Report GlobalGrindTV built from the datasets alone

Yes. GlobalGrindTV has 24 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 24

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 Zakee Explores Brazil With Global Grind, Hit-Boy & Audio Push Gush About Mariah Carey & Being Critiqued By Kanye West, Global Grind Presents: JoJo Simmon's Blog

AudioSet 24 videos, 24 rows

Zakee Explores Brazil With Global Grind

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

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

AudioSetunbalanced_train

Hit-Boy & Audio Push Gush About Mariah Carey & Being Critiqued By Kanye West

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

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

AudioSetunbalanced_train

Global Grind Presents: JoJo Simmon's Blog

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

youtube_video 7E9J7x8AhMY · row unbalanced_train:7E9J7x8AhMY:30:40

AudioSetunbalanced_train

Kate Upton Dougie/Cat Daddy Video Ranked By Step Up Revolution Cast

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

youtube_video 7KJIjFDqGyY · row unbalanced_train:7KJIjFDqGyY:30:40

AudioSetunbalanced_train

Quincy & Kendre Perform "Stay a While" At Global Grind Offices

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

youtube_video 9bNugMhPm4M · row unbalanced_train:9bNugMhPm4M:30:40

AudioSetunbalanced_train

Global Grind Presents: Exclusive Interview With Lil' Cease

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

youtube_video BYrmAitZ-6U · row unbalanced_train:BYrmAitZ-6U:30:40

AudioSetunbalanced_train

Dondria Talks Waiting On JD, Twerking & Ratchet RnB On The No Judgment Zone

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

youtube_video CefxVwtb6Ms · row unbalanced_train:CefxVwtb6Ms:30:40

AudioSetunbalanced_train

Carmelo Anthony Says The Knicks Will Fill Lin's Void

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

youtube_video F8HYa6yL3Lc · row unbalanced_train:F8HYa6yL3Lc:30:40

AudioSetunbalanced_train

Brittany Smooch Chops It Up With Global Grind

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

youtube_video HFvbtAMUWsk · row unbalanced_train:HFvbtAMUWsk:30:40

AudioSetunbalanced_train

12 O'Clock Boys Director Says He Was Approached By Drug Dealers

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

youtube_video IecqAtQGv4s · row unbalanced_train:IecqAtQGv4s:30:40

AudioSetunbalanced_train

Behind the Grind w/KimO: Jim jones part 2

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

youtube_video L0TMY3bbVgU · row unbalanced_train:L0TMY3bbVgU:30:40

AudioSetunbalanced_train

Global Grind Presents: JoJo Simmon's Blog

Clip 15s to 25s · Open clip on YouTube · Labels: Music, Speech

youtube_video RCO7fXl-86g · row unbalanced_train:RCO7fXl-86g:15:25

AudioSetunbalanced_train

Syn The Lady Hustler Dishes On Her Relationship With Drake

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

youtube_video SMXgP3nBPI0 · row unbalanced_train:SMXgP3nBPI0:30:40

AudioSetunbalanced_train

Asher Roth - On Global Grind

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

youtube_video ZZkBuo7f_eg · row unbalanced_train:ZZkBuo7f_eg:30:40

AudioSetunbalanced_train

DJ Mustard Says Pharrell Helped Him With His Sound

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

youtube_video f_Loqq6GBZo · row unbalanced_train:f_Loqq6GBZo:30:40

AudioSetunbalanced_train

Global Grind 2013 In Review

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

youtube_video fiAIaV7fjtY · row unbalanced_train:fiAIaV7fjtY:30:40

AudioSetunbalanced_train

JoJo Blog Around The Grind

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

youtube_video jkGQ6MZ-NF4 · row unbalanced_train:jkGQ6MZ-NF4:30:40

AudioSetunbalanced_train

Trevor Jackson & More Give Global Grind The 411 At The 2014 BET Awards Interviews

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

youtube_video nnsTWrohfbE · row unbalanced_train:nnsTWrohfbE:30:40

AudioSetunbalanced_train

Ty Dolla $ign Discusses Getting Ratchet In His Benz

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

youtube_video o4lOw9lBmkk · row unbalanced_train:o4lOw9lBmkk:30:40

AudioSetunbalanced_train

Lily Halpern Dishes on Singer from One Direction

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

youtube_video szD903BCPXg · row unbalanced_train:szD903BCPXg:30:40

AudioSetunbalanced_train

From Tap Dancing To Dominios: Dule Hill Is Mastering The Art Of It All

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

youtube_video uMD3SLNSpQg · row unbalanced_train:uMD3SLNSpQg:30:40

AudioSetunbalanced_train

Global Grind Presents: JoJo Simmon's

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Speech

youtube_video wEceMxQJLL8 · row unbalanced_train:wEceMxQJLL8:20:30

AudioSetunbalanced_train

Diego Cash Interviews with Global Grind

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

youtube_video ygiHZMNPgVE · row unbalanced_train:ygiHZMNPgVE:30:40

AudioSetunbalanced_train

Rye Rye Dishes On Teen Pregnancy, Motherhood & M.I.A

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

youtube_video zoF7EZWSMzg · row unbalanced_train:zoF7EZWSMzg: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

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Provenance

JSON export SHA-256 577603c9bff63639c6b23c31b8b35fee679338465beface2c9901c259126c4e9

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.