Report Neponset River built from the datasets alone

Yes. Neponset River 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 Mac Tools Precision Torque hex sockets, Craftsman C3 19.2v Li-ion Max Axess pass-thru Auto Ratchet, Gear Armour side loading ratchet tie down strap

AudioSet 14 videos, 14 rows

Mac Tools Precision Torque hex sockets

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

youtube_video 2unK4kx33zs · row unbalanced_train:2unK4kx33zs:30:40

AudioSetunbalanced_train

Craftsman C3 19.2v Li-ion Max Axess pass-thru Auto Ratchet

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

youtube_video 5c6e-jrwH78 · row unbalanced_train:5c6e-jrwH78:30:40

AudioSetunbalanced_train

Gear Armour side loading ratchet tie down strap

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

youtube_video 8wGHqXZzoxo · row unbalanced_train:8wGHqXZzoxo:30:40

AudioSetunbalanced_train

Mac Tools 123 pc Mac Grip ratcheting screwdriver bit set SBDR123S

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

youtube_video FnG-IT8ZNi4 · row unbalanced_train:FnG-IT8ZNi4:30:40

AudioSetunbalanced_train

Nako Tools extendable flex ratchet w/ locking ratchet mechanism

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

youtube_video I2s8h-eQ7xo · row unbalanced_train:I2s8h-eQ7xo:30:40

AudioSetunbalanced_train

Laser Tools Torx screw extractor sets 5964 and 6080

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

youtube_video J-OmLVdCELI · row unbalanced_train:J-OmLVdCELI:30:40

AudioSetunbalanced_train

Skil 7.0A updated flooring saw 3601-02

Clip 80s to 90s · Open clip on YouTube · Labels: Music, Speech

youtube_video PV9DlvH0SYs · row unbalanced_train:PV9DlvH0SYs:80:90

AudioSetunbalanced_train

Mac Tools utility cart MB188UC - Made in USA

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

youtube_video QCE1fkhx-tI · row unbalanced_train:QCE1fkhx-tI:30:40

AudioSetunbalanced_train

Mac Tools 1" impact wrench family

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

youtube_video TXlvVSBmdy0 · row unbalanced_train:TXlvVSBmdy0:30:40

AudioSetunbalanced_train

SK Tools X-Frame innovative 6-pawl ratcheting wrench - Made in USA

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

youtube_video _7VO0mO_Nsg · row unbalanced_train:_7VO0mO_Nsg:30:40

AudioSetunbalanced_train

Kobalt Direct Drive gearless ratchet

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

youtube_video _lv2BY-hJ0s · row unbalanced_train:_lv2BY-hJ0s:30:40

AudioSetunbalanced_train

Beta Tools combination wrench manufacturing process [English]

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

youtube_video azDUFQ-e0EM · row unbalanced_train:azDUFQ-e0EM:30:40

AudioSetunbalanced_train

Husky universal pass-through ratchet set at Home Depot

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

youtube_video j9zqyg1fPsQ · row unbalanced_train:j9zqyg1fPsQ:0:10

AudioSetunbalanced_train

Snap-on Dual 80 dual pawl 80-tooth ratchets - Made in USA

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

youtube_video kcBml0h6t1g · row unbalanced_train:kcBml0h6t1g: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/neponset-river-yt_UC2v8w985I6DKK7jKyYCb8ug

Provenance

JSON export SHA-256 6a4a6dd14e5fc2d4b6e340cdeed79dddd6d2c0a5410b925fa13751cf4a0a8432

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.