Report Walter Tools built from the datasets alone

Yes. Walter Tools 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 Walter Tools - HRSA turbine blade roughing, Dynamisches Trochoides Fräsen Walter Protomax ST Walter Tools & iMachining/SolidCam, Walter Tools official Imagemovie - english

AudioSet 14 videos, 14 rows

Walter Tools - HRSA turbine blade roughing

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

youtube_video 1CmJqWr7Gec · row unbalanced_train:1CmJqWr7Gec:30:40

AudioSetunbalanced_train

Dynamisches Trochoides Fräsen Walter Protomax ST Walter Tools & iMachining/SolidCam

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

youtube_video 4pzPYzGh4eo · row unbalanced_train:4pzPYzGh4eo:30:40

AudioSetunbalanced_train

Walter Tools official Imagemovie - english

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

youtube_video DxODFRH1FVQ · row unbalanced_train:DxODFRH1FVQ:30:40

AudioSetunbalanced_train

Walter Tools Cryotec - Advanced cooling technology CO2 Cryogenic

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

youtube_video IvDrMQUejA8 · row unbalanced_train:IvDrMQUejA8:30:40

AudioSetunbalanced_train

Precision tools product innovations 2016-1 turning, drilling, threading, milling - Walter Tools

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

youtube_video MxFxMDvnv-4 · row unbalanced_train:MxFxMDvnv-4:30:40

AudioSetunbalanced_train

Compressor onion profile machining - Walter Tools / Starrag AG (metric)

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

youtube_video Np828M0i1Go · row unbalanced_train:Np828M0i1Go:30:40

AudioSetunbalanced_train

Walter Tools - Advanced turbine blade machining (metrisch)

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

youtube_video U8g_7prgCFY · row unbalanced_train:U8g_7prgCFY:30:40

AudioSetunbalanced_train

Walter BLAXX Igel-Fräser M3255 – höchstes Zerspanvolumen bei Titan - Walter Tools

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

youtube_video WC9T0iD-q-Q · row unbalanced_train:WC9T0iD-q-Q:30:40

AudioSetunbalanced_train

Walter BLAXX Heptagon Fräser M3024 – mit neuer Schlichtplatte - Walter Tools

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

youtube_video X4OJOLhGIB8 · row unbalanced_train:X4OJOLhGIB8:30:40

AudioSetunbalanced_train

Walter BLAXX-Heptagon milling cutter M3024 – with a new finishing insert - Walter Tools

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

youtube_video ZE2XaDiBzq8 · row unbalanced_train:ZE2XaDiBzq8:30:40

AudioSetunbalanced_train

Dynamic Trochoidal Milling Walter Protomax ST Walter Tools & iMachining/SolidCam

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

youtube_video h05pUNNScK8 · row unbalanced_train:h05pUNNScK8:30:40

AudioSetunbalanced_train

Walter Tools Fine Boring Walter Precision MEDIUM and Walter Prescision MINI with Walter CAPTO CNC

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

youtube_video hB08O3HnRLM · row unbalanced_train:hB08O3HnRLM:30:40

AudioSetunbalanced_train

Walter Tools Product Innovations Edition 2014-2 Highlights

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

youtube_video kseA875Xb2A · row unbalanced_train:kseA875Xb2A:30:40

AudioSetunbalanced_train

Walter Tools Fine Boring Walter Precision MEDIUM and Walter Prescision MINI with Walter CAPTO

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

youtube_video ltLXR_pmjoc · row unbalanced_train:ltLXR_pmjoc: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/walter-tools-yt_UC91GP5JF1tS2R5JmUuKrkEA

Provenance

JSON export SHA-256 f9f9139c2339c9110c7a83f8aa34293c5d5b063f5c1171e4fa30a735962e173f

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.