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 Dubstep - Scarface DJ Gosh
Report Toby built from the datasets alone
Yes. Toby has 11 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:
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 Archetype, Liars Never Sleep, Isolation
Listed under the artist name 11 songs in LAION-DISCO-12M
Toby 7 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Archetype
Listed as Toby – Archetype (Liars Never Sleep) · Watch on YouTube
youtube_video 8p8He0EKBUs · row 8p8He0EKBUs
LAION-DISCO-12M
Liars Never Sleep
Listed as Toby – Liars Never Sleep (Liars Never Sleep) · Watch on YouTube
youtube_video GhBdXZmiJig · row GhBdXZmiJig
LAION-DISCO-12M
Isolation
Listed as Toby – Isolation (Liars Never Sleep) · Watch on YouTube
youtube_video PpkHwhbTyyM · row PpkHwhbTyyM
LAION-DISCO-12M
Addict with a Gun! (Acoustic)
Listed as Toby – Addict with a Gun! (Acoustic) (Addict with a Gun!) · Watch on YouTube
youtube_video dEySOXKXTOI · row dEySOXKXTOI
LAION-DISCO-12M
Too Fast, Too Furious
Listed as Toby – Too Fast, Too Furious (Liars Never Sleep) · Watch on YouTube
youtube_video goUUmJ_JFO4 · row goUUmJ_JFO4
LAION-DISCO-12M
Addict with a Gun!
Listed as Toby – Addict with a Gun! (Addict with a Gun!) · Watch on YouTube
youtube_video m2VhzZ0Jsaw · row m2VhzZ0Jsaw
LAION-DISCO-12M
Ou fè'm anvi viv (feat. Vanessa Dèsirè)
Listed as Toby – Ou fè'm anvi viv (feat. Vanessa Dèsirè) (Ou fè'm anvi viv) · Watch on YouTube
youtube_video m9_xaZbp99A · row m9_xaZbp99A
LAION-DISCO-12M
Toby 2 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
There's a Scary Looking Wolf in Town
Listed as Uncle Bun, Priscilla, Ella, Toby – There's a Scary Looking Wolf in Town (Sheriff Callie's Wild West (Music from the TV Series)) · Watch on YouTube
youtube_video T6PmhZI3ypg · row T6PmhZI3ypg
LAION-DISCO-12M
Wish I Could Do Tricks Like That
Listed as Toby, Peck, Uncle Bun, Tio – Wish I Could Do Tricks Like That (Sheriff Callie's Wild West (Music from the TV Series)) · Watch on YouTube
youtube_video ne5e8P3yFjo · row ne5e8P3yFjo
LAION-DISCO-12M
Toby- 2 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
未盛开的花
Listed as Toby-, 于佰万 – 未盛开的花 (未盛开的花) · Watch on YouTube
youtube_video -mWsdK4l81g · row -mWsdK4l81g
LAION-DISCO-12M
未盛开的花 (伴奏版)
Listed as Toby-, 于佰万 – 未盛开的花 (伴奏版) (未盛开的花) · Watch on YouTube
youtube_video ga_r5xS0yyY · row ga_r5xS0yyY
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Dubstep - Scarface DJ Gosh
Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Speech
youtube_video 3lx3HlsGIxk · row unbalanced_train:3lx3HlsGIxk: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.
- 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.
Keep a copy
Provenance
JSON export SHA-256 f99d349042d2e9c89922e910471a25991796105a5fbfe15ee08b2e8239c7ed61
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.