Report Frosty built from the datasets alone

Yes. Frosty has 22 songs and 1 video listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 1

video in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including Roll Safe - I Don't Think You're Listening (Official Audio)

Used for training 22

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 Steppaz, County Lines Pt.2 (Remix) (feat. Fredo), County Lines 1

Listed under the artist name 22 songs in LAION-DISCO-12M

Frosty 21 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Steppaz

Listed as Frosty – Steppaz (Steppaz) · Watch on YouTube

youtube_video BIIku4m-wVw · row BIIku4m-wVw

LAION-DISCO-12M

County Lines Pt.2 (Remix) (feat. Fredo)

Listed as Frosty – County Lines Pt.2 (Remix) (feat. Fredo) (County Lines Pt.2 (Remix)) · Watch on YouTube

youtube_video Cx3kcV5IEmo · row Cx3kcV5IEmo

LAION-DISCO-12M

County Lines 1

Listed as Frosty – County Lines 1 (County Lines) · Watch on YouTube

youtube_video GlTCIRo1nyI · row GlTCIRo1nyI

LAION-DISCO-12M

Snowballs (feat. Teeway)

Listed as Frosty – Snowballs (feat. Teeway) (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video KgCuPySB5CY · row KgCuPySB5CY

LAION-DISCO-12M

Gliding

Listed as Frosty – Gliding (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video LETyuVWCrfY · row LETyuVWCrfY

LAION-DISCO-12M

County Lines 2

Listed as Frosty – County Lines 2 (County Lines) · Watch on YouTube

youtube_video P4MNK2-TXls · row P4MNK2-TXls

LAION-DISCO-12M

Amy's Bit

Listed as Frosty – Amy's Bit (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video P8axLqea5VY · row P8axLqea5VY

LAION-DISCO-12M

Hate On Us (feat. OFB, Bandokay & Double Lz)

Listed as Frosty – Hate On Us (feat. OFB, Bandokay & Double Lz) (Hate On Us) · Watch on YouTube

youtube_video Q_Dp6P3matg · row Q_Dp6P3matg

LAION-DISCO-12M

Happy Hour

Listed as Frosty – Happy Hour (Happy Hour) · Watch on YouTube

youtube_video VGAVIt13v6c · row VGAVIt13v6c

LAION-DISCO-12M

Step By Step

Listed as Frosty – Step By Step (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video amCYfDY4_cg · row amCYfDY4_cg

LAION-DISCO-12M

Back 2 Back

Listed as Frosty – Back 2 Back (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video bHih-1xk7uQ · row bHih-1xk7uQ

LAION-DISCO-12M

Soccer Mums

Listed as Frosty – Soccer Mums (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video bO2_m4V3P3o · row bO2_m4V3P3o

LAION-DISCO-12M

Super Trapper

Listed as Frosty – Super Trapper (Super Trapper) · Watch on YouTube

youtube_video e437kVxfH1Y · row e437kVxfH1Y

LAION-DISCO-12M

H2O

Listed as Frosty – H2O (H2O) · Watch on YouTube

youtube_video hETHTwRXf_Y · row hETHTwRXf_Y

LAION-DISCO-12M

4Real (feat. K-Trap & DoRoad)

Listed as Frosty – 4Real (feat. K-Trap & DoRoad) (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video hcJW02mK52s · row hcJW02mK52s

LAION-DISCO-12M

Daily Duppy

Listed as Frosty, GRM Daily – Daily Duppy (Daily Duppy) · Watch on YouTube

youtube_video i4PEE5I89K8 · row i4PEE5I89K8

LAION-DISCO-12M

Free Bae (feat. Dirtbike Lb)

Listed as Frosty – Free Bae (feat. Dirtbike Lb) (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video j9m4IF3QVK4 · row j9m4IF3QVK4

LAION-DISCO-12M

Scotland (feat. Mr Bando)

Listed as Frosty – Scotland (feat. Mr Bando) (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video kOFSBxHyxjI · row kOFSBxHyxjI

LAION-DISCO-12M

100 G-Packs

Listed as Frosty – 100 G-Packs (Under Surveillance (Mixtape)) · Watch on YouTube

youtube_video qoX46xz45oQ · row qoX46xz45oQ

LAION-DISCO-12M

Under Surveillance (feat. Unknown T)

Listed as Frosty – Under Surveillance (feat. Unknown T) (Under Surveillance) · Watch on YouTube

youtube_video vnuXNVJcEcU · row vnuXNVJcEcU

LAION-DISCO-12M

Mad About Bars - S5-E26

Listed as Mixtape Madness, Kenny Allstar, Frosty – Mad About Bars - S5-E26 (Mad About Bars - S5-E26) · Watch on YouTube

youtube_video xoPgWhawk4E · row xoPgWhawk4E

LAION-DISCO-12M

Frosty 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Sky

Listed as Altrøx, Frosty – Sky (Sky) · Watch on YouTube

youtube_video 3TuJOHa50-M · row 3TuJOHa50-M

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Roll Safe - I Don't Think You're Listening (Official Audio)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Hip hop music

youtube_video frCS9SIVukY · row unbalanced_train:frCS9SIVukY:30:40

AudioSetunbalanced_train

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/frosty-yt_UCbo1EWR8Q84GxwrrV0WTcAA

Provenance

JSON export SHA-256 08383d9aa49cffadcb7a7081aba4d0c9ca4a432187a7f81d789153030dd6866a

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.