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 Wishful Thinking, Free for All, Nostalgia
Artist Hoffy Beats on YouTube Music
Yes. Hoffy Beats has 60 songs listed in a dataset used to train AI music models.
Listed under the artist name 60 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Wishful Thinking
Listed as Phlocalyst, Hoffy Beats – Wishful Thinking (Wishful Thinking) · Watch on YouTube
youtube_video 1rxJOgDGHDY · row 1rxJOgDGHDY
LAION-DISCO-12M
Free for All
Listed as Clifford, Hoffy Beats, Soul Food Horns – Free for All (Free for All) · Watch on YouTube
youtube_video 47IZ9obDZLY · row 47IZ9obDZLY
LAION-DISCO-12M
Nostalgia
Listed as damaa.beats, Hoffy Beats – Nostalgia (Nostalgia) · Watch on YouTube
youtube_video 6ivX2bDH8Ec · row 6ivX2bDH8Ec
LAION-DISCO-12M
Jamata
Listed as damaa.beats, Hoffy Beats, Drxnk – Jamata (Jamata) · Watch on YouTube
youtube_video DsUD4Vzj7cA · row DsUD4Vzj7cA
LAION-DISCO-12M
Nightfall
Listed as damaa.beats, Hoffy Beats – Nightfall (City Lights) · Watch on YouTube
youtube_video arIHS2KrDmE · row arIHS2KrDmE
LAION-DISCO-12M
Peach Honey
Listed as Enluv, Hoffy Beats, Louk – Peach Honey (Peach Honey) · Watch on YouTube
youtube_video gOq7k392AOQ · row gOq7k392AOQ
LAION-DISCO-12M
Inappropriately Sleeping
Listed as Hoffy Beats, Tonion, Louk – Inappropriately Sleeping (Inappropriately Sleeping) · Watch on YouTube
youtube_video kTTJ-uA65oA · row kTTJ-uA65oA
LAION-DISCO-12M
Lullaby
Listed as damaa.beats, Hoffy Beats – Lullaby (City Lights) · Watch on YouTube
youtube_video kquxQoia0bo · row kquxQoia0bo
LAION-DISCO-12M
Wouldn't Ya
Listed as Hoffy Beats, Rinz., Louk – Wouldn't Ya (Wouldn't Ya) · Watch on YouTube
youtube_video v8l8-MJ2itA · row v8l8-MJ2itA
LAION-DISCO-12M
Depths Of Dreams
Listed as Hoffy Beats, Monocloud, Louk – Depths Of Dreams (Depths Of Dreams) · Watch on YouTube
youtube_video yI9m5nPnkP4 · row yI9m5nPnkP4
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.