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 Of Doubt, Starman, (Don't Fear) The Reaper
Artist Tori Letzler on YouTube Music
Yes. Tori Letzler has 13 songs listed in a dataset used to train AI music models.
Listed under the artist name 13 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Of Doubt
Listed as The Hit House, Tori Letzler – Of Doubt (Open Doors 3) · Watch on YouTube
youtube_video 1lN2dJIT8gM · row 1lN2dJIT8gM
LAION-DISCO-12M
Starman
Listed as Steven Richard Davis, The Hit House, Tori Letzler – Starman (Starman) · Watch on YouTube
youtube_video AyR6eLz9r3E · row AyR6eLz9r3E
LAION-DISCO-12M
(Don't Fear) The Reaper
Listed as Tori Letzler, The Hit House – (Don't Fear) The Reaper ((Don't Fear) The Reaper) · Watch on YouTube
youtube_video BH3h9b_GMdw · row BH3h9b_GMdw
LAION-DISCO-12M
RUNAWAY
Listed as LICK, Tori Letzler – RUNAWAY (DARK VIBE ORDER) · Watch on YouTube
youtube_video MAtHM5f4CTI · row MAtHM5f4CTI
LAION-DISCO-12M
Never Give Up
Listed as Nick Murray, Tori Letzler, Roger Shah – Never Give Up (Singularity) · Watch on YouTube
youtube_video NjSArKKgVb8 · row NjSArKKgVb8
LAION-DISCO-12M
Verdite
Listed as The Hit House, Tori Letzler – Verdite (Open Doors 3) · Watch on YouTube
youtube_video PQKF2EBeA_o · row PQKF2EBeA_o
LAION-DISCO-12M
RUNAWAY (Stripped)
Listed as LICK, Tori Letzler – RUNAWAY (Stripped) (DARK VIBE ORDER) · Watch on YouTube
youtube_video THMEEtj9PhA · row THMEEtj9PhA
LAION-DISCO-12M
A Riot Of
Listed as The Hit House, Tori Letzler – A Riot Of (Voices: The Second Movement) · Watch on YouTube
youtube_video VB3nDTZ5uao · row VB3nDTZ5uao
LAION-DISCO-12M
Future Fighter
Listed as Nick Murray, Roger Shah, Tori Letzler – Future Fighter (Singularity) · Watch on YouTube
youtube_video _sbVHYdLPgc · row _sbVHYdLPgc
LAION-DISCO-12M
A Flood Of
Listed as The Hit House, Tori Letzler – A Flood Of (Voices: The Second Movement) · Watch on YouTube
youtube_video bfwNjPQYxXY · row bfwNjPQYxXY
LAION-DISCO-12M
All I Have to Do Is Dream
Listed as Tori Letzler, The Hit House – All I Have to Do Is Dream (All I Have to Do Is Dream) · Watch on YouTube
youtube_video j1gM7WiSwes · row j1gM7WiSwes
LAION-DISCO-12M
An Army Of
Listed as The Hit House, Tori Letzler – An Army Of (Voices: The Second Movement) · Watch on YouTube
youtube_video sG_oPMIrAu4 · row sG_oPMIrAu4
LAION-DISCO-12M
A Myriad Of
Listed as The Hit House, Tori Letzler – A Myriad Of (Voices: The Second Movement) · Watch on YouTube
youtube_video wlqM_ILfuW4 · row wlqM_ILfuW4
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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.