Yes. Mampi has 14 songs listed in a dataset used to train AI music models.

Used for training 14

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 Why (feat. Bobi Wine), Niwe Natemwa, Maloza (Remix)

Listed under the artist name 14 songs in LAION-DISCO-12M

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

Why (feat. Bobi Wine)

Listed as Mampi – Why (feat. Bobi Wine) (Why) · Watch on YouTube

youtube_video 2zqvWQtuZoc · row 2zqvWQtuZoc

LAION-DISCO-12M

Niwe Natemwa

Listed as Mampi – Niwe Natemwa (Maloza) · Watch on YouTube

youtube_video 6TTXkuJPbxU · row 6TTXkuJPbxU

LAION-DISCO-12M

Maloza (Remix)

Listed as Mampi – Maloza (Remix) (Maloza) · Watch on YouTube

youtube_video 6tjulNY2dH4 · row 6tjulNY2dH4

LAION-DISCO-12M

Osakonda Kulila

Listed as Mampi – Osakonda Kulila (Maloza) · Watch on YouTube

youtube_video Im-QlLAQO6w · row Im-QlLAQO6w

LAION-DISCO-12M

Sunsha

Listed as Mampi – Sunsha (Maloza) · Watch on YouTube

youtube_video KE3mN5vDMUA · row KE3mN5vDMUA

LAION-DISCO-12M

Kamba Unikonda

Listed as Mampi – Kamba Unikonda (Maloza) · Watch on YouTube

youtube_video O7Zof7rRWaU · row O7Zof7rRWaU

LAION-DISCO-12M

Osa Nimenya

Listed as Mampi – Osa Nimenya (Maloza) · Watch on YouTube

youtube_video OGqDxPyKxfY · row OGqDxPyKxfY

LAION-DISCO-12M

Punzila

Listed as Mampi – Punzila (Maloza) · Watch on YouTube

youtube_video XpzxuwQt1YQ · row XpzxuwQt1YQ

LAION-DISCO-12M

Anipaseko Chance

Listed as Mampi – Anipaseko Chance (Maloza) · Watch on YouTube

youtube_video czajlXI3QOI · row czajlXI3QOI

LAION-DISCO-12M

Why

Listed as Luyanna, Mampi – Why (Why) · Watch on YouTube

youtube_video eV6JArGoi24 · row eV6JArGoi24

LAION-DISCO-12M

Nikukonda

Listed as Mampi – Nikukonda (Maloza) · Watch on YouTube

youtube_video h2E-FM6VKHs · row h2E-FM6VKHs

LAION-DISCO-12M

Mwikansha

Listed as Mampi – Mwikansha (Maloza) · Watch on YouTube

youtube_video hXZ0ETmAHl4 · row hXZ0ETmAHl4

LAION-DISCO-12M

Maloza

Listed as Mampi – Maloza (Maloza) · Watch on YouTube

youtube_video sGS4lu2mKPM · row sGS4lu2mKPM

LAION-DISCO-12M

Why

Listed as Mampi – Why (Why) · Watch on YouTube

youtube_video uigCm2JR964 · row uigCm2JR964

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.