Report scienceforce built from the datasets alone

Yes. scienceforce has 19 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 19

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 Ult Sound DS-4 Toyo Gakki drum synthesizer demo2, RSF Kobol system, smart techno sequence1, ULT-SOUND DS-4 CUSTOM TOYO GAKKI DRUM SYNTHESIZER.avi

AudioSet 19 videos, 19 rows

Ult Sound DS-4 Toyo Gakki drum synthesizer demo2

Clip 30s to 40s · Open clip on YouTube · Labels: Sampler, Music, Sound effect

youtube_video 7j9ZNV9T_9M · row unbalanced_train:7j9ZNV9T_9M:30:40

AudioSetunbalanced_train

RSF Kobol system, smart techno sequence1

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Techno

youtube_video FsfP4khUb1w · row unbalanced_train:FsfP4khUb1w:30:40

AudioSetunbalanced_train

ULT-SOUND DS-4 CUSTOM TOYO GAKKI DRUM SYNTHESIZER.avi

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

youtube_video GIlZ3w7BMqA · row unbalanced_train:GIlZ3w7BMqA:30:40

AudioSetunbalanced_train

DIGISOUND 80 analog modular synthesizer

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

youtube_video IcXKu_VDUto · row unbalanced_train:IcXKu_VDUto:30:40

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer (video 5)

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

youtube_video KSpqUFALR70 · row unbalanced_train:KSpqUFALR70:30:40

AudioSetunbalanced_train

Macbeth modular synthesizer prototype

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

youtube_video P_Tr82fXp54 · row unbalanced_train:P_Tr82fXp54:30:40

AudioSetunbalanced_train

Synton 3000 vintage analog modular synthesizer (touchpad test1)

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

youtube_video Pl9q-nFc89U · row unbalanced_train:Pl9q-nFc89U:30:40

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer

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

youtube_video ZBIuvEAOwZQ · row unbalanced_train:ZBIuvEAOwZQ:30:40

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer (3rd part)

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

youtube_video ag4m62MMUio · row unbalanced_train:ag4m62MMUio:30:40

AudioSetunbalanced_train

Maplin 5600s analog vintage synthesizer flagship (transients test1)

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

youtube_video bIh-8JGjF70 · row unbalanced_train:bIh-8JGjF70:30:40

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer (video 4)

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

youtube_video gVaLxcS50pE · row unbalanced_train:gVaLxcS50pE:30:40

AudioSetunbalanced_train

The Maplin 5600S analog vintage synthesizer flagship (Video 2)

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

youtube_video jIgsWzXyCmo · row unbalanced_train:jIgsWzXyCmo:30:40

AudioSetunbalanced_train

Synton 3000 modular synthesizer

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

youtube_video mcl2rcrjjeo · row unbalanced_train:mcl2rcrjjeo:30:40

AudioSetunbalanced_train

Maplin 5600 analog vintage synthesizer (Phaser & Filters patch demo)

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

youtube_video ntLxY0hN_x8 · row unbalanced_train:ntLxY0hN_x8:30:40

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer (2nd part)

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

youtube_video s5IaCqub6cI · row unbalanced_train:s5IaCqub6cI:30:40

AudioSetunbalanced_train

ETI 4600 international synthesizer

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

youtube_video uzxevHjsM9s · row unbalanced_train:uzxevHjsM9s:60:70

AudioSetunbalanced_train

Macbeth modular synthesizer prototype (Video 3)

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

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

AudioSetunbalanced_train

Starkey Hearing Science modular synthesizer (video 6)

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

youtube_video yZZ25VldcxA · row unbalanced_train:yZZ25VldcxA:30:40

AudioSetunbalanced_train

The Maplin 5600S analog vintage synthesizer flagship (Video 1)

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

youtube_video zRnSsvXofbk · row unbalanced_train:zRnSsvXofbk: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/scienceforce-yt_UC_YcIPp0yswfRxnLuymxfFQ

Provenance

JSON export SHA-256 838c4de4d98eba88a6892977e4646057613655f2729fcd38a970ee3bca7c6603

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.