Report NinjaBuziness built from the datasets alone

Yes. NinjaBuziness 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 Eric Donaldson - Jah Love, BODYGUARD SOUND, BUSY SIGNAL - POWER CUT (POWER CUT RIDDIM)

Used for testing 1

video in MusicCaps

A set of 5,521 ten-second music clips from YouTube, each with a written description, that Google published in 2023. It is the standard test set for text-to-music models.

Including Eric Donaldson - Jah Love

AudioSet 24 videos, 24 rows

Eric Donaldson - Jah Love

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

youtube_video QHNREJJRTS4 · row balanced_train:QHNREJJRTS4:20:30

AudioSetbalanced_train

BODYGUARD SOUND

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

youtube_video -Tb0BZZ-FlA · row unbalanced_train:-Tb0BZZ-FlA:30:40

AudioSetunbalanced_train

BUSY SIGNAL - POWER CUT (POWER CUT RIDDIM)

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

youtube_video 4-eZpG55zUE · row unbalanced_train:4-eZpG55zUE:30:40

AudioSetunbalanced_train

BUSY SIGNAL - CAN I HAVE SOME PUM PUM (PUNANNY RIDDIM)

Clip 80s to 90s · Open clip on YouTube · Labels: Music

youtube_video 7hQPbIgVKxc · row unbalanced_train:7hQPbIgVKxc:80:90

AudioSetunbalanced_train

Little John - Discuss Dem Man {JAMMY'$} ( Kuff Riddim)

Clip 170s to 180s · Open clip on YouTube · Labels: Music

youtube_video 9sjA62eCS6I · row unbalanced_train:9sjA62eCS6I:170:180

AudioSetunbalanced_train

Busy Signal - Brighter Day (Game Time Riddim)

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

youtube_video CJkGSRXda58 · row unbalanced_train:CJkGSRXda58:30:40

AudioSetunbalanced_train

NINJA MAN - DON GORGON ON BAIL

Clip 10s to 20s · Open clip on YouTube · Labels: Reggae

youtube_video OYVIK1VCFIk · row unbalanced_train:OYVIK1VCFIk:10:20

AudioSetunbalanced_train

BUSY SIGNAL - MURDEROUS PRAYER / REAL HOT HEAD (THE MIX RIDDIM)

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

youtube_video TbJ5dd_UzWE · row unbalanced_train:TbJ5dd_UzWE:260:270

AudioSetunbalanced_train

BUSY SIGNAL - LET'S GET BUSY (BAD ENGLISH RIDDIM)

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

youtube_video TvnI9642HPM · row unbalanced_train:TvnI9642HPM:30:40

AudioSetunbalanced_train

Super Cat - Word Sound & Power (Joy Ride Riddim)

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

youtube_video XTJbIF8zE54 · row unbalanced_train:XTJbIF8zE54:30:40

AudioSetunbalanced_train

Natural Black - Cry Cry Baby (Weatherman Skank Riddim)

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

youtube_video XXbpijrL1G4 · row unbalanced_train:XXbpijrL1G4:30:40

AudioSetunbalanced_train

BUSY SIGNAL - SAVE WAT U HUSTLE

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

youtube_video YROr09oLGOc · row unbalanced_train:YROr09oLGOc:30:40

AudioSetunbalanced_train

BOUNTY KILLER FT. TYRICAL - BIG UP DI MUSIC (ACID ROCK RIDDIM)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Punk rock, Rock and roll

youtube_video _UmHG-LJ0ec · row unbalanced_train:_UmHG-LJ0ec:30:40

AudioSetunbalanced_train

Busy Signal - Going Up (Eighty Five Riddim)

Clip 130s to 140s · Open clip on YouTube · Labels: Music, Rapping, Hip hop music

youtube_video cTXyh_5Qt78 · row unbalanced_train:cTXyh_5Qt78:130:140

AudioSetunbalanced_train

Luciano - I'll Follow Thee (Millennium Taxi Riddim)

Clip 200s to 210s · Open clip on YouTube · Labels: Music, Reggae

youtube_video fFyoi2kSpbk · row unbalanced_train:fFyoi2kSpbk:200:210

AudioSetunbalanced_train

SIZZLA - ONE DAY

Clip 190s to 200s · Open clip on YouTube · Labels: Music, Rapping, Reggae, Hip hop music

youtube_video jBQokw1R658 · row unbalanced_train:jBQokw1R658:190:200

AudioSetunbalanced_train

Al Campbell - She Nuh Ready (Come Home Riddim)

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

youtube_video jldDLPH7ZC4 · row unbalanced_train:jldDLPH7ZC4:110:120

AudioSetunbalanced_train

Winston Hussey - My Sound (Far East Riddim)

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

youtube_video n6C4qaJaLnQ · row unbalanced_train:n6C4qaJaLnQ:30:40

AudioSetunbalanced_train

Lee Perry & Leonard Dillon - Im A Dreadlocks (Three Blind Mice Riddim)

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

youtube_video r2VIckB9DqM · row unbalanced_train:r2VIckB9DqM:30:40

AudioSetunbalanced_train

Freddie McGregor - Dance Crasher

Clip 20s to 30s · Open clip on YouTube · Labels: Reggae

youtube_video sr8SC3-4Kw4 · row unbalanced_train:sr8SC3-4Kw4:20:30

AudioSetunbalanced_train

Anthony B - Guns Down (Hard Drugs Riddim)

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Reggae, Hip hop music

youtube_video t8OMPGZNyOs · row unbalanced_train:t8OMPGZNyOs:10:20

AudioSetunbalanced_train

Super Cat - Settlement

Clip 50s to 60s · Open clip on YouTube · Labels: Music, Reggae, Hip hop music

youtube_video tpDjJbLe4Vk · row unbalanced_train:tpDjJbLe4Vk:50:60

AudioSetunbalanced_train

Busy Signal - Dem Team Up (Z-March Riddim)

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

youtube_video vMR4owRNYzM · row unbalanced_train:vMR4owRNYzM:30:40

AudioSetunbalanced_train

BUSY SIGNAL "MIGHTY CROWN" DUB PLATE

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

youtube_video zcXuKkh3tmU · row unbalanced_train:zcXuKkh3tmU:30:40

AudioSetunbalanced_train

MusicCaps 1 videos, 1 rows

Eric Donaldson - Jah Love

“This reggae song features a male voice singing the main melody. This is accompanied by percussion playing a simple reggae beat. The bass plays notes in reggae style. A guitar plays fills in the beginning and in between lines. Hand claps are played in groups of two and one in an alternating pattern. This song can be played in a romantic movie.”

Clip 20s to 30s · Open clip on YouTube

youtube_video QHNREJJRTS4 · row QHNREJJRTS4:20:30

MusicCaps

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

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Provenance

JSON export SHA-256 c8278dd8ef47c0b60c2644afc2a6a4ef16b1be88bee82a7eb1316eb3d80170bb

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.