Yes. FFM has 18 songs listed in a dataset used to train AI music models.

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 In the House In a Heartbeat, Let's Get It, I'm Just (feat. Armanni Reign)

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

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

In the House In a Heartbeat

Listed as Metro Exodus, FFM – In the House In a Heartbeat (In the House In a Heartbeat) · Watch on YouTube

youtube_video 0oyYNlQQEw0 · row 0oyYNlQQEw0

LAION-DISCO-12M

Let's Get It

Listed as FFM, Artizan – Let's Get It (SELF MADE (Music from Saints Row)) · Watch on YouTube

youtube_video 3IKqINAtsMo · row 3IKqINAtsMo

LAION-DISCO-12M

I'm Just (feat. Armanni Reign)

Listed as Artizan, FFM – I'm Just (feat. Armanni Reign) (For The Cause) · Watch on YouTube

youtube_video 3TNo4--7idc · row 3TNo4--7idc

LAION-DISCO-12M

Believe In Me (Instrumental)

Listed as Artizan, FFM – Believe In Me (Instrumental) (For The Cause) · Watch on YouTube

youtube_video 8THLFCKZAkQ · row 8THLFCKZAkQ

LAION-DISCO-12M

Projects

Listed as Artizan, FFM – Projects (Bring the Thunder) · Watch on YouTube

youtube_video DbmN89r5Sr8 · row DbmN89r5Sr8

LAION-DISCO-12M

Universal

Listed as Artizan, FFM – Universal (Bring the Thunder) · Watch on YouTube

youtube_video FSZ9YVdDq1M · row FSZ9YVdDq1M

LAION-DISCO-12M

Mariachi (feat. Armanni Reign)

Listed as Artizan, FFM – Mariachi (feat. Armanni Reign) (I'm Just) · Watch on YouTube

youtube_video Oleo6r83H_o · row Oleo6r83H_o

LAION-DISCO-12M

Legendary (feat. Armanni Reign)

Listed as Artizan, FFM – Legendary (feat. Armanni Reign) (I'm Just) · Watch on YouTube

youtube_video UZAVFVXd_Ms · row UZAVFVXd_Ms

LAION-DISCO-12M

I'm Just (Remix) (feat. Armanni Reign)

Listed as Artizan, FFM – I'm Just (Remix) (feat. Armanni Reign) (I'm Just) · Watch on YouTube

youtube_video YFBMYKdQzGc · row YFBMYKdQzGc

LAION-DISCO-12M

Run (feat. Armanni Reign)

Listed as Artizan, FFM – Run (feat. Armanni Reign) (Run) · Watch on YouTube

youtube_video _cm9MkFrXyE · row _cm9MkFrXyE

LAION-DISCO-12M

Aurora (Trailer)

Listed as Metro Exodus, FFM – Aurora (Trailer) (Aurora (Trailer)) · Watch on YouTube

youtube_video edXp6B8aJvk · row edXp6B8aJvk

LAION-DISCO-12M

American Savage

Listed as Artizan, FFM – American Savage (For The Cause) · Watch on YouTube

youtube_video fQX7DxPLhaA · row fQX7DxPLhaA

LAION-DISCO-12M

Worth It (feat. Armanni Reign)

Listed as Artizan, FFM – Worth It (feat. Armanni Reign) (I'm Just) · Watch on YouTube

youtube_video jyxoTk8xo-4 · row jyxoTk8xo-4

LAION-DISCO-12M

Bring the Thunder (feat. Armanni Reign)

Listed as Artizan, FFM – Bring the Thunder (feat. Armanni Reign) (Bring the Thunder) · Watch on YouTube

youtube_video lIyQAHdgJ4E · row lIyQAHdgJ4E

LAION-DISCO-12M

Blood In the Dirt (feat. Armanni Reign)

Listed as Artizan, FFM – Blood In the Dirt (feat. Armanni Reign) (Blood In the Dirt) · Watch on YouTube

youtube_video pVo803nKKYs · row pVo803nKKYs

LAION-DISCO-12M

Believe In Me (feat. Armanni Reign)

Listed as Artizan, FFM – Believe In Me (feat. Armanni Reign) (For The Cause) · Watch on YouTube

youtube_video tg1nRXqp43o · row tg1nRXqp43o

LAION-DISCO-12M

Blackwater

Listed as Artizan, FFM – Blackwater (For The Cause) · Watch on YouTube

youtube_video uDcJ3j69uCM · row uDcJ3j69uCM

LAION-DISCO-12M

Loco Loco

Listed as FFM, Artizan – Loco Loco (SELF MADE (Music from Saints Row)) · Watch on YouTube

youtube_video u_QgZeNZKxs · row u_QgZeNZKxs

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.