Report Jessica Betts built from the datasets alone

Yes. Jessica Betts 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 Jessica Betts singing *Speechless* by Beyoncé acoustic soul #tipjar #mtv #cocoa3coa #itslove

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 Where Are We Now (feat. Dirdy Red), Catch Me, Feels so Good

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.

Where Are We Now (feat. Dirdy Red)

Listed as Jessica Betts – Where Are We Now (feat. Dirdy Red) (#LLCoolJess) · Watch on YouTube

youtube_video 532NN4RYpB0 · row 532NN4RYpB0

LAION-DISCO-12M

Catch Me

Listed as Jessica Betts – Catch Me (Catch Me) · Watch on YouTube

youtube_video 5jIlP7LCgP0 · row 5jIlP7LCgP0

LAION-DISCO-12M

Feels so Good

Listed as Jessica Betts – Feels so Good (#LLCoolJess) · Watch on YouTube

youtube_video B-goOxa7fFs · row B-goOxa7fFs

LAION-DISCO-12M

Holdin On

Listed as Jessica Betts – Holdin On (#LLCoolJess) · Watch on YouTube

youtube_video LClV0siTcXo · row LClV0siTcXo

LAION-DISCO-12M

Take You Back

Listed as Jessica Betts – Take You Back (Take You Back) · Watch on YouTube

youtube_video OTEm0wNdKtM · row OTEm0wNdKtM

LAION-DISCO-12M

Gimme Dat

Listed as Jessica Betts – Gimme Dat (Gimme Dat) · Watch on YouTube

youtube_video PJ6bt_-hb48 · row PJ6bt_-hb48

LAION-DISCO-12M

EarthQuake

Listed as Jessica Betts – EarthQuake (EarthQuake) · Watch on YouTube

youtube_video SaTr-Zbl6Yo · row SaTr-Zbl6Yo

LAION-DISCO-12M

Missin You More

Listed as Jessica Betts – Missin You More (#LLCoolJess) · Watch on YouTube

youtube_video _-hJLoyg2c0 · row _-hJLoyg2c0

LAION-DISCO-12M

Love Is Special

Listed as Jessica Betts – Love Is Special (#LLCoolJess) · Watch on YouTube

youtube_video bbfPskVq6-g · row bbfPskVq6-g

LAION-DISCO-12M

Sleep in the Morning (feat. Temper)

Listed as Jessica Betts – Sleep in the Morning (feat. Temper) (#LLCoolJess) · Watch on YouTube

youtube_video nJSl_XynzNQ · row nJSl_XynzNQ

LAION-DISCO-12M

Animal (She's Crazy)

Listed as Jessica Betts – Animal (She's Crazy) (#LLCoolJess) · Watch on YouTube

youtube_video vJoJ8WbzbF0 · row vJoJ8WbzbF0

LAION-DISCO-12M

I Need Luv

Listed as Jessica Betts – I Need Luv (#LLCoolJess) · Watch on YouTube

youtube_video ySPM4lYUogY · row ySPM4lYUogY

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Jessica Betts singing Speechless by Beyoncé acoustic soul #tipjar #mtv #cocoa3coa #itslove

Clip 0s to 10s · Open clip on YouTube · Labels: Guitar, Music, Musical instrument, Inside, small room

youtube_video 1nlkxDMvPzQ · row unbalanced_train:1nlkxDMvPzQ:0:10

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/jessica-betts-yt_UCwHEiCsC7HY9H9fpc0LBCPA

Provenance

JSON export SHA-256 4b6613556efa33570dc29e03b4c7beaf8f7fa1471e9f64bf620c30f766428c88

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.