Yes. Linda Hart has 11 songs listed in a dataset used to train AI music models.

Used for training 11

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 The Great American TV Show, Flushed Down the Pipes, (Our) Family Tree

Listed under the artist name 11 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

The Great American TV Show

Listed as Linda Hart, Marya Grandy, Leslie Kritzer, Orfeh – The Great American TV Show (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video 34xMaE5724s · row 34xMaE5724s

LAION-DISCO-12M

Flushed Down the Pipes

Listed as Kaitlin Hopkins, Linda Hart, Marya Grandy, Leslie Kritzer – Flushed Down the Pipes (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video 5rw1cMzjW5Y · row 5rw1cMzjW5Y

LAION-DISCO-12M

(Our) Family Tree

Listed as Linda Hart, Nick Wyman, Kerry Butler, Aaron Tveit – (Our) Family Tree (Catch Me If You Can (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video AcvF29Sju-o · row AcvF29Sju-o

LAION-DISCO-12M

Road Kill

Listed as Wayne Wilcox, Linda Hart, Marya Grandy, Leslie Kritzer – Road Kill (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video FBxyODvwhIk · row FBxyODvwhIk

LAION-DISCO-12M

That's Why I Love My Man

Listed as Marya Grandy, Leslie Kritzer, Linda Hart – That's Why I Love My Man (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video Gjlitp0FLXc · row Gjlitp0FLXc

LAION-DISCO-12M

Storm's A-Brewin'

Listed as Linda Hart, Marya Grandy, Leslie Kritzer, Orfeh – Storm's A-Brewin' (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video O6UReVYgn8s · row O6UReVYgn8s

LAION-DISCO-12M

This Side of the Tracks

Listed as Linda Hart, Marya Grandy, Leslie Kritzer, Kaitlin Hopkins – This Side of the Tracks (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video WVNy5q2W_oM · row WVNy5q2W_oM

LAION-DISCO-12M

One Step Closer

Listed as Kaitlin Hopkins, Shuler Hensley, Linda Hart, Marya Grandy – One Step Closer (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video XbbUoV_LOA8 · row XbbUoV_LOA8

LAION-DISCO-12M

(The Legend of) Miss Baltimore Crabs

Listed as Linda Hart, Marissa Jaret Winokur, Kerry Butler, Original Broadway Cast of Hairspray – (The Legend of) Miss Baltimore Crabs (Hairspray (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video f0ZhQ0DVau8 · row f0ZhQ0DVau8

LAION-DISCO-12M

It Doesn't Take a Genius

Listed as Leslie Kritzer, Linda Hart, Marya Grandy, Shuler Hensley – It Doesn't Take a Genius (The Great American Trailer Park Musical (Original Cast Recording)) · Watch on YouTube

youtube_video tvRN8QRaMu4 · row tvRN8QRaMu4

LAION-DISCO-12M

You Can't Stop the Beat (Medley)

Listed as Laura Bell Bundy, Matthew Morrison, Linda Hart, Original Broadway Cast of Hairspray – You Can't Stop the Beat (Medley) (Hairspray (Original Broadway Cast Recording)) · Watch on YouTube

youtube_video vwvfI7jXyOE · row vwvfI7jXyOE

LAION-DISCO-12M

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

Is this you?

Check another name

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. If you are this artist and want this page removed, see removals.