YouTrained

Report OPI built from the datasets alone

Yes. OPI has 9 songs and 6 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 6

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 OPI Releases Vintage Minnie Mouse Collection, Z Spoke by Zac Posen New York Fashion Week SS 2011, Try It On: OPI Liquid Sand

Used for training 9

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Love Hurts, I Need Love, Incidents

Listed under the artist name 9 songs in LAION-DISCO-12M

Opi Music 8 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Love Hurts

Listed as Harman Hundal, opi music – Love Hurts (Love Hurts) · Watch on YouTube

youtube_video CIyh1wOAeTc · row CIyh1wOAeTc

LAION-DISCO-12M

I Need Love

Listed as Harman Hundal, Opi Music – I Need Love (I Need Love) · Watch on YouTube

youtube_video GQgxrCoqssA · row GQgxrCoqssA

LAION-DISCO-12M

Incidents

Listed as Hustinder, Opi Music – Incidents (Seasons) · Watch on YouTube

youtube_video NGm48ZRjANg · row NGm48ZRjANg

LAION-DISCO-12M

Hopes

Listed as Hustinder, Harm Franklin, Opi Music – Hopes (Seasons) · Watch on YouTube

youtube_video O2rKQWvOAmo · row O2rKQWvOAmo

LAION-DISCO-12M

Watching You

Listed as Hustinder, Opi Music – Watching You (Seasons) · Watch on YouTube

youtube_video SMV54eVxUMw · row SMV54eVxUMw

LAION-DISCO-12M

Pind Bolde

Listed as Ekam Sudhar, Gill Raunta, Opi Music – Pind Bolde (Pind Bolde) · Watch on YouTube

youtube_video VwikxznJXWo · row VwikxznJXWo

LAION-DISCO-12M

Koshish (From "Munda Southall Da")

Listed as Prem Dhillon, Arpan Sandhu, Opi Music – Koshish (From "Munda Southall Da") (Koshish (From "Munda Southall Da")) · Watch on YouTube

youtube_video jRLK_ToQGuU · row jRLK_ToQGuU

LAION-DISCO-12M

Still Living

Listed as Hustinder, Opi Music – Still Living (Seasons) · Watch on YouTube

youtube_video vuB-X7FgDpM · row vuB-X7FgDpM

LAION-DISCO-12M

Opi 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Motivos

Listed as Gaviria, Andy Rivera, Opi – Motivos (Motivos) · Watch on YouTube

youtube_video ikdFPbZDX_w · row ikdFPbZDX_w

LAION-DISCO-12M

AudioSet 6 videos, 6 rows

OPI Releases Vintage Minnie Mouse Collection

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

youtube_video 2k4kUgrLFqg · row unbalanced_train:2k4kUgrLFqg:30:40

AudioSetunbalanced_train

Z Spoke by Zac Posen New York Fashion Week SS 2011

Clip 20s to 30s · Open clip on YouTube · Labels: Music

youtube_video D5iHQBx3v7Y · row unbalanced_train:D5iHQBx3v7Y:20:30

AudioSetunbalanced_train

Try It On: OPI Liquid Sand

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

youtube_video OkKuuMgqcw4 · row unbalanced_train:OkKuuMgqcw4:30:40

AudioSetunbalanced_train

OPI Washington DC | Rise & Grind

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

youtube_video QfAULoWsZFg · row unbalanced_train:QfAULoWsZFg:30:40

AudioSetunbalanced_train

OPI x NYFW: Miss Pop on Nail Art

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

youtube_video Xu3sTPnNKuE · row unbalanced_train:Xu3sTPnNKuE:30:40

AudioSetunbalanced_train

Try It On: San Francisco Collection | Reds & Liquid Sands

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

youtube_video e3aN7udKraM · row unbalanced_train:e3aN7udKraM: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 b232d9329fab6b107beabd5324c72648be7af9a0d991c01728626ca38f833abb

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…