Report Jojo Mwangaza built from the datasets alone

Yes. Jojo Mwangaza has 14 songs and 1 video listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 1

video in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including Jojo M. Zambia 2009 Tour with Doxa Music

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 Efyo Ba Land Ba Yaweh, Ulukombo, Nkani

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

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Efyo Ba Land Ba Yaweh

Listed as JOJO MWANGAZA – Efyo Ba Land Ba Yaweh (Efyo Ba Land Ba Yaweh) · Watch on YouTube

youtube_video 2cNRSkyQaRs · row 2cNRSkyQaRs

LAION-DISCO-12M

Ulukombo

Listed as JOJO MWANGAZA – Ulukombo (Ulukombo) · Watch on YouTube

youtube_video 5oCxPHKmo9o · row 5oCxPHKmo9o

LAION-DISCO-12M

Nkani

Listed as JOJO MWANGAZA – Nkani (Nkani) · Watch on YouTube

youtube_video 8_TmgKBwBVs · row 8_TmgKBwBVs

LAION-DISCO-12M

4 By 4

Listed as JOJO MWANGAZA – 4 By 4 (4 By 4) · Watch on YouTube

youtube_video Aik32nVKAoE · row Aik32nVKAoE

LAION-DISCO-12M

Watch Me

Listed as JOJO MWANGAZA – Watch Me (Watch Me) · Watch on YouTube

youtube_video LaoMT7Hjlh8 · row LaoMT7Hjlh8

LAION-DISCO-12M

Lesa Kabumba

Listed as JOJO MWANGAZA – Lesa Kabumba (Lesa Kabumba) · Watch on YouTube

youtube_video SrKD99xWd4E · row SrKD99xWd4E

LAION-DISCO-12M

Abana Ba Kwalesa

Listed as JOJO MWANGAZA – Abana Ba Kwalesa (Abana Ba Kwalesa) · Watch on YouTube

youtube_video Z1hQkRhTf2M · row Z1hQkRhTf2M

LAION-DISCO-12M

Bwana Asifiwe

Listed as JOJO MWANGAZA – Bwana Asifiwe (Bwana Asifiwe) · Watch on YouTube

youtube_video ambO0cgv8Tc · row ambO0cgv8Tc

LAION-DISCO-12M

Tuikale Pamo

Listed as JOJO MWANGAZA – Tuikale Pamo (Tuikale Pamo) · Watch on YouTube

youtube_video hTqxUFqYEW4 · row hTqxUFqYEW4

LAION-DISCO-12M

Hakuna Matata

Listed as JOJO MWANGAZA – Hakuna Matata (Hakuna Matata) · Watch on YouTube

youtube_video kRoLEzumHEI · row kRoLEzumHEI

LAION-DISCO-12M

Babidi Babidi

Listed as JOJO MWANGAZA – Babidi Babidi (Babidi Babidi) · Watch on YouTube

youtube_video ozEAQy02tkQ · row ozEAQy02tkQ

LAION-DISCO-12M

Muli Ba Yesu

Listed as JOJO MWANGAZA – Muli Ba Yesu (Muli Ba Yesu) · Watch on YouTube

youtube_video sPhd4x-i0TQ · row sPhd4x-i0TQ

LAION-DISCO-12M

Kambani Naine

Listed as JOJO MWANGAZA – Kambani Naine (Kambani Naine) · Watch on YouTube

youtube_video tWnC5IrkL7A · row tWnC5IrkL7A

LAION-DISCO-12M

Mube Na Ine

Listed as JOJO MWANGAZA – Mube Na Ine (Mube Na Ine) · Watch on YouTube

youtube_video wCYz4Dfb53w · row wCYz4Dfb53w

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Jojo M. Zambia 2009 Tour with Doxa Music

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech, Exciting music

youtube_video oHRYdgbDAAY · row unbalanced_train:oHRYdgbDAAY:30:40

AudioSetunbalanced_train

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/jojo-mwangaza-yt_UCaH9HshlxdmRc0lb1Pq_22w

Provenance

JSON export SHA-256 69533cb1ad5e7c965b4903b89bf9815ac048d30fc690f7483fcff85b2d2a1cf7

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.