YouTrained

Report The Harry J. Epstein Co. built from the datasets alone

Yes. The Harry J. Epstein Co. 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 Marching Cobras - Whoop Dee Doo, Wee Snuff Jazz on Whoop Dee Doo!!, Lullaby by Annie Ellicott

AudioSet 4 videos, 4 rows

Marching Cobras - Whoop Dee Doo

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

youtube_video 36RPHwPSgt8 · row unbalanced_train:36RPHwPSgt8:30:40

AudioSetunbalanced_train

Wee Snuff Jazz on Whoop Dee Doo!!

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

youtube_video 3YYMN1EH9HY · row unbalanced_train:3YYMN1EH9HY:30:40

AudioSetunbalanced_train

Lullaby by Annie Ellicott

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

youtube_video 789iadxvfcY · row unbalanced_train:789iadxvfcY:30:40

AudioSetunbalanced_train

Italian Game Show Pt 2 Whoop Dee Doo

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

youtube_video Bmr488OVhAk · row unbalanced_train:Bmr488OVhAk: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.

Keep a copy

Provenance

JSON export SHA-256 deb10c67719204344670011723665177043d5cf4e1cf309352ed0af7c6567518

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…