Report Ronald Roybal built from the datasets alone

Yes. Ronald Roybal has 21 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 21

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 Evening Song - Ronald Roybal - Native American Flute Music, Sunrise Song - Native American Flute Music - Ronald Roybal, Fantasia Flamenca - Ronald Roybal - Classical Guitar

AudioSet 21 videos, 21 rows

Evening Song - Ronald Roybal - Native American Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video mBWqKWuqiTE · row balanced_train:mBWqKWuqiTE:30:40

AudioSetbalanced_train

Sunrise Song - Native American Flute Music - Ronald Roybal

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video 3F9Qszr4j1Q · row eval:3F9Qszr4j1Q:30:40

AudioSeteval

Fantasia Flamenca - Ronald Roybal - Classical Guitar

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Acoustic guitar, Music, Musical instrument, Strum, Plucked string instrument

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

AudioSetunbalanced_train

He Who Saves His People - Ronald Roybal - Native American Flute Music

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

youtube_video 5Z_vj6bhkxw · row unbalanced_train:5Z_vj6bhkxw:30:40

AudioSetunbalanced_train

Skyfather's Dream - Ronald Roybal - Native American Flute Music

Clip 210s to 220s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video 7wJ-7XhRSuY · row unbalanced_train:7wJ-7XhRSuY:210:220

AudioSetunbalanced_train

Dream Warrior - Ronald Roybal - Native American Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video ClAMzyO-W_4 · row unbalanced_train:ClAMzyO-W_4:30:40

AudioSetunbalanced_train

Where The Water Cuts Through - Ronald Roybal - Native American Flute Music

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

youtube_video E_-N_UbcnDo · row unbalanced_train:E_-N_UbcnDo:30:40

AudioSetunbalanced_train

Jornada del Muerto - Ronald Roybal - Native American Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video I5oqo-K2x3I · row unbalanced_train:I5oqo-K2x3I:30:40

AudioSetunbalanced_train

Hawk Circle - Ronald Roybal - Native American Flute Music

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

youtube_video OwOcYWLFBCg · row unbalanced_train:OwOcYWLFBCg:30:40

AudioSetunbalanced_train

Catching A Dream - Ronald Roybal - Native American Flute Music

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

youtube_video PqwjkmcHA2g · row unbalanced_train:PqwjkmcHA2g:30:40

AudioSetunbalanced_train

The Buffalo Hunters CD - Native American Flute Music - Ronald Roybal

Clip 130s to 140s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video SUx6gVPbvBM · row unbalanced_train:SUx6gVPbvBM:130:140

AudioSetunbalanced_train

Under A Dakota Sky - Rick Braveheart - Photography - Ronald Roybal - Native Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Folk music, Music, Flute

youtube_video VsMDN2TXY5w · row unbalanced_train:VsMDN2TXY5w:30:40

AudioSetunbalanced_train

Taos Vespers - Ronald Roybal - Native American Flute from Santa Fe, New Mexico

Clip 140s to 150s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video XOSQvlp2PtA · row unbalanced_train:XOSQvlp2PtA:140:150

AudioSetunbalanced_train

Sacred Mountain - Ronald Roybal - Native American Flute Music

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

youtube_video _Q6NvaMsVOk · row unbalanced_train:_Q6NvaMsVOk:30:40

AudioSetunbalanced_train

Rain Song - Ronald Roybal - Native American Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument

youtube_video _kkzB7BA4Ek · row unbalanced_train:_kkzB7BA4Ek:30:40

AudioSetunbalanced_train

Badger Warrior - Ronald Roybal - Native American Flute Music

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

youtube_video a8n3e-M6S0o · row unbalanced_train:a8n3e-M6S0o:30:40

AudioSetunbalanced_train

Skyfather's Dream - Ronald Roybal - Native American Flute Music

Clip 290s to 300s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video dhPR3ZY-pGU · row unbalanced_train:dhPR3ZY-pGU:290:300

AudioSetunbalanced_train

In The Stone Circle - Ronald Roybal - Healing Native American Flute Music

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

youtube_video flWdJFNFZJY · row unbalanced_train:flWdJFNFZJY:30:40

AudioSetunbalanced_train

Eagle Dance Song - Ronald Roybal - Native American Flute Music

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

youtube_video i3qHCCZJxSk · row unbalanced_train:i3qHCCZJxSk:30:40

AudioSetunbalanced_train

Jornada del Muerto - Ronald Roybal - Native American Flute Music

Clip 30s to 40s · Open clip on YouTube · Labels: Wind instrument, woodwind instrument, Flute

youtube_video lRVdwqk9TtE · row unbalanced_train:lRVdwqk9TtE:30:40

AudioSetunbalanced_train

Where The Water Cuts Through - Ronald Roybal - Native American Flute Music

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

youtube_video m0-trter9ak · row unbalanced_train:m0-trter9ak: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/ronald-roybal-yt_UCjtdPL8s3op4ZMrcUWD59Rg

Provenance

JSON export SHA-256 d0bcd62d64910b513b23b68b92e4fee7da354f450e59f3340c68360475fac580

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.