YouTrained

Report Dr. Sanusi Umar MD built from the datasets alone

Yes. Dr. Sanusi Umar MD has 3 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 3

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 FUE hair restoration cost reduction: Buzz cut after FUE hair transplant using low graft count, bumps back of neck, razor bumps back of head, Acne Keloidalis Nuchae removal changes patient's life, Los Angeles FUE Hair transplant : Buzz cut after body hair transplant and strip scar repair.

AudioSet 3 videos, 3 rows

FUE hair restoration cost reduction: Buzz cut after FUE hair transplant using low graft count

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

youtube_video 6D46tzKlp6c · row unbalanced_train:6D46tzKlp6c:30:40

AudioSetunbalanced_train

bumps back of neck, razor bumps back of head, Acne Keloidalis Nuchae removal changes patient's life

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

youtube_video B7tyAeHQjIU · row unbalanced_train:B7tyAeHQjIU:30:40

AudioSetunbalanced_train

Los Angeles FUE Hair transplant : Buzz cut after body hair transplant and strip scar repair.

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

youtube_video bhdMrx9oDfo · row unbalanced_train:bhdMrx9oDfo: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 d8d9b8a2a821a171197e6c2f7b0915054e2ca94a3d5c64c5e7535fadaad3d2ea

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…