Report Ken Caulkins built from the datasets alone

Yes. Ken Caulkins has 9 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 9

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 How to tune a 5 string banjo, Bach Fugue on an Automated Guitar, Mozart-Eine Klein Nact Music

AudioSet 9 videos, 9 rows

How to tune a 5 string banjo

Clip 28s to 38s · Open clip on YouTube · Labels: Music, Electronic tuner

youtube_video dNHBnwhOfHY · row eval:dNHBnwhOfHY:28:38

AudioSeteval

Bach Fugue on an Automated Guitar

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Acoustic guitar, Music, Musical instrument, Strum, Plucked string instrument

youtube_video -abGDv-GMGk · row unbalanced_train:-abGDv-GMGk:30:40

AudioSetunbalanced_train

Mozart-Eine Klein Nact Music

Clip 430s to 440s · Open clip on YouTube · Labels: Organ, Music, Musical instrument, Keyboard (musical), Piano, Classical music

youtube_video ACk9q04dGhg · row unbalanced_train:ACk9q04dGhg:430:440

AudioSetunbalanced_train

Dust In The Wind by Kansas on a 12 String

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

youtube_video B9DttjXo9Cs · row unbalanced_train:B9DttjXo9Cs:30:40

AudioSetunbalanced_train

Stairway To Heaven

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Acoustic guitar, Music, Musical instrument, Plucked string instrument

youtube_video ByM95oRYVOI · row unbalanced_train:ByM95oRYVOI:30:40

AudioSetunbalanced_train

Fizz Water

Clip 180s to 190s · Open clip on YouTube · Labels: Music, Piano

youtube_video DvDA5Jol2as · row unbalanced_train:DvDA5Jol2as:180:190

AudioSetunbalanced_train

Automated Music Factory Interview Summer 2008

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

youtube_video FmCekbp8CTo · row unbalanced_train:FmCekbp8CTo:30:40

AudioSetunbalanced_train

Vibraphone

Clip 20s to 30s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video PougWuK8ut0 · row unbalanced_train:PougWuK8ut0:20:30

AudioSetunbalanced_train

Ragtime Cowboy Joe on a 12 string and Banjo

Clip 70s to 80s · Open clip on YouTube · Labels: Banjo, Guitar, Acoustic guitar, Music, Musical instrument, Plucked string instrument

youtube_video RXRX0FbkwbM · row unbalanced_train:RXRX0FbkwbM:70:80

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/ken-caulkins-yt_UCSiC4rX2fdb5RKKsGQFNN1A

Provenance

JSON export SHA-256 20cbba4eac38712805bc42a17c4cbe5be8dc68f80bc01574897af09e38e35727

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.