Report SheKnows built from the datasets alone

Yes. SheKnows has 33 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 33

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 Carly Ray Jepsen Releases New Video 'Good Time' - The Buzz, Jay Z Embarrasses Kanye at BET Awards - The Buzz, Justin Bieber and Selena Gomez Reunite to Perform Sexy Dance Routine - The Buzz

AudioSet 33 videos, 33 rows

Carly Ray Jepsen Releases New Video 'Good Time' - The Buzz

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

youtube_video -zhDNCJ46Ls · row balanced_train:-zhDNCJ46Ls:30:40

AudioSetbalanced_train

Jay Z Embarrasses Kanye at BET Awards - The Buzz

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

youtube_video 089M-eCWXCU · row unbalanced_train:089M-eCWXCU:30:40

AudioSetunbalanced_train

Justin Bieber and Selena Gomez Reunite to Perform Sexy Dance Routine - The Buzz

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

youtube_video 2fBo94FdcQE · row unbalanced_train:2fBo94FdcQE:30:40

AudioSetunbalanced_train

Bruce Jenner’s Mother Speaks Openly About His ‘Transition' - The Buzz

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

youtube_video 2j83XGSS6lQ · row unbalanced_train:2j83XGSS6lQ:30:40

AudioSetunbalanced_train

Seattle, Washington's Dog Friendly Rose Garden - City Guide

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

youtube_video 4JNw1ThxjD8 · row unbalanced_train:4JNw1ThxjD8:30:40

AudioSetunbalanced_train

Girl Meets World Casts Main Part - The Buzz

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

youtube_video 5Dy1Xdk4KVA · row unbalanced_train:5Dy1Xdk4KVA:30:40

AudioSetunbalanced_train

The Glee Project: Season 2 Trailer Released! - The Buzz

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

youtube_video 6GKWqfCmEW8 · row unbalanced_train:6GKWqfCmEW8:30:40

AudioSetunbalanced_train

Johnny Depp & Vanessa Paradis Knew It Was Over - The Buzz

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

youtube_video 83Vc5hejrnw · row unbalanced_train:83Vc5hejrnw:30:40

AudioSetunbalanced_train

Beyonce and Jay Z: New On the Run Tour Dates Announced! - The Buzz

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

youtube_video EBVXyU-jK3M · row unbalanced_train:EBVXyU-jK3M:30:40

AudioSetunbalanced_train

Celine Dion Poses Topless for V Magazine - The Buzz

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

youtube_video ENxmb9Kyao8 · row unbalanced_train:ENxmb9Kyao8:30:40

AudioSetunbalanced_train

Gia Giudice Talks Mom Teresa Giudice's Charmed Prison Life - The Buzz

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

youtube_video GPKOCOcZRWU · row unbalanced_train:GPKOCOcZRWU:30:40

AudioSetunbalanced_train

Ashton Kutcher and Mila Kunis Spotted on Private Getaway - The Buzz

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

youtube_video H8SS-5aGRBQ · row unbalanced_train:H8SS-5aGRBQ:30:40

AudioSetunbalanced_train

Honey Boo Boo: Mama June Gets a Marilyn Monroe Makeover - The Buzz

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

youtube_video IGn0bGHGmdY · row unbalanced_train:IGn0bGHGmdY:30:40

AudioSetunbalanced_train

Adele's Ex-Boyfriend Left Her For Another Man! - The Buzz

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

youtube_video JcJiU1IN6Bw · row unbalanced_train:JcJiU1IN6Bw:30:40

AudioSetunbalanced_train

Kendra Wilkinson on Farts, Pregnancy and Her Lack of Intercourse - The Buzz

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

youtube_video L0h75boyn-k · row unbalanced_train:L0h75boyn-k:30:40

AudioSetunbalanced_train

Kris Jenner talks about Kim Kardashian's Sex Tape - The Buzz

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

youtube_video P-L7DTEKRo0 · row unbalanced_train:P-L7DTEKRo0:30:40

AudioSetunbalanced_train

