Yes. Rags-To-Riches has 67 songs listed in a dataset used to train AI music models.

Used for training 67

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 Running On Empty, Original Rag, On a Day Like Today

Listed under the artist name 67 songs in LAION-DISCO-12M

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

Running On Empty

Listed as Rags to Riches – Running On Empty (Picking Up the Pieces) · Watch on YouTube

youtube_video 2OU3gmTKFXc · row 2OU3gmTKFXc

LAION-DISCO-12M

Original Rag

Listed as Rags-To-Riches – Original Rag (Ragtime Favorites Vol. 2) · Watch on YouTube

youtube_video 6MpKn6iy4Tg · row 6MpKn6iy4Tg

LAION-DISCO-12M

On a Day Like Today

Listed as Rags to Riches – On a Day Like Today (Picking Up the Pieces) · Watch on YouTube

youtube_video BVv189Oxhrc · row BVv189Oxhrc

LAION-DISCO-12M

Guardians of the Light

Listed as Rags to Riches – Guardians of the Light (Picking Up the Pieces) · Watch on YouTube

youtube_video Ly8o_ccqwRg · row Ly8o_ccqwRg

LAION-DISCO-12M

Calling the Shots

Listed as Rags to Riches – Calling the Shots (Picking Up the Pieces) · Watch on YouTube

youtube_video QOh98xUw7BY · row QOh98xUw7BY

LAION-DISCO-12M

Breaking My Heart

Listed as Rags to Riches – Breaking My Heart (Picking Up the Pieces) · Watch on YouTube

youtube_video Qd8e31xwTnU · row Qd8e31xwTnU

LAION-DISCO-12M

Pegasus Rag

Listed as Rags-To-Riches – Pegasus Rag (Ragtime Favorites Vol. 4) · Watch on YouTube

youtube_video XJJowpL4WxE · row XJJowpL4WxE

LAION-DISCO-12M

Lies

Listed as Rags to Riches – Lies (Picking Up the Pieces) · Watch on YouTube

youtube_video XOgssWVpAI0 · row XOgssWVpAI0

LAION-DISCO-12M

Diamond On a Ring

Listed as Rags to Riches – Diamond On a Ring (Picking Up the Pieces) · Watch on YouTube

youtube_video YBukXzWkLy8 · row YBukXzWkLy8

LAION-DISCO-12M

Pineapple

Listed as Rags-To-Riches – Pineapple (Ragtime Favorites Vol. 2) · Watch on YouTube

youtube_video btxIi4Nu8iM · row btxIi4Nu8iM

LAION-DISCO-12M

The Suragette

Listed as Rags-To-Riches – The Suragette (Ragtime Favorites Vol. 4) · Watch on YouTube

youtube_video e8okATEO1BU · row e8okATEO1BU

LAION-DISCO-12M

Until Tomorrow

Listed as Rags to Riches – Until Tomorrow (Picking Up the Pieces) · Watch on YouTube

youtube_video hH9cYp_b8Kc · row hH9cYp_b8Kc

LAION-DISCO-12M

Rags to Riches

Listed as Rags to Riches – Rags to Riches (Picking Up the Pieces) · Watch on YouTube

youtube_video mW9ly4OK7EQ · row mW9ly4OK7EQ

LAION-DISCO-12M

Fire in the Sky

Listed as Rags to Riches – Fire in the Sky (Picking Up the Pieces) · Watch on YouTube

youtube_video tUIFTBjxj6g · row tUIFTBjxj6g

LAION-DISCO-12M

Can`t Keep You Satisfied

Listed as Rags to Riches – Can`t Keep You Satisfied (Picking Up the Pieces) · Watch on YouTube

youtube_video whxQb-R0HOU · row whxQb-R0HOU

LAION-DISCO-12M

Touch of An Angel

Listed as Rags to Riches – Touch of An Angel (Picking Up the Pieces) · Watch on YouTube

youtube_video wosYG-k0img · row wosYG-k0img

LAION-DISCO-12M

Seize the Moment

Listed as Rags to Riches – Seize the Moment (Picking Up the Pieces) · Watch on YouTube

youtube_video zPiWdHApwx8 · row zPiWdHApwx8

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.