YouTrained

Report Debbie Santos built from the datasets alone

Yes. Debbie Santos has 4 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 4

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 MY TOP 5 FAVORITE LIQUID FOUNDATION -debbieheinzvlogs, Vlog #12 PIG OUT!, STYLEHAUL PARTY -debbieheinzvlogs

AudioSet 4 videos, 4 rows

MY TOP 5 FAVORITE LIQUID FOUNDATION -debbieheinzvlogs

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

youtube_video 1e0sF96M5IM · row unbalanced_train:1e0sF96M5IM:30:40

AudioSetunbalanced_train

Vlog #12 PIG OUT!

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

youtube_video TBrw4z0-WfE · row unbalanced_train:TBrw4z0-WfE:30:40

AudioSetunbalanced_train

STYLEHAUL PARTY -debbieheinzvlogs

Clip 0s to 10s · Open clip on YouTube · Labels: Echo, Music

youtube_video yr_24FX-lNE · row unbalanced_train:yr_24FX-lNE:0:10

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.

Keep a copy

Provenance

JSON export SHA-256 f895a216734363e0eae7f8f04d982cf5a2e599a4c66aeba7528b02f4ceabbba6

Dataset versions indexed
DatasetFileRowsLoadedSHA-256
audiosetbalanced_train_segments.csv8,8362026-09-24T10:30:36+00:003b83e5ff9ed72cfd…
audioseteval_segments.csv7,8482026-09-24T10:30:36+00:00f7055f53935f70e7…
audiosetunbalanced_train_segments.csv1,063,3332026-09-24T10:30:43+00:00bb2dfd5e4f1ced39…
laion_disco_12mtrain-00000-of-00005.parquet2,464,1842026-09-24T12:18:19+00:00f8b1f0034f8f1e94…
laion_disco_12mtrain-00001-of-00005.parquet2,464,1832026-09-24T12:32:29+00:0071d78ad14ee3f85d…
laion_disco_12mtrain-00002-of-00005.parquet2,464,1832026-09-24T12:49:06+00:000feba570a0e8e73c…
laion_disco_12mtrain-00003-of-00005.parquet2,464,1832026-09-24T13:06:37+00:0021a77d99fd85ad2f…
laion_disco_12mtrain-00004-of-00005.parquet2,464,1832026-09-24T13:24:36+00:006ac5f59958b6b813…
musiccapsmusiccaps-public.csv5,5212026-09-24T10:29:42+00:008cc109ac507b5e5a…