Yes. Mzwakhe Mbuli has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Confidence Builder, Why Tricks Not Solutions?, What A Shame

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Confidence Builder

Listed as Mzwakhe Mbuli – Confidence Builder (Kwazulu Natal) · Watch on YouTube

youtube_video 0lrK7i_4JOs · row 0lrK7i_4JOs

LAION-DISCO-12M

Why Tricks Not Solutions?

Listed as Mzwakhe Mbuli – Why Tricks Not Solutions? (Amandla) · Watch on YouTube

youtube_video 0zSPLQv7OEI · row 0zSPLQv7OEI

LAION-DISCO-12M

What A Shame

Listed as Mzwakhe Mbuli – What A Shame (Change Is Pain) · Watch on YouTube

youtube_video 1nlZgVjNmG4 · row 1nlZgVjNmG4

LAION-DISCO-12M

Abortionism

Listed as Mzwakhe Mbuli – Abortionism (Mbulism) · Watch on YouTube

youtube_video 2wbyxr8X_sM · row 2wbyxr8X_sM

LAION-DISCO-12M

Amabhokobhoko

Listed as Mzwakhe Mbuli – Amabhokobhoko (Amabhokobhoko) · Watch on YouTube

youtube_video 2xQYw5zT5Cs · row 2xQYw5zT5Cs

LAION-DISCO-12M

Isinamuva

Listed as Mzwakhe Mbuli – Isinamuva (Mbulism) · Watch on YouTube

youtube_video 37GG0ld1E4g · row 37GG0ld1E4g

LAION-DISCO-12M

Triple M

Listed as Mzwakhe Mbuli – Triple M (Change Is Pain) · Watch on YouTube

youtube_video 3y0lV-lDHu0 · row 3y0lV-lDHu0

LAION-DISCO-12M

uJehova

Listed as Mzwakhe Mbuli – uJehova (uJehova) · Watch on YouTube

youtube_video 4ypRvk2JLc4 · row 4ypRvk2JLc4

LAION-DISCO-12M

Malambalamba

Listed as Mzwakhe Mbuli – Malambalamba (Resistance Is Defence) · Watch on YouTube

youtube_video 5fw3M_iHLvw · row 5fw3M_iHLvw

LAION-DISCO-12M

No Easy Road

Listed as Mzwakhe Mbuli – No Easy Road (Afrika) · Watch on YouTube

youtube_video 7Del-WSK_58 · row 7Del-WSK_58

LAION-DISCO-12M

Tshipfinga

Listed as Mzwakhe Mbuli – Tshipfinga (Resistance Is Defence) · Watch on YouTube

youtube_video 7Lp-OHY07ck · row 7Lp-OHY07ck

LAION-DISCO-12M

I Am No Stranger

Listed as Mzwakhe Mbuli – I Am No Stranger (Greatest Hits : Born Free But Always In Chains) · Watch on YouTube

youtube_video 8VKDQm-H1NU · row 8VKDQm-H1NU

LAION-DISCO-12M

Afrophobia

Listed as Mzwakhe Mbuli – Afrophobia (Tribute To Mandela) · Watch on YouTube

youtube_video 8fr3PbtZv4k · row 8fr3PbtZv4k

LAION-DISCO-12M

Lomhlaba

Listed as Mzwakhe Mbuli – Lomhlaba (Kwazulu Natal) · Watch on YouTube

youtube_video Cc67kZciwG8 · row Cc67kZciwG8

LAION-DISCO-12M

I Wish the Dead Could Rise (Chant Version)

