YouTrained

Report COPSCAM - Federal Police US built from the datasets alone

Yes. COPSCAM - Federal Police US 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 Macklemore & Ryan Lewis | Sabzi Remix | The Town | Macelmore Music, Macklemore | Ft. XP & Jake One | Crew Cuts (Remix) | Macelmore Music, Macklemore | Love Song | Mackelmore Music

AudioSet 3 videos, 3 rows

Macklemore & Ryan Lewis | Sabzi Remix | The Town | Macelmore Music

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

youtube_video -_GbzHjT5lA · row unbalanced_train:-_GbzHjT5lA:30:40

AudioSetunbalanced_train

Macklemore | Ft. XP & Jake One | Crew Cuts (Remix) | Macelmore Music

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

youtube_video 3l7OSAEZheM · row unbalanced_train:3l7OSAEZheM:30:40

AudioSetunbalanced_train

Macklemore | Love Song | Mackelmore Music

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

youtube_video sUjjreuI9TM · row unbalanced_train:sUjjreuI9TM: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 3599d7eb364475943528b903d70fc438832c4060c2d1fea30a6f992b78140e4a

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…