Yes. ToneNation has 7 songs listed in a dataset used to train AI music models.

Used for training 7

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 My Heart Beats Like a Drum, Club Bizarre (Club Mix), One In A Million (feat. Joyce Hill)

Listed under the artist name 7 songs in LAION-DISCO-12M

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

My Heart Beats Like a Drum

Listed as MOKABY, TMW, ToneNation – My Heart Beats Like a Drum (My Heart Beats Like a Drum) · Watch on YouTube

youtube_video EaKod8wlH0Q · row EaKod8wlH0Q

LAION-DISCO-12M

Club Bizarre (Club Mix)

Listed as U96, Sunlike Brothers, ToneNation – Club Bizarre (Club Mix) (Club Bizarre (Club Mix)) · Watch on YouTube

youtube_video EgXG7ze1OBY · row EgXG7ze1OBY

LAION-DISCO-12M

One In A Million (feat. Joyce Hill)

Listed as Fabian Farell, ToneNation – One In A Million (feat. Joyce Hill) (One In A Million) · Watch on YouTube

youtube_video FEBObmjmNQM · row FEBObmjmNQM

LAION-DISCO-12M

My Heart Beats Like a Drum (SE3K Remix)

Listed as MOKABY, TMW, ToneNation – My Heart Beats Like a Drum (SE3K Remix) (My Heart Beats Like a Drum (SE3K Remix)) · Watch on YouTube

youtube_video Rx1aX9-Dhok · row Rx1aX9-Dhok

LAION-DISCO-12M

Don't Give Up

Listed as ToneNation, MOKABY – Don't Give Up (Don't Give Up) · Watch on YouTube

youtube_video ZQlPmFzLCtc · row ZQlPmFzLCtc

LAION-DISCO-12M

Club Bizarre

Listed as U96, Sunlike Brothers, ToneNation – Club Bizarre (Club Bizarre) · Watch on YouTube

youtube_video r3GZUyx4ZaM · row r3GZUyx4ZaM

LAION-DISCO-12M

E.T.

Listed as Sunlike Brothers, ToneNation – E.T. (E.T.) · Watch on YouTube

youtube_video wQ8cOZWS8Og · row wQ8cOZWS8Og

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.