Report Dropout built from the datasets alone

Yes. Dropout has 12 songs and 7 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 7

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 First Scratch - Sex Sounds, Jake and David Try To Impress SI Swimsuit Models 3, The ABCs of Drinking

Used for training 12

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 Natural, Hollywood Horror, Throwback

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

Dropout 8 songs

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

Natural

Listed as Dropout – Natural ( ) · Watch on YouTube

youtube_video -2tbqztb2cs · row -2tbqztb2cs

LAION-DISCO-12M

Hollywood Horror

Listed as Dropout – Hollywood Horror (Hollywood Horror) · Watch on YouTube

youtube_video HMGfxUugJJM · row HMGfxUugJJM

LAION-DISCO-12M

Throwback

Listed as Dropout – Throwback ( ) · Watch on YouTube

youtube_video Qap7Pm3bp4o · row Qap7Pm3bp4o

LAION-DISCO-12M

My Muse

Listed as Dropout – My Muse (My Muse) · Watch on YouTube

youtube_video QnaiHG_7kYU · row QnaiHG_7kYU

LAION-DISCO-12M

Time Of The Season

Listed as Dropout – Time Of The Season ( ) · Watch on YouTube

youtube_video Rk9jH_3ErtQ · row Rk9jH_3ErtQ

LAION-DISCO-12M

Handcrafted

Listed as Dropout – Handcrafted ( ) · Watch on YouTube

youtube_video Yw4wP8u_348 · row Yw4wP8u_348

LAION-DISCO-12M

Intimacy

Listed as Dropout – Intimacy ( ) · Watch on YouTube

youtube_video alX4yy5MX2w · row alX4yy5MX2w

LAION-DISCO-12M

Rock n Roll

Listed as Dropout – Rock n Roll ( ) · Watch on YouTube

youtube_video r8KGHmCZw2k · row r8KGHmCZw2k

LAION-DISCO-12M

Dropout Records 2 songs

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

Put the Brakes on Me

Listed as Michael Minelli, Futuristic, Dropout Records – Put the Brakes on Me (Put the Brakes on Me) · Watch on YouTube

youtube_video 4AXGlSJc0nQ · row 4AXGlSJc0nQ

LAION-DISCO-12M

Cool AF

Listed as Futuristic, JZAC, Dropout Records – Cool AF (Cool AF) · Watch on YouTube

youtube_video SSL2TPHdgRU · row SSL2TPHdgRU

LAION-DISCO-12M

Dropout 1 songs

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

Paycheck

Listed as Dropout, The Ready Set – Paycheck (Paycheck) · Watch on YouTube

youtube_video gDsbpqKHtJQ · row gDsbpqKHtJQ

LAION-DISCO-12M

Dropout 1 songs

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

U n Me

Listed as Dropout, Anna Clendening – U n Me (U n Me) · Watch on YouTube

youtube_video -c0uCgdk470 · row -c0uCgdk470

LAION-DISCO-12M

AudioSet 7 videos, 7 rows

First Scratch - Sex Sounds

Clip 21s to 31s · Open clip on YouTube · Labels: Music, Scratch, Speech

youtube_video E9o3kvSI4FM · row eval:E9o3kvSI4FM:21:31

AudioSeteval

Jake and David Try To Impress SI Swimsuit Models 3

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

youtube_video EhDhIKryTRE · row unbalanced_train:EhDhIKryTRE:0:10

AudioSetunbalanced_train

The ABCs of Drinking

Clip 100s to 110s · Open clip on YouTube · Labels: Music, Speech

youtube_video JbAu9qOzi7g · row unbalanced_train:JbAu9qOzi7g:100:110

AudioSetunbalanced_train

Cute Handheld Bunny Sneeze

Clip 0s to 10s · Open clip on YouTube · Labels: Music, Inside, small room

youtube_video Ra6MQVn5pEs · row unbalanced_train:Ra6MQVn5pEs:0:10

AudioSetunbalanced_train

Spank Bank

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Speech

youtube_video aaVK4Q_sw6w · row unbalanced_train:aaVK4Q_sw6w:10:20

AudioSetunbalanced_train

Hardly Working: Cargo Party

Clip 120s to 130s · Open clip on YouTube · Labels: Music, Speech, Inside, small room

youtube_video eHyWk6CO9S8 · row unbalanced_train:eHyWk6CO9S8:120:130

AudioSetunbalanced_train

We Challenge You Not To Yawn

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

youtube_video nv2wQvn6Wxc · row unbalanced_train:nv2wQvn6Wxc: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

Share this page https://youtrained.com/r/dropout-yt_UCPDXXXJj9nax0fr0Wfc048g

Provenance

JSON export SHA-256 8f24c1b973e3091318618dbd0ae6440c6602d93a455e25306a7180b3bfca76e8

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.