Yes. TSAAR has 9 songs listed in a dataset used to train AI music models.

Used for training 9

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 Senorita (Sped Up), METAMORPHOSIS (Sped Up), CUPID (Sped Up)

Listed under the artist name 9 songs in LAION-DISCO-12M

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

Senorita (Sped Up)

Listed as TSAAR, sped up – Senorita (Sped Up) (Senorita (Sped Up)) · Watch on YouTube

youtube_video -THQn4ypytc · row -THQn4ypytc

LAION-DISCO-12M

METAMORPHOSIS (Sped Up)

Listed as TSAAR, sped up – METAMORPHOSIS (Sped Up) (METAMORPHOSIS (Sped Up)) · Watch on YouTube

youtube_video S1NUwPQh8rk · row S1NUwPQh8rk

LAION-DISCO-12M

CUPID (Sped Up)

Listed as TSAAR, sped up – CUPID (Sped Up) (CUPID (Sped Up)) · Watch on YouTube

youtube_video SVCxNpi5S80 · row SVCxNpi5S80

LAION-DISCO-12M

After Dark (Sped Up)

Listed as TSAAR, sped up – After Dark (Sped Up) (After Dark (Sped Up)) · Watch on YouTube

youtube_video UoxKuq0HELo · row UoxKuq0HELo

LAION-DISCO-12M

Symphony (Sped Up)

Listed as TSAAR, sped up – Symphony (Sped Up) (Symphony (Sped Up)) · Watch on YouTube

youtube_video kVR02joci0A · row kVR02joci0A

LAION-DISCO-12M

Waste (Sped Up)

Listed as TSAAR, sped up – Waste (Sped Up) (Waste (Sped Up)) · Watch on YouTube

youtube_video rrTguH1d7tw · row rrTguH1d7tw

LAION-DISCO-12M

Symphony (Slowed + Reverb)

Listed as TSAAR, slowed down music – Symphony (Slowed + Reverb) (Symphony (Slowed + Reverb)) · Watch on YouTube

youtube_video tH74Dq6RPYc · row tH74Dq6RPYc

LAION-DISCO-12M

Agora Hills (Sped Up)

Listed as TSAAR, sped up – Agora Hills (Sped Up) (Agora Hills (Sped Up)) · Watch on YouTube

youtube_video vgi7hJ7Ij3o · row vgi7hJ7Ij3o

LAION-DISCO-12M

Titans

Listed as TSAAR, 6SIXSIX – Titans (Titans) · Watch on YouTube

youtube_video yzq4tkcH7-Q · row yzq4tkcH7-Q

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.