Listed as Mzwakhe Mbuli – I Wish the Dead Could Rise (Chant Version) (I Wish the Dead Could Rise (Chant Version)) · Watch on YouTube

youtube_video FS9OUOOZMO0 · row FS9OUOOZMO0

LAION-DISCO-12M

Ngizwa Ingoma

Listed as Mzwakhe Mbuli – Ngizwa Ingoma (Unbroken Spirit) · Watch on YouTube

youtube_video GKn3xQ5iOFg · row GKn3xQ5iOFg

LAION-DISCO-12M

Change Is Pain

Listed as Mzwakhe Mbuli – Change Is Pain (Change Is Pain) · Watch on YouTube

youtube_video GSk1wNDggoU · row GSk1wNDggoU

LAION-DISCO-12M

Sooner Or Later

Listed as Mzwakhe Mbuli – Sooner Or Later (Afrika) · Watch on YouTube

youtube_video HSjTLP4ZSfo · row HSjTLP4ZSfo

LAION-DISCO-12M

The Melody of Memory

Listed as Mzwakhe Mbuli – The Melody of Memory (Greatest Hits : Born Free But Always In Chains) · Watch on YouTube

youtube_video J5RrLA6U76A · row J5RrLA6U76A

LAION-DISCO-12M

Voice Of Reason

Listed as Mzwakhe Mbuli – Voice Of Reason (Afrika) · Watch on YouTube

youtube_video JT9JHVZ4_ns · row JT9JHVZ4_ns

LAION-DISCO-12M

Chillax

Listed as Mzwakhe Mbuli – Chillax (The Voice Of Reason) · Watch on YouTube

youtube_video LbJPHoCRmEI · row LbJPHoCRmEI

LAION-DISCO-12M

Racism in Sports

Listed as Mzwakhe Mbuli – Racism in Sports (Racism in Sports) · Watch on YouTube

youtube_video Mm1vrFXDh4s · row Mm1vrFXDh4s

LAION-DISCO-12M

Rape

Listed as Mzwakhe Mbuli – Rape (Mbulism) · Watch on YouTube

youtube_video NsS3ahPj-xc · row NsS3ahPj-xc

LAION-DISCO-12M

Magenge

Listed as Mzwakhe Mbuli – Magenge (Afrika) · Watch on YouTube

youtube_video OhBWabSW-3Q · row OhBWabSW-3Q

LAION-DISCO-12M

The Stone

Listed as Mzwakhe Mbuli – The Stone (Afrika) · Watch on YouTube

youtube_video PAwHOwvYikI · row PAwHOwvYikI

LAION-DISCO-12M

Alone

Listed as Mzwakhe Mbuli – Alone (Unbroken Spirit) · Watch on YouTube

youtube_video SiTOT47tMOU · row SiTOT47tMOU

LAION-DISCO-12M

Inhlanhla

Listed as Mzwakhe Mbuli – Inhlanhla (Mbulism) · Watch on YouTube

youtube_video TAzwOV0foIk · row TAzwOV0foIk

LAION-DISCO-12M

Land Deal

Listed as Mzwakhe Mbuli – Land Deal (Resistance Is Defence) · Watch on YouTube

youtube_video VWrExWus9cs · row VWrExWus9cs

LAION-DISCO-12M

Bayazisola

Listed as Mzwakhe Mbuli – Bayazisola (Amandla) · Watch on YouTube

youtube_video Y5kJJsbVWqk · row Y5kJJsbVWqk

LAION-DISCO-12M

Toffolux

Listed as Mzwakhe Mbuli – Toffolux (Afrika) · Watch on YouTube

youtube_video YAVVBdbjPnA · row YAVVBdbjPnA

LAION-DISCO-12M

Don't Push Us Too Far

Listed as Mzwakhe Mbuli – Don't Push Us Too Far (Unbroken Spirit) · Watch on YouTube

youtube_video Z2_kkMnbMV0 · row Z2_kkMnbMV0

LAION-DISCO-12M

Ngenxa Yothando

Listed as Mzwakhe Mbuli – Ngenxa Yothando (Mbulism) · Watch on YouTube

youtube_video ZucBOnzx2iM · row ZucBOnzx2iM

LAION-DISCO-12M

Shintsha Guluva

Listed as Mzwakhe Mbuli – Shintsha Guluva (Izigi (Footsteps)) · Watch on YouTube

youtube_video _n4ZHux5nrk · row _n4ZHux5nrk

LAION-DISCO-12M

No Love No Life

Listed as MZWAKHE MBULI – No Love No Life (AFTER PARTY VIBES) · Watch on YouTube

youtube_video bPgGmiJ2jSQ · row bPgGmiJ2jSQ

LAION-DISCO-12M

Ngizwa Ingoma, Ngizwa Isikalo (Live)

