Report Arumba built from the datasets alone

Yes. Arumba has 8 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 8

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 EUIV Sweden is Overpowered 49, EUIV Better Than Napoleon 21, Europa Universalis IV Art of War Multiplayer 35

Used for testing 1

video in MusicCaps

A set of 5,521 ten-second music clips from YouTube, each with a written description, that Google published in 2023. It is the standard test set for text-to-music models.

Including EUIV Sweden is Overpowered 49

AudioSet 8 videos, 8 rows

EUIV Sweden is Overpowered 49

Clip 60s to 70s · Open clip on YouTube · Labels: Brass instrument, French horn

youtube_video ryEXhKy1QUI · row balanced_train:ryEXhKy1QUI:60:70

AudioSetbalanced_train

EUIV Better Than Napoleon 21

Clip 430s to 440s · Open clip on YouTube · Labels: Music, Speech

youtube_video 03DLVusXzbM · row unbalanced_train:03DLVusXzbM:430:440

AudioSetunbalanced_train

Europa Universalis IV Art of War Multiplayer 35

Clip 30s to 35s · Open clip on YouTube · Labels: Music, Speech

youtube_video 52qh-V3Oi5s · row unbalanced_train:52qh-V3Oi5s:30:35

AudioSetunbalanced_train

Let's Play Banished! 9

Clip 550s to 560s · Open clip on YouTube · Labels: Harpsichord

youtube_video OUH9E4lK-Vw · row unbalanced_train:OUH9E4lK-Vw:550:560

AudioSetunbalanced_train

Endless Legend Let's Play 22

Clip 380s to 390s · Open clip on YouTube · Labels: Music, Speech, Roaring cats (lions, tigers)

youtube_video VwIik-sJilU · row unbalanced_train:VwIik-sJilU:380:390

AudioSetunbalanced_train

Europa Universalis IV Tradey McTrade 11

Clip 550s to 560s · Open clip on YouTube · Labels: Music, Speech

youtube_video dPRsHTew0qw · row unbalanced_train:dPRsHTew0qw:550:560

AudioSetunbalanced_train

CK2 The Cantabrian Crusades 13

Clip 400s to 410s · Open clip on YouTube · Labels: Music, Speech

youtube_video ilLzYRQTBYQ · row unbalanced_train:ilLzYRQTBYQ:400:410

AudioSetunbalanced_train

Europa Universalis IV Let's Play Common Sense as England 61

Clip 300s to 310s · Open clip on YouTube · Labels: Music, Speech

youtube_video s0cNJ_WM3QM · row unbalanced_train:s0cNJ_WM3QM:300:310

AudioSetunbalanced_train

MusicCaps 1 videos, 1 rows

EUIV Sweden is Overpowered 49

“Male voice over with a solo oboe melody in the background.”

Clip 60s to 70s · Open clip on YouTube

youtube_video ryEXhKy1QUI · row ryEXhKy1QUI:60:70

MusicCaps

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/arumba-yt_UCISPcad-6svNxgViVr_syvA

Provenance

JSON export SHA-256 6715a990d13886789c2da90a2f809dfa43fd227a03dbbd5835a2f8b3520cefa3

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.