skit)

Listed as Okmalumkoolkat – Free 100k Macassette (Scoop's Mapakisha Skit) (100k Macassette Mixtape) · Watch on YouTube

youtube_video N2fDz2PtSZ4 · row N2fDz2PtSZ4

LAION-DISCO-12M

Mathananazane Wami (feat. Mashayabhuqe KaMamba)

Listed as Okmalumkoolkat – Mathananazane Wami (feat. Mashayabhuqe KaMamba) (Mlazi Milano) · Watch on YouTube

youtube_video NANqQQuyeCI · row NANqQQuyeCI

LAION-DISCO-12M

Bhut'yang'chaza

Listed as Okmalumkoolkat – Bhut'yang'chaza (100k Macassette Mixtape) · Watch on YouTube

youtube_video NNVu4ftz4AU · row NNVu4ftz4AU

LAION-DISCO-12M

Drip Siphi Iskorobho

Listed as Okmalumkoolkat – Drip Siphi Iskorobho (Bhlomington) · Watch on YouTube

youtube_video NhIKBZyPP7I · row NhIKBZyPP7I

LAION-DISCO-12M

Uk'thula (Soulfaktor's Interlude) /Spura Maluda (feat. Reba Red)

Listed as Okmalumkoolkat – Uk'thula (Soulfaktor's Interlude) /Spura Maluda (feat. Reba Red) (Mlazi Milano) · Watch on YouTube

youtube_video PEYues0mTQs · row PEYues0mTQs

LAION-DISCO-12M

Lokshin Gqom Wave

Listed as Okmalumkoolkat – Lokshin Gqom Wave (Lokshin Gqom Wave) · Watch on YouTube

youtube_video PnglIVSaH14 · row PnglIVSaH14

LAION-DISCO-12M

Gqi (feat. Amadando)

Listed as Okmalumkoolkat – Gqi (feat. Amadando) (Mlazi Milano) · Watch on YouTube

youtube_video ROgVa62crGY · row ROgVa62crGY

LAION-DISCO-12M

Amakamera Angshoote

Listed as Okmalumkoolkat – Amakamera Angshoote (Amakamera Angshoote) · Watch on YouTube

youtube_video TDE0Ba5bMrI · row TDE0Ba5bMrI

LAION-DISCO-12M

Galileo

Listed as Okmalumkoolkat – Galileo (Mlazi Milano) · Watch on YouTube

youtube_video UVGuLJT_qJY · row UVGuLJT_qJY

LAION-DISCO-12M

Kim Mapakisha 2.5

Listed as Okmalumkoolkat – Kim Mapakisha 2.5 (100k Macassette Mixtape) · Watch on YouTube

youtube_video Uc8redqYgF8 · row Uc8redqYgF8

LAION-DISCO-12M

The Mpahlas

Listed as Okmalumkoolkat – The Mpahlas (Bhlomington) · Watch on YouTube

youtube_video Ux2Y5RoBtvg · row Ux2Y5RoBtvg

LAION-DISCO-12M

Sele Sele (feat. Riky Rick)

Listed as Okmalumkoolkat – Sele Sele (feat. Riky Rick) (Mlazi Milano) · Watch on YouTube

youtube_video VQD7w2MYgtQ · row VQD7w2MYgtQ

LAION-DISCO-12M

Came With The Sjambok

Listed as Okmalumkoolkat – Came With The Sjambok (uShukela eTiyeni) · Watch on YouTube

youtube_video VjDWITOXY8Q · row VjDWITOXY8Q

LAION-DISCO-12M

Ngamadolo (Thukzin's Theme) (feat. Thelawayeka & Sego The Great)

Listed as Okmalumkoolkat – Ngamadolo (Thukzin's Theme) (feat. Thelawayeka & Sego The Great) (uShukela eTiyeni) · Watch on YouTube

youtube_video YIyYuj_VrnA · row YIyYuj_VrnA

LAION-DISCO-12M

La Liga

Listed as Okmalumkoolkat – La Liga (Mlazi Milano) · Watch on YouTube

youtube_video ZQVOsHyaFe4 · row ZQVOsHyaFe4

LAION-DISCO-12M

Ijusi

Listed as Okmalumkoolkat – Ijusi (Holy Oxygen I) · Watch on YouTube

youtube_video _WEqzkUcaIY · row _WEqzkUcaIY

LAION-DISCO-12M

Holy Oxygen

Listed as Okmalumkoolkat – Holy Oxygen (Holy Oxygen I) · Watch on YouTube

youtube_video aZIHm6Rm1to · row aZIHm6Rm1to

LAION-DISCO-12M

Free 100k Macassette (Chopped & Screwed) (DJ Gatsheni Mix)

