Report Dr Toboggan built from the datasets alone

Yes. Dr Toboggan has 11 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 11

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 Steel Pulse - Handsworth Revolution- live 4/10/81, Steel Pulse - Nayahbinghi Voyage - live 4/10/81, Taj Mahal & The Hula Blues Band - Great Big Boat

AudioSet 11 videos, 11 rows

Steel Pulse - Handsworth Revolution- live 4/10/81

Clip 290s to 300s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument

youtube_video 3qBOSm2Y_KI · row unbalanced_train:3qBOSm2Y_KI:290:300

AudioSetunbalanced_train

Steel Pulse - Nayahbinghi Voyage - live 4/10/81

Clip 160s to 170s · Open clip on YouTube · Labels: Music, Musical instrument, Reggae

youtube_video BYJLhZGtnJ8 · row unbalanced_train:BYJLhZGtnJ8:160:170

AudioSetunbalanced_train

Taj Mahal & The Hula Blues Band - Great Big Boat

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

youtube_video F2gdCpwp4Wg · row unbalanced_train:F2gdCpwp4Wg:30:40

AudioSetunbalanced_train

Old & In The Way - High Lonesome Sound - live 11.4.73

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

youtube_video JJ6jMBvt99E · row unbalanced_train:JJ6jMBvt99E:30:40

AudioSetunbalanced_train

Steel Pulse - Unseen Guest - live 4/10/81

Clip 230s to 240s · Open clip on YouTube · Labels: Music

youtube_video L_UeiWysiuo · row unbalanced_train:L_UeiWysiuo:230:240

AudioSetunbalanced_train

Steel Pulse -Prodigal Son - live 4/10/81

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

youtube_video RJFKCEKliG4 · row unbalanced_train:RJFKCEKliG4:110:120

AudioSetunbalanced_train

Steel Pulse -Macka Splaff- live 4/10/81

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

youtube_video S9cAufuTpYQ · row unbalanced_train:S9cAufuTpYQ:70:80

AudioSetunbalanced_train

Old & In The Way - Lonesome Fiddle Blues - Live 11.4.73

Clip 30s to 40s · Open clip on YouTube · Labels: Blues, Music, Musical instrument, Violin, fiddle

youtube_video T191loyixvw · row unbalanced_train:T191loyixvw:30:40

AudioSetunbalanced_train

Old & In The Way - Pig in a Pen - Live 11.4.73

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

youtube_video YTWy7GxfIuQ · row unbalanced_train:YTWy7GxfIuQ:30:40

AudioSetunbalanced_train

Steel Pulse - Soldiers- live 4/10/81

Clip 60s to 70s · Open clip on YouTube · Labels: Singing, Music, Musical instrument

youtube_video rrIiC42R3Fc · row unbalanced_train:rrIiC42R3Fc:60:70

AudioSetunbalanced_train

Wilson Pickett-Sweet Soul Music Live Feb 10 1969

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

youtube_video wBYftUITg7s · row unbalanced_train:wBYftUITg7s: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/dr-toboggan-yt_UCkcyQSU5k1GjTeGk7sMJ5rw

Provenance

JSON export SHA-256 7c011842005eba908d847abf9844e5bd988e08d841f7be89f02d22a38bbc6d2e

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.