Listed as Mzwakhe Mbuli – Ngizwa Ingoma, Ngizwa Isikalo (Live) (Change Is Pain) · Watch on YouTube

youtube_video cQ2oWHKwDk8 · row cQ2oWHKwDk8

LAION-DISCO-12M

Madiba

Listed as Mzwakhe Mbuli – Madiba (Tribute To Mandela) · Watch on YouTube

youtube_video cY-2ZgBLuic · row cY-2ZgBLuic

LAION-DISCO-12M

Gbv Monsters

Listed as Mzwakhe Mbuli – Gbv Monsters (Gbv Monsters) · Watch on YouTube

youtube_video d-HmVELe5h8 · row d-HmVELe5h8

LAION-DISCO-12M

Religious Mamparas

Listed as Mzwakhe Mbuli – Religious Mamparas (Religious Mamparas) · Watch on YouTube

youtube_video gltvjkhS1RA · row gltvjkhS1RA

LAION-DISCO-12M

Racism Is Barbarism

Listed as Mzwakhe Mbuli – Racism Is Barbarism (Racism Is Barbarism) · Watch on YouTube

youtube_video iPNSbFo_k54 · row iPNSbFo_k54

LAION-DISCO-12M

Uma Sizenzela

Listed as Mzwakhe Mbuli – Uma Sizenzela (Mbulism) · Watch on YouTube

youtube_video j86YOUvXAVg · row j86YOUvXAVg

LAION-DISCO-12M

Covid 19

Listed as Mzwakhe Mbuli – Covid 19 (Covid 19) · Watch on YouTube

youtube_video jio2pmKbpZ4 · row jio2pmKbpZ4

LAION-DISCO-12M

Useven

Listed as Mzwakhe Mbuli – Useven (Mbulism) · Watch on YouTube

youtube_video lx4ad9RsmwU · row lx4ad9RsmwU

LAION-DISCO-12M

Behind The Bars

Listed as Mzwakhe Mbuli – Behind The Bars (Change Is Pain) · Watch on YouTube

youtube_video nZBY13gbLCw · row nZBY13gbLCw

LAION-DISCO-12M

Africa Sing

Listed as Mzwakhe Mbuli – Africa Sing (Izigi (Footsteps)) · Watch on YouTube

youtube_video sMAcRtH8DoQ · row sMAcRtH8DoQ

LAION-DISCO-12M

Labaholi A Bathembakali

Listed as Mzwakhe Mbuli – Labaholi A Bathembakali (Greatest Hits : Born Free But Always In Chains) · Watch on YouTube

youtube_video wUeo1lmPjXk · row wUeo1lmPjXk

LAION-DISCO-12M

The Choice Is Yours

Listed as Mzwakhe Mbuli – The Choice Is Yours (Amandla) · Watch on YouTube

youtube_video x6FzbxD02nc · row x6FzbxD02nc

LAION-DISCO-12M

The Day Shall Dawn

Listed as Mzwakhe Mbuli – The Day Shall Dawn (Amandla) · Watch on YouTube

youtube_video y4q-xzvoWqU · row y4q-xzvoWqU

LAION-DISCO-12M

Ukuhleka Akupheli

Listed as Mzwakhe Mbuli – Ukuhleka Akupheli (Greatest Hits : Born Free But Always In Chains) · Watch on YouTube

youtube_video yHs7KRLjSfA · row yHs7KRLjSfA

LAION-DISCO-12M

Achimurenga

Listed as Mzwakhe Mbuli – Achimurenga (Unbroken Spirit) · Watch on YouTube

youtube_video zQHgIxCLdJM · row zQHgIxCLdJM

LAION-DISCO-12M

The Spear Has Fallen

Listed as Mzwakhe Mbuli – The Spear Has Fallen (Change Is Pain) · Watch on YouTube

youtube_video zU-q2MLGGGw · row zU-q2MLGGGw

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.