Listed as Okmalumkoolkat – Free 100k Macassette (Chopped & Screwed) (DJ Gatsheni Mix) (100k Macassette Mixtape) · Watch on YouTube

youtube_video bz6dKKLRSec · row bz6dKKLRSec

LAION-DISCO-12M

iStandard (feat. Teedow Bangs)

Listed as Okmalumkoolkat – iStandard (feat. Teedow Bangs) (uShukela eTiyeni) · Watch on YouTube

youtube_video cqa4X6IAvnQ · row cqa4X6IAvnQ

LAION-DISCO-12M

Ubhuti Ontsundu (feat. The Brother Moves On)

Listed as Okmalumkoolkat – Ubhuti Ontsundu (feat. The Brother Moves On) (Mlazi Milano) · Watch on YouTube

youtube_video dcz3mTxyfOE · row dcz3mTxyfOE

LAION-DISCO-12M

Allblackblackkat

Listed as Okmalumkoolkat – Allblackblackkat (Holy Oxygen I) · Watch on YouTube

youtube_video fVMOvbujLIQ · row fVMOvbujLIQ

LAION-DISCO-12M

Drip Siphi Iskorobho

Listed as Okmalumkoolkat – Drip Siphi Iskorobho (Drip Siphi Iskorobho) · Watch on YouTube

youtube_video fsq1ggsv40c · row fsq1ggsv40c

LAION-DISCO-12M

Weekend Egangile

Listed as Okmalumkoolkat – Weekend Egangile (uShukela eTiyeni) · Watch on YouTube

youtube_video fwzSqJeMINI · row fwzSqJeMINI

LAION-DISCO-12M

Siyayintshontsha (iAttention) (feat. Nirvana Nokwe)

Listed as Okmalumkoolkat – Siyayintshontsha (iAttention) (feat. Nirvana Nokwe) (uShukela eTiyeni) · Watch on YouTube

youtube_video hTvdiZxrcJE · row hTvdiZxrcJE

LAION-DISCO-12M

Ooh Ya Ishu

Listed as Okmalumkoolkat – Ooh Ya Ishu (Bhlomington) · Watch on YouTube

youtube_video hn3QzHFz6qE · row hn3QzHFz6qE

LAION-DISCO-12M

Mlazi Milano (Intro)

Listed as Okmalumkoolkat – Mlazi Milano (Intro) (Mlazi Milano) · Watch on YouTube

youtube_video jLbLTHtJOIw · row jLbLTHtJOIw

LAION-DISCO-12M

Khumbula

Listed as Slim Ego, Okmalumkoolkat – Khumbula (Khumbula) · Watch on YouTube

youtube_video j_n61D0G9-A · row j_n61D0G9-A

LAION-DISCO-12M

Weh! Rhe!

Listed as Okmalumkoolkat – Weh! Rhe! (uShukela eTiyeni) · Watch on YouTube

youtube_video oH9KvYHjuWk · row oH9KvYHjuWk

LAION-DISCO-12M

The Mpahlas (Remix) (feat. Crush!, Windows 2000 & 45 Degreez)

Listed as Okmalumkoolkat – The Mpahlas (Remix) (feat. Crush!, Windows 2000 & 45 Degreez) (uShukela eTiyeni) · Watch on YouTube

youtube_video q-FEYjLJRgc · row q-FEYjLJRgc

LAION-DISCO-12M

Spova Gang (feat. uSanele)

Listed as Okmalumkoolkat – Spova Gang (feat. uSanele) (100k Macassette Mixtape) · Watch on YouTube

youtube_video qsd-xBp85zQ · row qsd-xBp85zQ

LAION-DISCO-12M

3310 Flow (Intro)

Listed as Okmalumkoolkat – 3310 Flow (Intro) (100k Macassette Mixtape) · Watch on YouTube

youtube_video tEzC_PJb5dQ · row tEzC_PJb5dQ

LAION-DISCO-12M

Vele Kunjalo (feat. Crush!)

Listed as Okmalumkoolkat – Vele Kunjalo (feat. Crush!) (uShukela eTiyeni) · Watch on YouTube

youtube_video vUPEzggYMtg · row vUPEzggYMtg

LAION-DISCO-12M

Bayavuma (Interlude)

Listed as Okmalumkoolkat – Bayavuma (Interlude) (Mlazi Milano) · Watch on YouTube

youtube_video vufvs8r8F0E · row vufvs8r8F0E

LAION-DISCO-12M

Amalobola (Slow Jam Sase Mlazi)

Listed as Okmalumkoolkat – Amalobola (Slow Jam Sase Mlazi) (Mlazi Milano) · Watch on YouTube

youtube_video wK45KhQMaD8 · row wK45KhQMaD8

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.