Report Laura Dean built from the datasets alone

Yes. Laura Dean has 18 songs and 2 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 2

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 Laura Dean Dance & Music / PBS Tympani, Laura Dean Dance & Music/ The Joffrey Ballet-CREATIVE FORCE

Used for training 18

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 Nocturne in B-Flat, Three Compositions for the Piano: I. Swamp Bird, Sonata No. 3 in A Major: I. Allegro

Listed under the artist name 18 songs in LAION-DISCO-12M

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

Nocturne in B-Flat

Listed as Laura Dean – Nocturne in B-Flat (Women With a Past) · Watch on YouTube

youtube_video -xQ56lsK2tY · row -xQ56lsK2tY

LAION-DISCO-12M

Three Compositions for the Piano: I. Swamp Bird

Listed as Laura Dean – Three Compositions for the Piano: I. Swamp Bird (Women With a Past) · Watch on YouTube

youtube_video 0R5qhUIaWek · row 0R5qhUIaWek

LAION-DISCO-12M

Sonata No. 3 in A Major: I. Allegro

Listed as Laura Dean – Sonata No. 3 in A Major: I. Allegro (Women With a Past) · Watch on YouTube

youtube_video 4kqYk5LjnnI · row 4kqYk5LjnnI

LAION-DISCO-12M

American Nocturne

Listed as Laura Dean – American Nocturne (Women With a Past) · Watch on YouTube

youtube_video AKw0piV_r80 · row AKw0piV_r80

LAION-DISCO-12M

Gavota

Listed as Laura Dean – Gavota (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video EsPKXhXN874 · row EsPKXhXN874

LAION-DISCO-12M

La Estrellita

Listed as Laura Dean – La Estrellita (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video I6dwB6EzdTE · row I6dwB6EzdTE

LAION-DISCO-12M

Preludio Sobre Tema De Handel

Listed as Laura Dean – Preludio Sobre Tema De Handel (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video MoNdytVXYa8 · row MoNdytVXYa8

LAION-DISCO-12M

Hermit Thrush, Op. 92: II. A Hermit Thrush At Morn

Listed as Laura Dean – Hermit Thrush, Op. 92: II. A Hermit Thrush At Morn (Women With a Past) · Watch on YouTube

youtube_video NmbLuLiNenc · row NmbLuLiNenc

LAION-DISCO-12M

Three Compositions for the Piano: II. At the Fountain

Listed as Laura Dean – Three Compositions for the Piano: II. At the Fountain (Women With a Past) · Watch on YouTube

youtube_video QUMK9jR1RIA · row QUMK9jR1RIA

LAION-DISCO-12M

Tema Mexicano Variado

Listed as Laura Dean – Tema Mexicano Variado (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video _2RQn11H7UQ · row _2RQn11H7UQ

LAION-DISCO-12M

Arruladora

Listed as Laura Dean – Arruladora (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video cm47rae3yi0 · row cm47rae3yi0

LAION-DISCO-12M

Fuga Sobre Tema De Handel

Listed as Laura Dean – Fuga Sobre Tema De Handel (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video l1vJ6yoqCDM · row l1vJ6yoqCDM

LAION-DISCO-12M

Scherzino Mexicano

Listed as Laura Dean – Scherzino Mexicano (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video oaY1qtARjvU · row oaY1qtARjvU

LAION-DISCO-12M

I Sing the Body Electric

Listed as Laura Dean, Irene Cara, Paul McCrane, Traci Parnell – I Sing the Body Electric (Fame (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video qi1h-Xpr3qY · row qi1h-Xpr3qY

LAION-DISCO-12M

Romanza De Amor

Listed as Laura Dean – Romanza De Amor (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video r2wINLe26jI · row r2wINLe26jI

LAION-DISCO-12M

Malgré Tout, Dance For The Left Hand

Listed as Laura Dean – Malgré Tout, Dance For The Left Hand (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video vt6QLH5K8ts · row vt6QLH5K8ts

LAION-DISCO-12M

Intermezzo #1

Listed as Laura Dean – Intermezzo #1 (Romanza De Amor: Música De Piano De Manuel M. Ponce) · Watch on YouTube

youtube_video wu0Ek8l2OPI · row wu0Ek8l2OPI

LAION-DISCO-12M

Guitare, Op. 32

Listed as Laura Dean – Guitare, Op. 32 (Women With a Past) · Watch on YouTube

youtube_video yVHpRe3J2NM · row yVHpRe3J2NM

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Laura Dean Dance & Music / PBS Tympani

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

youtube_video 2hKV-piAd2E · row unbalanced_train:2hKV-piAd2E:30:40

AudioSetunbalanced_train

Laura Dean Dance & Music/ The Joffrey Ballet-CREATIVE FORCE

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

youtube_video 34oro7J2nuI · row unbalanced_train:34oro7J2nuI: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/laura-dean-yt_UCSkSumpZ-e42YMArPzzb7bg

Provenance

JSON export SHA-256 065dadf0dda2a142c8f46ed565832af4a82fa87dbd1ea55dfd9319f7623cd106

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.