Report Pulse Ghana built from the datasets alone

Yes. Pulse Ghana has 13 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 13

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 PULSE TV - Joselyn Dumas Episode 4, Pulse TV - On the Streetz (If you had the opportunity to live in any country where will it be), Kontihene - Performance @ December to Remember 2015 | pulse.com.gh Video

AudioSet 13 videos, 13 rows

PULSE TV - Joselyn Dumas Episode 4

Clip 150s to 160s · Open clip on YouTube · Labels: Music, Speech

youtube_video -oPlYuKnPrQ · row unbalanced_train:-oPlYuKnPrQ:150:160

AudioSetunbalanced_train

Pulse TV - On the Streetz (If you had the opportunity to live in any country where will it be)

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

youtube_video GHWGuJDtWdo · row unbalanced_train:GHWGuJDtWdo:30:40

AudioSetunbalanced_train

Kontihene - Performance @ December to Remember 2015 | pulse.com.gh Video

Clip 310s to 320s · Open clip on YouTube · Labels: Crowd, Music

youtube_video HRRiiNlbIHk · row unbalanced_train:HRRiiNlbIHk:310:320

AudioSetunbalanced_train

Kojo Oppong Nkrumah Talks Business & Politics - Meet the Boss, Episode 5 Pt 2 | Pulse TV

Clip 40s to 50s · Open clip on YouTube · Labels: Music, Speech

youtube_video KfEwZwCQCvw · row unbalanced_train:KfEwZwCQCvw:40:50

AudioSetunbalanced_train

Kojo Oppong Nkrumah On Early Life & Broadcasting Career - Meet The Boss, Episode 5 Pt 1 | Pulse TV

Clip 580s to 590s · Open clip on YouTube · Labels: Music, Speech, Inside, large room or hall

youtube_video NdnM7mSpGb8 · row unbalanced_train:NdnM7mSpGb8:580:590

AudioSetunbalanced_train

PULSE TV - One on One with Adomaa

Clip 300s to 310s · Open clip on YouTube · Labels: Music, Speech, Soul music

youtube_video VL4fPqYKxIU · row unbalanced_train:VL4fPqYKxIU:300:310

AudioSetunbalanced_train

Pulse TV - Melo Moments - Season 2 Episode 1( Talks about what he has been up to.

Clip 360s to 370s · Open clip on YouTube · Labels: Gunshot, gunfire, Music, Speech

youtube_video ZxqE5eSAWL8 · row unbalanced_train:ZxqE5eSAWL8:360:370

AudioSetunbalanced_train

Pulse Presents Joselyn - Joselyn Dumas Talk Being Ready For Kumawood & Relationship With John Dumelo

Clip 110s to 120s · Open clip on YouTube · Labels: Female speech, woman speaking, Music, Speech

youtube_video kIo52Hbd7Js · row unbalanced_train:kIo52Hbd7Js:110:120

AudioSetunbalanced_train

Asamoah Gyan, Adebayor Dancing Telemo at Stephen Appiah's Testimonial Match

Clip 100s to 110s · Open clip on YouTube · Labels: Music

youtube_video mfzqZAM0bMA · row unbalanced_train:mfzqZAM0bMA:100:110

AudioSetunbalanced_train

PULSE TV - John Dumelo - Melo Moments: Dumsor and 7 rules to success

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

youtube_video npyAok9t9qQ · row unbalanced_train:npyAok9t9qQ:30:40

AudioSetunbalanced_train

Highlights Of The 2016 NDC Manifesto | Politically Incorrect

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Speech

youtube_video nrL2nUYxGmM · row unbalanced_train:nrL2nUYxGmM:10:20

AudioSetunbalanced_train

Pulse News On The Go 7th July, 2016

Clip 90s to 100s · Open clip on YouTube · Labels: Music, Speech

youtube_video oTKdCXeGlkY · row unbalanced_train:oTKdCXeGlkY:90:100

AudioSetunbalanced_train

PULSE TV - Efya invites all Ghanaians to Dumsor vigil

Clip 40s to 50s · Open clip on YouTube · Labels: Music, Speech

youtube_video qtGVMrikweE · row unbalanced_train:qtGVMrikweE:40:50

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/pulse-ghana-yt_UCj9KcKBILrS7iGQgK5T1Fnw

Provenance

JSON export SHA-256 86e94edebdde0ea210143103af815afafadff6be9f00528ca567a3daaa8cb483

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.