Report Singing Wells built from the datasets alone

Yes. Singing Wells has 21 videos listed in datasets used to train and test AI models.

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

Used for training and testing 21

videos 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 Chechemeko Raha - The Singing Wells Project - Performance 4, Adungu Cultural Troupe - Yom Chunta, Nyerere Wa Konde Music Club

AudioSet 21 videos, 21 rows

Chechemeko Raha - The Singing Wells Project - Performance 4

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Female singing

youtube_video -6-vUvjwAPo · row unbalanced_train:-6-vUvjwAPo:30:40

AudioSetunbalanced_train

Adungu Cultural Troupe - Yom Chunta

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video -C4jJsN19h4 · row unbalanced_train:-C4jJsN19h4:30:40

AudioSetunbalanced_train

Nyerere Wa Konde Music Club

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video -MU13FLg_io · row unbalanced_train:-MU13FLg_io:30:40

AudioSetunbalanced_train

Irimbene Cultural Dancers - Ukaugiria irugu - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Choir, Male singing

youtube_video 0zRpzQy059g · row unbalanced_train:0zRpzQy059g:30:40

AudioSetunbalanced_train

Muwewesi Xylophone Group - Obutasoma

Clip 240s to 250s · Open clip on YouTube · Labels: Afrobeat, Singing, Music of Africa, Music, Marimba, xylophone

youtube_video 1g0uFQT1pls · row unbalanced_train:1g0uFQT1pls:240:250

AudioSetunbalanced_train

Mperwa Dancers and Winyo - Influences Session

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech, Choir, Male singing, Female singing

youtube_video 1zjh68iNClw · row unbalanced_train:1zjh68iNClw:30:40

AudioSetunbalanced_train

Magic Moments: Ohangla Drum Solo - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Drum, Music, Musical instrument

youtube_video 2FOs3TObydk · row unbalanced_train:2FOs3TObydk:30:40

AudioSetunbalanced_train

Kewamoi with Eddie Grey - 'Chang-Komenn' - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Female singing

youtube_video 2_Jy2gDBHLY · row unbalanced_train:2_Jy2gDBHLY:30:40

AudioSetunbalanced_train

Kochia Dancers - Philip Okundi - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video 2iGUcQRLRp4 · row unbalanced_train:2iGUcQRLRp4:30:40

AudioSetunbalanced_train

Otacho Young Stars - Jim Owino Soldier - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir

youtube_video 34kILyMgZbM · row unbalanced_train:34kILyMgZbM:30:40

AudioSetunbalanced_train

Micyingo (Kisoro Hill) Batwa Community - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir, Male singing

youtube_video 38uXVC1pEvQ · row unbalanced_train:38uXVC1pEvQ:30:40

AudioSetunbalanced_train

Muwewesi Xylophone Group - Nalufuka

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video 3HNwzTSjywk · row unbalanced_train:3HNwzTSjywk:30:40

AudioSetunbalanced_train

Chebonet - 'Chepchelewen Ningare' - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir, Male singing, Female singing

youtube_video 3MKTujIU1xI · row unbalanced_train:3MKTujIU1xI:30:40

AudioSetunbalanced_train

Elimu Cultural Promoters - Tubutang/Chengei - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Choir, Female singing

youtube_video 4BQkyr_SuzM · row unbalanced_train:4BQkyr_SuzM:30:40

AudioSetunbalanced_train

Busolwe Post Test Club - Mabega Dance - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir, Male singing, Female singing

youtube_video 4ExLC43g_g8 · row unbalanced_train:4ExLC43g_g8:30:40

AudioSetunbalanced_train

Kangema Mwomboko Dancers - Kariara - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing

youtube_video 4K__4G3EbGE · row unbalanced_train:4K__4G3EbGE:30:40

AudioSetunbalanced_train

Namaddu Troupe - Drum Solo - The Singing Wells project

Clip 30s to 40s · Open clip on YouTube · Labels: Drum, Music, Musical instrument

youtube_video 5JVfW6HReew · row unbalanced_train:5JVfW6HReew:30:40

AudioSetunbalanced_train

Micyingo (Kisoro Hill) Batwa Community - The Singing Wells Project

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir, Male singing

youtube_video 5Zv_8A8LpRE · row unbalanced_train:5Zv_8A8LpRE:30:40

AudioSetunbalanced_train

Chechemeko Raha performance 2 - The Singing Wells Project

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

youtube_video 6bIBTw6tXmc · row unbalanced_train:6bIBTw6tXmc:30:40

AudioSetunbalanced_train

Bakuseka Majja Matta Group - Abalimperekera Baliba Muganda - The Singing Wells project

Clip 0s to 10s · Open clip on YouTube · Labels: Music, Flute

youtube_video Tk5wcWqelDs · row unbalanced_train:Tk5wcWqelDs:0:10

AudioSetunbalanced_train

Aloka Ohangla Group - Nyar Karapul - The Singing Wells project

Clip 110s to 120s · Open clip on YouTube · Labels: Singing, Music

youtube_video kWbhAfwJkkw · row unbalanced_train:kWbhAfwJkkw:110:120

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/singing-wells-yt_UC2HPq4j2tAbzViiGVS1deyA

Provenance

JSON export SHA-256 56f5af7271bce992f1179e206a86fd6ffc926772ccf5c2221f2e9aa4154c24ce

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.