Report Overton's built from the datasets alone

Yes. Overton's has 22 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 22

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 Island Hopper 5-Person Towable Banana Boat, A HOOK For Every Fisherman! - HOOK Series by Lowrance, SOL-R Action Great Horned Owl

AudioSet 22 videos, 22 rows

Island Hopper 5-Person Towable Banana Boat

Clip 6s to 16s · Open clip on YouTube · Labels: Music

youtube_video -do2YEFvs1w · row unbalanced_train:-do2YEFvs1w:6:16

AudioSetunbalanced_train

A HOOK For Every Fisherman! - HOOK Series by Lowrance

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

youtube_video 3an-PsXnZeo · row unbalanced_train:3an-PsXnZeo:30:40

AudioSetunbalanced_train

SOL-R Action Great Horned Owl

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

youtube_video 4eNtF7TxQxY · row unbalanced_train:4eNtF7TxQxY:30:40

AudioSetunbalanced_train

Fish With the Power of CHIRP! - Garmin echoMAP CHIRP Series

Clip 50s to 60s · Open clip on YouTube · Labels: Drum and bass, Music

youtube_video 5buM_KSwd58 · row unbalanced_train:5buM_KSwd58:50:60

AudioSetunbalanced_train

Chariot Warbird 2 Towable

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

youtube_video BhkA5We4Z4k · row unbalanced_train:BhkA5We4Z4k:30:40

AudioSetunbalanced_train

Ocean LED Sport Boat

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

youtube_video Ej4spJz6joY · row unbalanced_train:Ej4spJz6joY:30:40

AudioSetunbalanced_train

Liquid Force TAO Wakeskate

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

youtube_video ITZUMbZOMgc · row unbalanced_train:ITZUMbZOMgc:27:37

AudioSetunbalanced_train

KeelGuard - Give your Boat the Edge!

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

youtube_video JLv7AEERZxE · row unbalanced_train:JLv7AEERZxE:21:31

AudioSetunbalanced_train

Liquid Force Wakeboard Helmets

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

youtube_video RruRGqvIIJc · row unbalanced_train:RruRGqvIIJc:30:40

AudioSetunbalanced_train

ElectraFin Motor For SUP/Kayak

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

youtube_video S-7dV15tcZE · row unbalanced_train:S-7dV15tcZE:30:40

AudioSetunbalanced_train

Liquid Force Slab Wakeboard

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

youtube_video TbuQFiVoymU · row unbalanced_train:TbuQFiVoymU:30:40

AudioSetunbalanced_train

Liquid Force Trip Wakeboard

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

youtube_video WBKeVI6mW14 · row unbalanced_train:WBKeVI6mW14:30:40

AudioSetunbalanced_train

Liquid Force Child Fury Life Jacket

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

youtube_video _YdV_LquXn4 · row unbalanced_train:_YdV_LquXn4:30:40

AudioSetunbalanced_train

Retractable Ratchet Tie-Downs

Clip 19s to 29s · Open clip on YouTube · Labels: Music, Speech

youtube_video blC6GyRrHOY · row unbalanced_train:blC6GyRrHOY:19:29

AudioSetunbalanced_train

Liquid Force Doum Skim Wakesurfer

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

youtube_video btcAAS7ip4g · row unbalanced_train:btcAAS7ip4g:30:40

AudioSetunbalanced_train

Liquid Force Flex Comp Neoprene Wakeboard Vest

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

youtube_video cBJ_CZaDtps · row unbalanced_train:cBJ_CZaDtps:30:40

AudioSetunbalanced_train

Liquid Force Chase Sixer Wakesurfer

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

youtube_video f72mBf4UJas · row unbalanced_train:f72mBf4UJas:30:40

AudioSetunbalanced_train

Airhead Hot Dog Towable

Clip 8s to 18s · Open clip on YouTube · Labels: Music

youtube_video i98xQkALokQ · row unbalanced_train:i98xQkALokQ:8:18

AudioSetunbalanced_train

Liquid Force Happy Pill Wakesurfer HD

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

youtube_video iH35HRaxMfM · row unbalanced_train:iH35HRaxMfM:30:40

AudioSetunbalanced_train

Splash Islands | Overton's

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

youtube_video jk_db0vMTC4 · row unbalanced_train:jk_db0vMTC4:30:40

AudioSetunbalanced_train

Liquid Force Trip Wakeboard

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

youtube_video kuKBzOBNlko · row unbalanced_train:kuKBzOBNlko:30:40

AudioSetunbalanced_train

Liquid Force Trip Wakeboard

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

youtube_video lSCb8MXqosk · row unbalanced_train:lSCb8MXqosk: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/overton-s-yt_UCyTY17v57eJCnH-l-wG3lmQ

Provenance

JSON export SHA-256 5eb44fed0e8682b47a6db645d52102b4346c24a24914351986b07bc21c328c0e

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.