Report Dirty Dubsters built from the datasets alone

Yes. Dirty Dubsters has 7 songs and 4 videos 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 4

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 Dirty Dubsters - Ska Ska Ska (Ragga House mix), Dirty Dubsters - Do What you wanna (NuFunk Party Breaks), Dirty Dubsters - Cease Fire Selecta (Ragga jungle la bumba?)

Used for training 7

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 Gift of Dub (feat. Screechy Dan), Uh Huh (feat. Screechy Dan), Gift of Dub (Run Tingz Cru Remix) (feat. Blackout Ja & Screechy Dan)

Listed under the artist name 7 songs in LAION-DISCO-12M

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

Gift of Dub (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Gift of Dub (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video 3XxTwWrcKHA · row 3XxTwWrcKHA

LAION-DISCO-12M

Uh Huh (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Uh Huh (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video DsdXm4_2GFk · row DsdXm4_2GFk

LAION-DISCO-12M

Gift of Dub (Run Tingz Cru Remix) (feat. Blackout Ja & Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Gift of Dub (Run Tingz Cru Remix) (feat. Blackout Ja & Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video GsrWoQNTG4Q · row GsrWoQNTG4Q

LAION-DISCO-12M

Gift of Dub (G31 Remix) (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Gift of Dub (G31 Remix) (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video aDSmbZqt3sQ · row aDSmbZqt3sQ

LAION-DISCO-12M

Uh Huh (Max Rubadub Remix) (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Uh Huh (Max Rubadub Remix) (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video d-x_pKLKqlc · row d-x_pKLKqlc

LAION-DISCO-12M

Uh Huh (Jah Billah Remix) (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Uh Huh (Jah Billah Remix) (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video g9YGqh5IEt8 · row g9YGqh5IEt8

LAION-DISCO-12M

Gift of Dub (DJ Wood Remix) (feat. Screechy Dan)

Listed as Dirty Dubsters, Blend Mishkin – Gift of Dub (DJ Wood Remix) (feat. Screechy Dan) (Screechy Dan EP) · Watch on YouTube

youtube_video mIOPOngct5o · row mIOPOngct5o

LAION-DISCO-12M

AudioSet 4 videos, 4 rows

Dirty Dubsters - Ska Ska Ska (Ragga House mix)

Clip 210s to 220s · Open clip on YouTube · Labels: Electronic music, House music, Music, Reggae, Ska

youtube_video 5yW_VaP2940 · row unbalanced_train:5yW_VaP2940:210:220

AudioSetunbalanced_train

Dirty Dubsters - Do What you wanna (NuFunk Party Breaks)

Clip 280s to 290s · Open clip on YouTube · Labels: Disco, Music

youtube_video W2jwl4D5JvM · row unbalanced_train:W2jwl4D5JvM:280:290

AudioSetunbalanced_train

Dirty Dubsters - Cease Fire Selecta (Ragga jungle la bumba?)

Clip 130s to 140s · Open clip on YouTube · Labels: Drum and bass, Electronic music, Music, Reggae

youtube_video ptroL0qzpM8 · row unbalanced_train:ptroL0qzpM8:130:140

AudioSetunbalanced_train

Dirty Dubsters - Sound Clash (Funky Breaks Mashup)

Clip 260s to 270s · Open clip on YouTube · Labels: Funk, Music

youtube_video ydISTef0bLI · row unbalanced_train:ydISTef0bLI:260:270

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/dirty-dubsters-yt_UCyDNCUmOAQTt4f3OsMeh06Q

Provenance

JSON export SHA-256 87be24db91fc7bb5895d40bcf5dd31b915f567fb9bf18c271200bf31bed3bfd1

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.