Report robertinventor built from the datasets alone

Yes. robertinventor has 10 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 10

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 Harmonic Polyrhythm using time signatures: 3/4 with 3/5 with 2/4 with 7/5 - Bounce Metronome Pro, Breathing space - with Navigating the pacific by stars wind and waves Tune Smithy, Harmonic Metronome PolyRhythms in 4/8 up to 10/8 simultaneously

AudioSet 10 videos, 10 rows

Harmonic Polyrhythm using time signatures: 3/4 with 3/5 with 2/4 with 7/5 - Bounce Metronome Pro

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

youtube_video iA_y5xWN9R8 · row balanced_train:iA_y5xWN9R8:30:40

AudioSetbalanced_train

Breathing space - with Navigating the pacific by stars wind and waves Tune Smithy

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

youtube_video 2sMpv3GzDSY · row unbalanced_train:2sMpv3GzDSY:30:40

AudioSetunbalanced_train

Harmonic Metronome PolyRhythms in 4/8 up to 10/8 simultaneously

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

youtube_video 3Fe2y9DrmlM · row unbalanced_train:3Fe2y9DrmlM:30:40

AudioSetunbalanced_train

Harmonic rhythm cycle metronome 7/8 + 4/3 + 5/6 + 6/7 + 5/9 + 8/9 + 7/9

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

youtube_video 3JLKM68bIiE · row unbalanced_train:3JLKM68bIiE:30:40

AudioSetunbalanced_train

7:3:2 polyrhythm with accelerating tempo - with Bounce Metronome Pro

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

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

AudioSetunbalanced_train

The Sound of a Pendulum Wave - As Bounces with Harmonic Series Pitches - Bounce Metronome Pro

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

youtube_video D53fjsceCh0 · row unbalanced_train:D53fjsceCh0:30:40

AudioSetunbalanced_train

Bouncing ball for a polyrhythm, speeds up until beats are fast enough to sound as frequencies.

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Cacophony

youtube_video OMcgQDvLQyo · row unbalanced_train:OMcgQDvLQyo:20:30

AudioSetunbalanced_train

Harmonic Polyrhythm for time signatures: 4/4 with 4/5 with 4/3 - with Bounce Metronome Pro

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

youtube_video PFSBV13edT0 · row unbalanced_train:PFSBV13edT0:30:40

AudioSetunbalanced_train

Syncopated harmonic polyrhythm 5:3, rhythms shifted by fractional beats

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

youtube_video dlmwYGWFF9w · row unbalanced_train:dlmwYGWFF9w:30:40

AudioSetunbalanced_train

Flamenco Compás Metronome - 12 beat cycle - As ball bouncing inside "Clock"

Clip 7s to 17s · Open clip on YouTube · Labels: Music

youtube_video zJ7YqxHB1yw · row unbalanced_train:zJ7YqxHB1yw:7:17

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/robertinventor-yt_UCoDTNY169IIPUivH0sI9rrw

Provenance

JSON export SHA-256 b893fddf2913e0c4b2498fc983147609f4259e972af594d4f19b957148e32239

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.