Report Brooke Hyland built from the datasets alone

Yes. Brooke Hyland has 12 songs and 1 video 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 1

video 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 Paige, Brooke, Maddie and Chloe Singing Shhhh Nia's Sleeping

Used for training 12

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 Let's Stop Pretending, Without You, Summer Love (Remix)

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

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

Let's Stop Pretending

Listed as Brooke Hyland – Let's Stop Pretending (Brooke Hyland) · Watch on YouTube

youtube_video 21pRexI1-hY · row 21pRexI1-hY

LAION-DISCO-12M

Without You

Listed as Brooke Hyland – Without You (Brooke Hyland) · Watch on YouTube

youtube_video EGY91pv2G60 · row EGY91pv2G60

LAION-DISCO-12M

Summer Love (Remix)

Listed as Brooke Hyland – Summer Love (Remix) (Brooke Hyland) · Watch on YouTube

youtube_video ETM2uVfHa5s · row ETM2uVfHa5s

LAION-DISCO-12M

You Can't Hurt Me

Listed as Brooke Hyland – You Can't Hurt Me (Brooke Hyland) · Watch on YouTube

youtube_video GQmfz7D_rC0 · row GQmfz7D_rC0

LAION-DISCO-12M

Summer Love Song ( Featured Music In Dance Moms)

Listed as Brooke Hyland – Summer Love Song ( Featured Music In Dance Moms) (Summer Love Song (Featured Music on Dance Moms)) · Watch on YouTube

youtube_video JHG3oVju2vk · row JHG3oVju2vk

LAION-DISCO-12M

You're the Only One

Listed as Brooke Hyland – You're the Only One (Brooke Hyland) · Watch on YouTube

youtube_video Qw8snjDii3c · row Qw8snjDii3c

LAION-DISCO-12M

Summer Love Song

Listed as Brooke Hyland – Summer Love Song (Summer Love Song (Featured Music On Dance Moms)) · Watch on YouTube

youtube_video RQAN-cbaVuk · row RQAN-cbaVuk

LAION-DISCO-12M

I'm Over You

Listed as Brooke Hyland – I'm Over You (Brooke Hyland) · Watch on YouTube

youtube_video dkwBj1RKfKY · row dkwBj1RKfKY

LAION-DISCO-12M

I Hurt

Listed as Brooke Hyland – I Hurt (Brooke Hyland) · Watch on YouTube

youtube_video lKLWEBMjmIM · row lKLWEBMjmIM

LAION-DISCO-12M

Wonder

Listed as Brooke Hyland – Wonder (Brooke Hyland) · Watch on YouTube

youtube_video mIJa_FfV_Dk · row mIJa_FfV_Dk

LAION-DISCO-12M

Mean to Me

Listed as Brooke Hyland – Mean to Me (Brooke Hyland) · Watch on YouTube

youtube_video tMCUUVZRCx8 · row tMCUUVZRCx8

LAION-DISCO-12M

What About Love (feat. Have2Have)

Listed as Brooke Hyland – What About Love (feat. Have2Have) (Brooke Hyland) · Watch on YouTube

youtube_video wjgrd8NVypU · row wjgrd8NVypU

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Paige, Brooke, Maddie and Chloe Singing Shhhh Nia's Sleeping

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

youtube_video -TQx1jS8cUw · row unbalanced_train:-TQx1jS8cUw: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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/brooke-hyland-yt_UCfIJYygf1PFpGzErHgIXq8A

Provenance

JSON export SHA-256 3bd73018a00c5c2e9032be0752d6086f18369d76b971c077d8d36fc0244bb4e7

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.