Report Dr. Brad Hounkpati built from the datasets alone

Yes. Dr. Brad Hounkpati has 19 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 19

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 Ghana Gospel Music: Joseph Mensah - Okyena Misere, Togo Gospel Music: Essozolang (Jesus loves you = Yesu lo wo (Ewe) - Mme Abitor, Ghana Gospel Music: Philipa Baafi in W'ayeyie

AudioSet 19 videos, 19 rows

Ghana Gospel Music: Joseph Mensah - Okyena Misere

Clip 30s to 40s · Open clip on YouTube · Labels: Christmas music, Gospel music, Music

youtube_video 1k5Xw8JJDnM · row unbalanced_train:1k5Xw8JJDnM:30:40

AudioSetunbalanced_train

Togo Gospel Music: Essozolang (Jesus loves you = Yesu lo wo (Ewe) - Mme Abitor

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

youtube_video 3iYVrD-hks4 · row unbalanced_train:3iYVrD-hks4:30:40

AudioSetunbalanced_train

Ghana Gospel Music: Philipa Baafi in W'ayeyie

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

youtube_video 6jE72S4A6Xo · row unbalanced_train:6jE72S4A6Xo:30:40

AudioSetunbalanced_train

Togo Gospel Music: Evang. Koudjo Vol. 6. 1

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

youtube_video 9FoX__mIIsA · row unbalanced_train:9FoX__mIIsA:30:40

AudioSetunbalanced_train

Togo Gospel Music: Adabadji K. Djobokou - Alo Gbalo

Clip 270s to 280s · Open clip on YouTube · Labels: Gospel music, Christian music, Music

youtube_video BEpd2iNAuok · row unbalanced_train:BEpd2iNAuok:270:280

AudioSetunbalanced_train

Gospel Ivorienne: Jean Lemaire ft Felix Sossah - Affaire de Jésus

Clip 30s to 40s · Open clip on YouTube · Labels: Folk music, Music, Dance music, Soundtrack music

youtube_video DMsVuqC56Y4 · row unbalanced_train:DMsVuqC56Y4:30:40

AudioSetunbalanced_train

Ghana Gospel Music: Grace Ashy - Yesu dome

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

youtube_video ElRbHdQ8zNA · row unbalanced_train:ElRbHdQ8zNA:30:40

AudioSetunbalanced_train

Togo Gospel Music

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

youtube_video G5CS5Xj02P0 · row unbalanced_train:G5CS5Xj02P0:30:40

AudioSetunbalanced_train

Togo Gospel Music: Mme Claude Laba - Il est Celui-là

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

youtube_video NIg6TichFBM · row unbalanced_train:NIg6TichFBM:30:40

AudioSetunbalanced_train

Ghana Gospel Music: The Angels - Obeyi wo apue

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

youtube_video O0a_as23Y5Y · row unbalanced_train:O0a_as23Y5Y:30:40

AudioSetunbalanced_train

Togo Gospel Music: Mme Abitor dans Awoe

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

youtube_video RvIvoEb1hy0 · row unbalanced_train:RvIvoEb1hy0:30:40

AudioSetunbalanced_train

Togo Gospel Music: Evangeliste Koudjo Vol 6. 3

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

youtube_video ZMM6Dzi6tyM · row unbalanced_train:ZMM6Dzi6tyM:30:40

AudioSetunbalanced_train

Ghana Gospel Music: Joseph Mensah

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

youtube_video _wNFLq2Afd4 · row unbalanced_train:_wNFLq2Afd4:30:40

AudioSetunbalanced_train

Togo Gospel Music: Newoè Na Amewo

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

youtube_video gsnzyrYcytY · row unbalanced_train:gsnzyrYcytY:30:40

AudioSetunbalanced_train

Togo Gospel Music: Mme Abitor dans God is Able

Clip 30s to 40s · Open clip on YouTube · Labels: Gospel music, Traditional music, Music

youtube_video iffXterA9wU · row unbalanced_train:iffXterA9wU:30:40

AudioSetunbalanced_train

Togo Gospel Music: Mme Abitor Makafui - Daniel Mawu

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

youtube_video ppT5GpWEHmg · row unbalanced_train:ppT5GpWEHmg:30:40

AudioSetunbalanced_train

Togo Gospel Music: Evangeliste Koudjo Vol 6. 2

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

youtube_video tXmytRZgHu0 · row unbalanced_train:tXmytRZgHu0:30:40

AudioSetunbalanced_train

Togo Gospel Music: Mme Abitor - Donu de Mawu nu

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Middle Eastern music

youtube_video tsiJijYN0xI · row unbalanced_train:tsiJijYN0xI:30:40

AudioSetunbalanced_train

Ghana Gospel Music: The Angels - Kae Me

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

youtube_video xnQ-oyyHoGc · row unbalanced_train:xnQ-oyyHoGc: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/dr-brad-hounkpati-yt_UCPeXic0tWmlPi-mLos-LtrQ

Provenance

JSON export SHA-256 598a9794ddd2a3bffed6ddc94c60db7f88a6798c9f6f5fdbd3d33a53822f7d75

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.