Report G4N$T4R ($T4RBWOY) built from the datasets alone

Yes. G4N$T4R ($T4RBWOY) has 38 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 38

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 Sizzla - Bad Mind Ways - JLL Music Group - March 2014, BUSY SIGNAL - WINE DEH SHOT - LOONY TOONZ RIDDIM - BLOCK17 PRODUCTION - APRIL 2012, Sizzla - Rise Up - Sea Water Rec [Aug 2011]

AudioSet 38 videos, 38 rows

Sizzla - Bad Mind Ways - JLL Music Group - March 2014

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

youtube_video 0mMjq2FMqro · row unbalanced_train:0mMjq2FMqro:30:40

AudioSetunbalanced_train

BUSY SIGNAL - WINE DEH SHOT - LOONY TOONZ RIDDIM - BLOCK17 PRODUCTION - APRIL 2012

Clip 0s to 10s · Open clip on YouTube · Labels: Afrobeat, Music, Reggae

youtube_video 1aydJfcKUG8 · row unbalanced_train:1aydJfcKUG8:0:10

AudioSetunbalanced_train

Sizzla - Rise Up - Sea Water Rec [Aug 2011]

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

youtube_video 1bLB2L77bEw · row unbalanced_train:1bLB2L77bEw:30:40

AudioSetunbalanced_train

Bugle - Fake People {Quick Fix Riddim} Payday Music [April 2011]

