Report James Duffin built from the datasets alone

Yes. James Duffin has 14 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 14

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 GML 20 Professional Radio Radios Bosch power tools for professionals, GLL 3-80 P Professional Line laser Line Lasers Bosch power tools for professionals.flv, GMS 120 Professional Detectors Bosch power tools for professionals.flv

AudioSet 14 videos, 14 rows

GML 20 Professional Radio Radios Bosch power tools for professionals

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

youtube_video 0kIgB2hsx3s · row unbalanced_train:0kIgB2hsx3s:30:40

AudioSetunbalanced_train

GLL 3-80 P Professional Line laser Line Lasers Bosch power tools for professionals.flv

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

youtube_video FokFJWchV9g · row unbalanced_train:FokFJWchV9g:30:40

AudioSetunbalanced_train

GMS 120 Professional Detectors Bosch power tools for professionals.flv

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

youtube_video QqFIhZNy5rM · row unbalanced_train:QqFIhZNy5rM:30:40

AudioSetunbalanced_train

GSA 10,8 V LI Professional Cordless Sabre Saw Cordless Sabre Saws Bosch power tools for professionals

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

youtube_video U21bYmUVQtE · row unbalanced_train:U21bYmUVQtE:30:40

AudioSetunbalanced_train

GML 50 Professional Radio charger Radios Bosch power tools for professionals

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

youtube_video UjTXQZE1LjM · row unbalanced_train:UjTXQZE1LjM:30:40

AudioSetunbalanced_train

Power Tool Innovators - M12 Cordless PVC Shear - Milwaukee Power Tools ToolTV - YouTube.flv

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

youtube_video Uy-BjuqlNfs · row unbalanced_train:Uy-BjuqlNfs:30:40

AudioSetunbalanced_train

GCM 10 J Professional Mitre saw Benchtop Tools Bosch power tools for professionals.flv

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

youtube_video VIOBNBspuxY · row unbalanced_train:VIOBNBspuxY:30:40

AudioSetunbalanced_train

GST 18 V-LI Professional Cordless jigsaw Cordless Jigsaws Bosch power tools for professionals.flv

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

youtube_video WSmDbHa2Bak · row unbalanced_train:WSmDbHa2Bak:30:40

AudioSetunbalanced_train

GTM 12 Professional Combination saw Benchtop Tools Bosch power tools for professionals

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

youtube_video _Dc-vY0Dh_E · row unbalanced_train:_Dc-vY0Dh_E:30:40

AudioSetunbalanced_train

GSR 10 8 2 LI Professional Cordless drill driver Cordless Drill Drivers Bosch power tools for professionals

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

youtube_video bLf2m-YZO7o · row unbalanced_train:bLf2m-YZO7o:30:40

AudioSetunbalanced_train

GBH 18 V LI Professional Cordless rotary hammer Cordless Rotary Hammers Bosch power tools for professionals2

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

youtube_video cz3xsCZ-bio · row unbalanced_train:cz3xsCZ-bio:30:40

AudioSetunbalanced_train

GOS 10,8 V LI Professional Cordless Inspection Camera Cordless Inspection Camera Bosch power tools for professionals

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

youtube_video fDZB5HBDIQE · row unbalanced_train:fDZB5HBDIQE:30:40

AudioSetunbalanced_train

GSH 27 VC Professional Breaker Breakers Bosch power tools for professionals

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

youtube_video fnPdlcIOi-M · row unbalanced_train:fnPdlcIOi-M:30:40

AudioSetunbalanced_train

GOP 10 8 V LI Professional Cordless Multi Cutter Cordless Multi Cutter Bosch power tools for professionals

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

youtube_video hgue41v1IcM · row unbalanced_train:hgue41v1IcM: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/james-duffin-yt_UCIPC1Aus6-7T6sVwOajnF9A

Provenance

JSON export SHA-256 3d274bd9cfd14544fbeddc39bfb9a4376a0f4fc261d2ce61fbd5f7378f95a3af

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.