Joan Rivers Thinks that Prince William and Kate's Marriage wont Last - The Buzz

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

youtube_video PV78WY0xQP4 · row unbalanced_train:PV78WY0xQP4:30:40

AudioSetunbalanced_train

Glee Cast Members Mourn the Death of Cory Monteith - The Buzz

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

youtube_video TFR-1lxrF5E · row unbalanced_train:TFR-1lxrF5E:30:40

AudioSetunbalanced_train

O.J. Simpson Adds Alleged Daughter Khloe Kardashian To His Will? - The Buzz

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

youtube_video UYK6MtLojnU · row unbalanced_train:UYK6MtLojnU:30:40

AudioSetunbalanced_train

Seattle Children's Cancer Patients Make Music - The Buzz

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

youtube_video UlOPTSQTsh0 · row unbalanced_train:UlOPTSQTsh0:30:40

AudioSetunbalanced_train

Report: Duggar Parents Forbid Jill Duggar From Helping Pregnant, Unwed Relative - The Buzz

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

youtube_video VdTIlpunmdk · row unbalanced_train:VdTIlpunmdk:30:40

AudioSetunbalanced_train

Did Kylie Jenner Get Plastic Surgery? - The Buzz

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

youtube_video ZyCv-4UV_tY · row unbalanced_train:ZyCv-4UV_tY:30:40

AudioSetunbalanced_train

First Look at Andi Dorfman's Bachelorette Photo - The Buzz

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

youtube_video _taUom70P74 · row unbalanced_train:_taUom70P74:30:40

AudioSetunbalanced_train

Scheana Marie Stands Up to Brandi Glanville Again: "Show some class!" - The Buzz

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

youtube_video d6_jUphaGJ0 · row unbalanced_train:d6_jUphaGJ0:30:40

AudioSetunbalanced_train

Kim and Kanye: Broken Up ALREADY? - The Buzz

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

youtube_video dG9Hn4fiqbE · row unbalanced_train:dG9Hn4fiqbE:30:40

AudioSetunbalanced_train

The Real Reason Karrueche Tran Dumped Chris Brown - The Buzz

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

youtube_video i-FzXkKZmXY · row unbalanced_train:i-FzXkKZmXY:30:40

AudioSetunbalanced_train

Celebrity breakups - The Buzz

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

youtube_video lAQPsKEb82M · row unbalanced_train:lAQPsKEb82M:30:40

AudioSetunbalanced_train

Kate Gosselin and Kids Return for TLC Special - The Buzz

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

youtube_video lR19wYdEROw · row unbalanced_train:lR19wYdEROw:30:40

AudioSetunbalanced_train

Kate Upton's Cat Daddy Dancing Video Goes Viral! - The Buzz

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

youtube_video r9QMR3JXnbk · row unbalanced_train:r9QMR3JXnbk:30:40

AudioSetunbalanced_train

One Direction Booed at VMA's/Lady Gaga Threatens to Leave - The Buzz

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

youtube_video sEXu-41cLvc · row unbalanced_train:sEXu-41cLvc:30:40

AudioSetunbalanced_train

Channing Tatum Stole Dance Moves for Magic Mike - The Buzz

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

youtube_video sVds_fNCB3M · row unbalanced_train:sVds_fNCB3M:30:40

AudioSetunbalanced_train

Ben and Courtney Set the Rumors Straight - The Buzz

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

youtube_video xy0ih7KoVZE · row unbalanced_train:xy0ih7KoVZE:30:40

AudioSetunbalanced_train

Nikki Reed's Fairytale Wedding - The Buzz

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

youtube_video zvvn4Xu4dlc · row unbalanced_train:zvvn4Xu4dlc: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.

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

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Provenance

JSON export SHA-256 864433c6bc9265983a0b9098b661beb33b0989a05911f79a769c4a4e8d2f5bd9

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.