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

youtube_video 1nvvueA4Jtg · row unbalanced_train:1nvvueA4Jtg:30:40

AudioSetunbalanced_train

BUSY SIGNAL - MONEY AFFI MEK - RICH LIFE RIDDIM - MAY 2013

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

youtube_video 3E2Uvpqyjmg · row unbalanced_train:3E2Uvpqyjmg:30:40

AudioSetunbalanced_train

BLING DAWG - DOG PRAYER (POWERFUL) - ANTIBIOTIC RIDDIM - JAH SNOWCONE PROD - SEPT 2012

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

youtube_video 3I8OMM4L0Y4 · row unbalanced_train:3I8OMM4L0Y4:30:40

AudioSetunbalanced_train

BUSY SIGNAL - ANYWHERE YOU GO - TWEET TWEET RIDDIM - STAINLESS REC / DJ KARIM - MARCH 2012

Clip 140s to 150s · Open clip on YouTube · Labels: Music, Reggae, Hip hop music

youtube_video 3KcfAvgAiIQ · row unbalanced_train:3KcfAvgAiIQ:140:150

AudioSetunbalanced_train

CALI P - FIRE BURNING - SWEET SOUNDS RIDDIM - AUGUST 2012

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

youtube_video 5YjUNo68CM8 · row unbalanced_train:5YjUNo68CM8:30:40

AudioSetunbalanced_train

Busy Signal - Nah Follow Dem - Freedom Fire Riddim - Independent Works

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

youtube_video 8b0DEjGE1FY · row unbalanced_train:8b0DEjGE1FY:30:40

AudioSetunbalanced_train

Munga - Music (Raw) - Jam2 Productions - October 2013

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

youtube_video 8rIPrLjOfvU · row unbalanced_train:8rIPrLjOfvU:30:40

AudioSetunbalanced_train

SIZZLA - DAT CANT GWAAN - APPLAUSE RIDDIM - BREADBACK PROD - JANUARY 2012

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

youtube_video 9XCGAyRj7x0 · row unbalanced_train:9XCGAyRj7x0:30:40

AudioSetunbalanced_train

Busy Signal - The Promoter {The Employer Riddim} Cashflow Records APRIL 2011

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

youtube_video BfTCUajlVyw · row unbalanced_train:BfTCUajlVyw:30:40

AudioSetunbalanced_train

Busy Signal - Can't Do We Shhh - July 2014

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Reggae, Hip hop music

youtube_video CmVcDcV43hM · row unbalanced_train:CmVcDcV43hM:20:30

AudioSetunbalanced_train

Cham - Wah Gwaan - KPN Riddim- - 4Roads Productions - Aug 2014

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

youtube_video E2oYnRVIPk0 · row unbalanced_train:E2oYnRVIPk0:80:90

AudioSetunbalanced_train

Busy Signal - Look So Sexy - Turf Music Entertainment - July 2014

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

youtube_video F5iG9L3vkLw · row unbalanced_train:F5iG9L3vkLw:30:40

AudioSetunbalanced_train

BUSY SIGNAL - BAD - BIKINI RIDDIM - JONFX - DECEMBER 2011

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

youtube_video FvxuABI5-us · row unbalanced_train:FvxuABI5-us:30:40

AudioSetunbalanced_train

BUSY SIGNAL - NAAH TALK - TWEET TWEET RIDDIM - STAINLESS REC / DJ KARIM - MARCH 2012

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

youtube_video GCZqdOzdluE · row unbalanced_train:GCZqdOzdluE:30:40

AudioSetunbalanced_train

Anthony B - Nuh Freak Party - Summer Rain Riddim - Sketch Records - July 2014

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

youtube_video H8Y9ioiwEe8 · row unbalanced_train:H8Y9ioiwEe8:30:40

AudioSetunbalanced_train

Busy Signal - Same Way - Turf Music - September 2013

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

youtube_video JkJ8TRWerUc · row unbalanced_train:JkJ8TRWerUc:110:120

AudioSetunbalanced_train

SIZZLA - STRING UP MI SOUND (BREADBACK PROD) JUNE 2011

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

youtube_video MHU65AT-14U · row unbalanced_train:MHU65AT-14U:30:40

AudioSetunbalanced_train

BUSY SIGNAL - BADNESS DAYS DONE - SAUCEY HEAD RIDDIM - DJ SUNSHINE - JANUARY 2012

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

youtube_video OJ316t-0rp8 · row unbalanced_train:OJ316t-0rp8:30:40

AudioSetunbalanced_train

BUSY SIGNAL - RURAL GUNS - DANCEHALL MANIA RIDDIM - JULY 2011

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

youtube_video Pp5vMGa8m0c · row unbalanced_train:Pp5vMGa8m0c:30:40

AudioSetunbalanced_train

KIBAKI - BARKING - AFTER EMERGENCY RIDDIM - SHUCKA BOMB REC - JAN 2012

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

youtube_video R1rLth-20tM · row unbalanced_train:R1rLth-20tM:110:120

AudioSetunbalanced_train

Busy Signal - Trust Them - Selfie Riddim - Cr203 Rec / ZJ Chrome - Jan 2014 @G4N5T4R

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

youtube_video STbEwbOqiaA · row unbalanced_train:STbEwbOqiaA:30:40

AudioSetunbalanced_train

Assassin - Cruise An Guh Round Dem (Preview) {Hotta Clapz Riddim} DJ Frass Prod [MAY 2011]

Clip 0s to 10s · Open clip on YouTube · Labels: Singing, Music, Rapping

youtube_video UYYdBrCttLM · row unbalanced_train:UYYdBrCttLM:0:10

AudioSetunbalanced_train

3 STAR - BAD AND PROUD - SUDDEN DEATH RIDDIM - FRENZ FOR REAL PROD - JUNE 2011

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

youtube_video WLWPF6u7Stg · row unbalanced_train:WLWPF6u7Stg:30:40

AudioSetunbalanced_train

Busy Signal - Smoker Anthem - 6th Sense Riddim - Cr203 Records - March 2014 @BusySignal

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

youtube_video Z9vFmeOUKe4 · row unbalanced_train:Z9vFmeOUKe4:30:40

AudioSetunbalanced_train

BUSY SIGNAL - TELL DEM ALREADY - FREEDOM SHINES RIDDIM - TRUCKBACK REC - JAN 2012

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

youtube_video ZvIo8GaDYD4 · row unbalanced_train:ZvIo8GaDYD4:30:40

AudioSetunbalanced_train

FANTAN MOJAH - JAH VEX WITH DEM - DANCE SPA RIDDIM - GIBBY MUSIC - FEB 2012

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

youtube_video bJdXa9u5GGc · row unbalanced_train:bJdXa9u5GGc:30:40

AudioSetunbalanced_train

JAH VINCI - RUN AWAY WITH ME - SWEET SOUNDS RIDDIM - AUGUST 2012

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

youtube_video c0w2qR6fK6M · row unbalanced_train:c0w2qR6fK6M:30:40

AudioSetunbalanced_train

Spragga Benz - Chant Dem Down - Suburb Riddim - RedSquare Productions - March 2014

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

youtube_video d9x6hthTZuo · row unbalanced_train:d9x6hthTZuo:30:40

AudioSetunbalanced_train

Lady Saw - As Of Now - The Shank Riddim - Drop Di Bass Rec - Sept 2013

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

youtube_video e5lrp8KQ53Y · row unbalanced_train:e5lrp8KQ53Y:20:30

AudioSetunbalanced_train

BUSY SIGNAL - REAL SPENDERS - TRUCKBACK REC - NOVEMBER 2011

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

youtube_video jmGUGrtPvG4 · row unbalanced_train:jmGUGrtPvG4:30:40

AudioSetunbalanced_train

Bugle - Promises - Island Breeze Riddim - Don Corleon Rec - September 2013

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

youtube_video l4o5nu5VkPE · row unbalanced_train:l4o5nu5VkPE:50:60

AudioSetunbalanced_train

BUSY SIGNAL - NEW MONEY OL MONEY (FRIENDLESS RIDDIM) LOCKECITY ENT / TEETIMUS MUSIC [OCTOBER 2011]

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

youtube_video ldqN8hSFpK8 · row unbalanced_train:ldqN8hSFpK8:30:40

AudioSetunbalanced_train

Busy Signal - The Real Whine - Turf Music Entertainment - July 2014

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

youtube_video mcuXRmAe_Gs · row unbalanced_train:mcuXRmAe_Gs:30:40

AudioSetunbalanced_train

Bounty Killer - Wan Piece A Mi {Spirited Riddim} MAY 2011

Clip 240s to 250s · Open clip on YouTube · Labels: Singing, Music, Rapping, Hip hop music

youtube_video mtPl8TBqseo · row unbalanced_train:mtPl8TBqseo:240:250

AudioSetunbalanced_train

Laden & Khago - Feel You Naturally {H2O Productions} Zj Liquid [May 2011]

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

youtube_video xM4U4Cct8Ws · row unbalanced_train:xM4U4Cct8Ws: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 090589f222c0ef4ba97b95f288ef7db4d194c98209339158fa3201ba7447007c

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.