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 Sno Cone (Freestyle), Nachos, I'm Him
Artist Frosty D on YouTube Music
Yes. Frosty D has 113 songs listed in a dataset used to train AI music models.
Listed under the artist name 113 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Sno Cone (Freestyle)
Listed as Frosty D – Sno Cone (Freestyle) (Sno Cone (Freestyle)) · Watch on YouTube
youtube_video -mW76XO2ojY · row -mW76XO2ojY
LAION-DISCO-12M
Nachos
Listed as Frosty D – Nachos (Frosty Files) · Watch on YouTube
youtube_video 6Zjnm9p1r94 · row 6Zjnm9p1r94
LAION-DISCO-12M
I'm Him
Listed as Frosty D – I'm Him (Frosty Files) · Watch on YouTube
youtube_video EddTp70DmD0 · row EddTp70DmD0
LAION-DISCO-12M
Can't Feel
Listed as Frosty D – Can't Feel (Next Gen) · Watch on YouTube
youtube_video EjdhMAm2WoI · row EjdhMAm2WoI
LAION-DISCO-12M
Bank 3
Listed as Frosty D – Bank 3 (Frosty Takeover 2) · Watch on YouTube
youtube_video I-6aRjpeZEA · row I-6aRjpeZEA
LAION-DISCO-12M
10 Bands Freestyle
Listed as Frosty D – 10 Bands Freestyle (Frosty Takeover) · Watch on YouTube
youtube_video KAjnOnA-g0A · row KAjnOnA-g0A
LAION-DISCO-12M
Pull Up (feat. MGDilla)
Listed as Frosty D – Pull Up (feat. MGDilla) (Pull Up) · Watch on YouTube
youtube_video PUu4UpCmHlU · row PUu4UpCmHlU
LAION-DISCO-12M
On They Neck (feat. MGDilla)
Listed as Frosty D – On They Neck (feat. MGDilla) (Cold World) · Watch on YouTube
youtube_video Pj-4S8iaLa0 · row Pj-4S8iaLa0
LAION-DISCO-12M
TRUE RELIGION
Listed as Frosty D – TRUE RELIGION (TRUE RELIGION) · Watch on YouTube
youtube_video YfsKV9aHk5I · row YfsKV9aHk5I
LAION-DISCO-12M
Slime Shit
Listed as Frosty D – Slime Shit (Frosty Takeover) · Watch on YouTube
youtube_video bNQgU4So7oU · row bNQgU4So7oU
LAION-DISCO-12M
Audi
Listed as Frosty D – Audi (Balling on Em No Jumper) · Watch on YouTube
youtube_video cuCkaByy9Y4 · row cuCkaByy9Y4
LAION-DISCO-12M
Freetayk Freestyle #Freetayk
Listed as Frosty D – Freetayk Freestyle #Freetayk (Freetayk Freestyle #Freetayk) · Watch on YouTube
youtube_video tLSR5H7QwLM · row tLSR5H7QwLM
LAION-DISCO-12M
Sleep Wit a Cutta
Listed as Frosty D – Sleep Wit a Cutta (Sleep Wit a Cutta) · Watch on YouTube
youtube_video tstZglniLdk · row tstZglniLdk
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.