Report Fat Tony built from the datasets alone

Yes. Fat Tony has 22 songs and 8 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 8

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 Beatbox tutorial - Electro scratch, Beatbox With Me - Advanced beat 1 with inward rimshot (inward K snare), Fat Tony, LuckeyMonkey, Arjun, and ChoiceBeats - Final Jam

Used for training 22

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 Cardi, Hot Sauce, Full Circle

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 Beatbox With Me - Advanced beat 1 with inward rimshot (inward K snare)

Listed under the artist name 22 songs in LAION-DISCO-12M

Fat Tony 14 songs

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

Cardi

Listed as Fat Tony, J.KELR – Cardi (Full Circle) · Watch on YouTube

youtube_video 2B6nSg7E1NM · row 2B6nSg7E1NM

LAION-DISCO-12M

Hot Sauce

Listed as Droop-E, Fat Tony, Jabee – Hot Sauce (Hot Sauce) · Watch on YouTube

youtube_video 7uzQnJz8g_s · row 7uzQnJz8g_s

LAION-DISCO-12M

Full Circle

Listed as Fat Tony, J.KELR – Full Circle (Full Circle) · Watch on YouTube

youtube_video 8JuJ0jvI100 · row 8JuJ0jvI100

LAION-DISCO-12M

Ain't For Me (Twin Shadow Remix)

Listed as Fat Tony, Twin Shadow – Ain't For Me (Twin Shadow Remix) (Ain't For Me) · Watch on YouTube

youtube_video DgASdXiB_9k · row DgASdXiB_9k

LAION-DISCO-12M

Sushi

Listed as Asher Roth, Fat Tony – Sushi (Sushi) · Watch on YouTube

youtube_video GnTaeJqEhbc · row GnTaeJqEhbc

LAION-DISCO-12M

WATER

Listed as Cadence Weapon, Fat Tony – WATER (Parallel World) · Watch on YouTube

youtube_video P8PJJEry3xw · row P8PJJEry3xw

LAION-DISCO-12M

Cool Whip

Listed as Fat Tony, J.KELR – Cool Whip (Full Circle) · Watch on YouTube

youtube_video W0WRFkNT7X0 · row W0WRFkNT7X0

LAION-DISCO-12M

BEEN DOWN

Listed as Brady Watt, Drü Oliver, Fat Tony – BEEN DOWN (BEEN DOWN) · Watch on YouTube

youtube_video WZQBrOH18AE · row WZQBrOH18AE

LAION-DISCO-12M

Midnight in the Club

Listed as Fat Tony, Suga Free, K-Quick, Ralph Myerz – Midnight in the Club (So Real Vol. 1: The Introduction) · Watch on YouTube

youtube_video hiy3XbXoPJY · row hiy3XbXoPJY

LAION-DISCO-12M

Fettuccine (feat. Price)

Listed as Dot Da Genius, Tunji Ige, Fat Tony – Fettuccine (feat. Price) (Fettuccine) · Watch on YouTube

youtube_video itD_pd_thfs · row itD_pd_thfs

LAION-DISCO-12M

Robot Pantera

Listed as Maria Daniela y Su Sonido Lasser, Fat Tony – Robot Pantera (Robot Pantera) · Watch on YouTube

youtube_video rQbuDFV4HwM · row rQbuDFV4HwM

LAION-DISCO-12M

Two For One (feat. Beau Young Prince)

Listed as Fat Tony, Beau Young Prince – Two For One (feat. Beau Young Prince) (Two For One (feat. Beau Young Prince)) · Watch on YouTube

youtube_video sDU0R43Qc0o · row sDU0R43Qc0o

LAION-DISCO-12M

Omaha

Listed as Fat Tony, Taydex, Clarence James – Omaha (Omaha) · Watch on YouTube

youtube_video uI6fkbg1EtQ · row uI6fkbg1EtQ

LAION-DISCO-12M

I Like

Listed as Fat Tony, Yung Skrrt – I Like (I Like) · Watch on YouTube

youtube_video ygBuY1U5G9Q · row ygBuY1U5G9Q

LAION-DISCO-12M

FÄT TONY 7 songs

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

Crying At The Discotheque (LIZOT HYPERTECHNO MIX) (feat. Tally)

Listed as LIZOT, FÄT TONY, Dance Therapy – Crying At The Discotheque (LIZOT HYPERTECHNO MIX) (feat. Tally) (Crying At The Discotheque (LIZOT HYPERTECHNO MIX)) · Watch on YouTube

youtube_video 5E1ONsbTtaY · row 5E1ONsbTtaY

LAION-DISCO-12M

Crying At The Discotheque (feat. Tally)

