Report HOT 97 built from the datasets alone

Yes. HOT 97 has 7 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 7

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 Notorious B.I.G. - Craig Mack 1994 Interview/Freestyle On Funk Flex, SMOKE DZA freestyle on "The Hot Box", B.o.B discusses reproving himself in HipHop & new single

AudioSet 7 videos, 7 rows

Notorious B.I.G. - Craig Mack 1994 Interview/Freestyle On Funk Flex

Clip 340s to 350s · Open clip on YouTube · Labels: Singing, Scratching (performance technique), Music, Rapping, Hip hop music

youtube_video 85LiPmXSIpc · row unbalanced_train:85LiPmXSIpc:340:350

AudioSetunbalanced_train

SMOKE DZA freestyle on "The Hot Box"

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Hip hop music

youtube_video 8au5pfQ-xOI · row unbalanced_train:8au5pfQ-xOI:110:120

AudioSetunbalanced_train

B.o.B discusses reproving himself in HipHop & new single

Clip 520s to 530s · Open clip on YouTube · Labels: Music, Hip hop music

youtube_video VamekcXk8Hg · row unbalanced_train:VamekcXk8Hg:520:530

AudioSetunbalanced_train

Los Blancos - Episode 5

Clip 180s to 190s · Open clip on YouTube · Labels: Music, Speech, Inside, small room

youtube_video VsdQ2dAUE-Y · row unbalanced_train:VsdQ2dAUE-Y:180:190

AudioSetunbalanced_train

Consequence squashes beef w/ Rosenberg, blames Meek losing on sex w/ Nicki + talks New Music!

Clip 0s to 10s · Open clip on YouTube · Labels: Music

youtube_video b5Q-MCeLQi0 · row unbalanced_train:b5Q-MCeLQi0:0:10

AudioSetunbalanced_train

Hot 97-Stay In School Concert

Clip 400s to 410s · Open clip on YouTube · Labels: Singing, Music, Rapping, Hip hop music

youtube_video hudYqxKtlL4 · row unbalanced_train:hudYqxKtlL4:400:410

AudioSetunbalanced_train

TINK, DETROIT CHE, & ASIA SPARKS ON WHO'S NEXT LIVE

Clip 450s to 460s · Open clip on YouTube · Labels: Singing, Music

youtube_video oxQl9uCz6VI · row unbalanced_train:oxQl9uCz6VI:450:460

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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/hot-97-yt_UC5RwNJQSINkzIazWaM-lM3Q

Provenance

JSON export SHA-256 52616c70b13b46a7b848ea32d6d3bdd1fb78c93f097565369b4291e94f4c48d3

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.