YouTrained

Report Mark Robotham built from the datasets alone

Yes. Mark Robotham 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 Andy Bell Popstar to Operstar 12th June 2011 Week 2 HQ, Andy Bell Popstar to Operstar 19th June 2011 Week 3 HQ, Andy Bell Popstar to Operstar 19th June 2011 Week 3 RESULTS SHOW HQ

AudioSet 4 videos, 4 rows

Andy Bell Popstar to Operstar 12th June 2011 Week 2 HQ

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

youtube_video 0nK-t7D4hzc · row unbalanced_train:0nK-t7D4hzc:30:40

AudioSetunbalanced_train

Andy Bell Popstar to Operstar 19th June 2011 Week 3 HQ

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

youtube_video GpbAwfPp03E · row unbalanced_train:GpbAwfPp03E:30:40

AudioSetunbalanced_train

Andy Bell Popstar to Operstar 19th June 2011 Week 3 RESULTS SHOW HQ

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

youtube_video YPR1GsV8jTE · row unbalanced_train:YPR1GsV8jTE:30:40

AudioSetunbalanced_train

Erasure - Friday Night At The Dome

Clip 320s to 330s · Open clip on YouTube · Labels: Music, Inside, small room

youtube_video oQzJeFfXV0k · row unbalanced_train:oQzJeFfXV0k:320:330

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 6fb088bb61a7829b33dea992d2becf174949aafc02d11b7a5f7d2a7610c3e4ed

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…