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 GR:TV General Roots Secret Garden 2012
Report GeneralRoots built from the datasets alone
Yes. GeneralRoots has 21 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 Nothing Can Stop Us (feat. Kiko Bun), Stroke of Luck, Raver's Delight (feat. Dennis Bovell)
Listed under the artist name 21 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Nothing Can Stop Us (feat. Kiko Bun)
Listed as General Roots – Nothing Can Stop Us (feat. Kiko Bun) (Showcase) · Watch on YouTube
youtube_video -lgtMQqzFfA · row -lgtMQqzFfA
LAION-DISCO-12M
Stroke of Luck
Listed as General Roots – Stroke of Luck (Showcase) · Watch on YouTube
youtube_video 24Z3Ccu5c0U · row 24Z3Ccu5c0U
LAION-DISCO-12M
Raver's Delight (feat. Dennis Bovell)
Listed as General Roots – Raver's Delight (feat. Dennis Bovell) (Walk Tall) · Watch on YouTube
youtube_video CvHLYH1o5Z0 · row CvHLYH1o5Z0
LAION-DISCO-12M
Sufferer
Listed as General Roots – Sufferer (Walk Tall) · Watch on YouTube
youtube_video F9hbuLFGNNc · row F9hbuLFGNNc
LAION-DISCO-12M
Mentality (General Roots Remix)
Listed as Da Lata, Diabel Cissokho, General Roots – Mentality (General Roots Remix) (Mentality (General Roots Remix)) · Watch on YouTube
youtube_video FszSoOvcTKE · row FszSoOvcTKE
LAION-DISCO-12M
Wrong Road (feat. Dennis Bovell)
Listed as General Roots – Wrong Road (feat. Dennis Bovell) (Walk Tall) · Watch on YouTube
youtube_video Gwlkyh0IsXQ · row Gwlkyh0IsXQ
LAION-DISCO-12M
Fight for Ya Lovin'
Listed as General Roots – Fight for Ya Lovin' (Walk Tall) · Watch on YouTube
youtube_video Hj7FA_31Evg · row Hj7FA_31Evg
LAION-DISCO-12M
Sign on the Dotted Line
Listed as General Roots – Sign on the Dotted Line (The First Attack) · Watch on YouTube
youtube_video MvFNv__yNsI · row MvFNv__yNsI
LAION-DISCO-12M
Generals in the Ghetto
Listed as General Roots – Generals in the Ghetto (The First Attack) · Watch on YouTube
youtube_video P22ZcIUPbaM · row P22ZcIUPbaM
LAION-DISCO-12M
Little Sun
Listed as General Roots – Little Sun (Walk Tall) · Watch on YouTube
youtube_video TMMXg98owfI · row TMMXg98owfI
LAION-DISCO-12M
Mentality (General Roots Dub)
Listed as Da Lata, Diabel Cissokho, General Roots – Mentality (General Roots Dub) (Mentality (General Roots Remix)) · Watch on YouTube
youtube_video XWa-yvBWAAc · row XWa-yvBWAAc
LAION-DISCO-12M
Movie Show (feat. Horseman)
Listed as General Roots – Movie Show (feat. Horseman) (Walk Tall) · Watch on YouTube
youtube_video bE1hpp-Dve0 · row bE1hpp-Dve0
LAION-DISCO-12M
Hardcore Vibes
Listed as General Roots – Hardcore Vibes (Showcase) · Watch on YouTube
youtube_video dTB_dDNLQnY · row dTB_dDNLQnY
LAION-DISCO-12M
Intro
Listed as General Roots – Intro (The First Attack) · Watch on YouTube
youtube_video daBU4wGOOW0 · row daBU4wGOOW0
LAION-DISCO-12M
Miss Something
Listed as General Roots – Miss Something (Showcase) · Watch on YouTube
youtube_video e13Bt6QAqYo · row e13Bt6QAqYo
LAION-DISCO-12M
Why Cant I Fall in Love
Listed as General Roots – Why Cant I Fall in Love (The First Attack) · Watch on YouTube
youtube_video eANxNWIz_HM · row eANxNWIz_HM
LAION-DISCO-12M
Walk Tall
Listed as General Roots – Walk Tall (Walk Tall) · Watch on YouTube
youtube_video hI_nZxt1rfI · row hI_nZxt1rfI
LAION-DISCO-12M
Tired
Listed as General Roots – Tired (The First Attack) · Watch on YouTube
youtube_video lnv0TReKrhI · row lnv0TReKrhI
LAION-DISCO-12M
Out of Love (Love's End)
Listed as General Roots – Out of Love (Love's End) (Walk Tall) · Watch on YouTube
youtube_video nK2pmBTZUn8 · row nK2pmBTZUn8
LAION-DISCO-12M
Special
Listed as General Roots – Special (Walk Tall) · Watch on YouTube
youtube_video tldKh-hr6do · row tldKh-hr6do
LAION-DISCO-12M
Freedom (feat. Top Cat)
Listed as General Roots – Freedom (feat. Top Cat) (Walk Tall) · Watch on YouTube
youtube_video wOsc6NhPcQM · row wOsc6NhPcQM
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
GR:TV General Roots Secret Garden 2012
Clip 380s to 390s · Open clip on YouTube · Labels: Drum, Drum kit, Rimshot, Snare drum, Bass drum, Percussion
youtube_video BJaq4ssIGGY · row unbalanced_train:BJaq4ssIGGY:380:390
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 a73ad1812496f0b0cd939d033db2e5229c56c1ef2d2c9e71e82fb01c5b8a8ba8
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.