Listed as LIZOT, FÄT TONY, Dance Therapy – Crying At The Discotheque (feat. Tally) (Crying At The Discotheque) · Watch on YouTube

youtube_video BeZTsnWO6gs · row BeZTsnWO6gs

LAION-DISCO-12M

Gimme Gimme Gimme

Listed as FÄT TONY, MEDUN – Gimme Gimme Gimme (Festival Sounds 2024) · Watch on YouTube

youtube_video E-g3n8UqH1s · row E-g3n8UqH1s

LAION-DISCO-12M

Fucked Up

Listed as LIZOT, FÄT TONY, Ava Silver – Fucked Up (Fucked Up) · Watch on YouTube

youtube_video IyO15jxdMzI · row IyO15jxdMzI

LAION-DISCO-12M

Supernova

Listed as FÄT TONY, Hanno, ZHIKO – Supernova (Supernova) · Watch on YouTube

youtube_video VAkjNglUitc · row VAkjNglUitc

LAION-DISCO-12M

Gimme Gimme Gimme

Listed as FÄT TONY, MEDUN – Gimme Gimme Gimme (Gimme Gimme Gimme) · Watch on YouTube

youtube_video kY3sZKNEFGM · row kY3sZKNEFGM

LAION-DISCO-12M

abcdefu (feat. Tiffany Aris)

Listed as FÄT TONY, MEDUN – abcdefu (feat. Tiffany Aris) (abcdefu) · Watch on YouTube

youtube_video vnEZ8UFT2xE · row vnEZ8UFT2xE

LAION-DISCO-12M

Fat Tony 1 songs

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

Free Rosca

Listed as Fat Tony, Corleone – Free Rosca (Free Rosca) · Watch on YouTube

youtube_video NhEWdxGHQ8E · row NhEWdxGHQ8E

LAION-DISCO-12M

AudioSet 8 videos, 8 rows

Beatbox tutorial - Electro scratch

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

youtube_video CiPzXJjPU0c · row balanced_train:CiPzXJjPU0c:30:40

AudioSetbalanced_train

Beatbox With Me - Advanced beat 1 with inward rimshot (inward K snare)

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

youtube_video Vbcy6KBJsAA · row eval:Vbcy6KBJsAA:20:30

AudioSeteval

Fat Tony, LuckeyMonkey, Arjun, and ChoiceBeats - Final Jam

Clip 120s to 130s · Open clip on YouTube · Labels: Beatboxing, Music, Inside, large room or hall

youtube_video 05UIma2gndw · row unbalanced_train:05UIma2gndw:120:130

AudioSetunbalanced_train

Beatbox tutorial - Easier bongo

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

youtube_video HxwF18vX-Fs · row unbalanced_train:HxwF18vX-Fs:30:40

AudioSetunbalanced_train

Beatbox With Me - Simple beat 2 with inward rimshot (inward K snare)

Clip 29s to 39s · Open clip on YouTube · Labels: Percussion

youtube_video OPQt-_Oycow · row unbalanced_train:OPQt-_Oycow:29:39

AudioSetunbalanced_train

Beatbox tutorial - Fast hi-hats

Clip 110s to 120s · Open clip on YouTube · Labels: Beatboxing, Speech

youtube_video Ymeo_KoO8Y4 · row unbalanced_train:Ymeo_KoO8Y4:110:120

AudioSetunbalanced_train

Beatbox With Me - Simple beat 1 with inward rimshot (inward K snare)

Clip 27s to 37s · Open clip on YouTube · Labels: Music

youtube_video Yu-j8fM7a1I · row unbalanced_train:Yu-j8fM7a1I:27:37

AudioSetunbalanced_train

Beatbox With Me - Simple beat 3 with inward rimshot (inward K snare)

Clip 28s to 38s · Open clip on YouTube · Labels: Percussion

youtube_video aVaPl0Hmj4M · row unbalanced_train:aVaPl0Hmj4M:28:38

AudioSetunbalanced_train

MusicCaps 1 videos, 1 rows

Beatbox With Me - Advanced beat 1 with inward rimshot (inward K snare)

“The low quality recording features hip hop beatboxing. The recording is noisy and in mono, as it was probably recorded with a phone.”

Clip 20s to 30s · Open clip on YouTube

youtube_video Vbcy6KBJsAA · row Vbcy6KBJsAA: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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/fat-tony-yt_UCB99YK5RFy9YcBz2Ku5N6vw

Provenance

JSON export SHA-256 268ed67e016115029a268f4ed334055e8fe5a8924d0d54937636d2a9c528347f

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.