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 africa - percussion ensemble
Report Caroline Grace built from the datasets alone
Yes. Caroline Grace has 34 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 Liedjie Vir Jou, Bokswyn (Afrikaans Wil Dans Remix), Ek Bid Vir Jou
Listed under the artist name 34 songs in LAION-DISCO-12M
Caroline Grace 21 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Liedjie Vir Jou
Listed as Caroline Grace, FATMAN – Liedjie Vir Jou (Eindelose Liefde) · Watch on YouTube
youtube_video A4JzY_VdsXA · row A4JzY_VdsXA
LAION-DISCO-12M
Bokswyn (Afrikaans Wil Dans Remix)
Listed as Caroline Grace, Afrikaans Wil Dans – Bokswyn (Afrikaans Wil Dans Remix) (Afrikaans Wil Dans Remix) · Watch on YouTube
youtube_video A5x0sIM6_ss · row A5x0sIM6_ss
LAION-DISCO-12M
Ek Bid Vir Jou
Listed as Caroline Grace – Ek Bid Vir Jou (Ek Bid Vir Jou) · Watch on YouTube
youtube_video DlYVH1Dpp1M · row DlYVH1Dpp1M
LAION-DISCO-12M
I Love It (Chris Sen Club Mix)
Listed as MAEZTRO, Caroline Grace, Chris Sen – I Love It (Chris Sen Club Mix) (I Love It (Chris Sen Remixes)) · Watch on YouTube
youtube_video SKua--w7xsI · row SKua--w7xsI
LAION-DISCO-12M
It's All Coming Back To Me Now
Listed as FATMAN, Caroline Grace – It's All Coming Back To Me Now (It's All Coming Back To Me Now) · Watch on YouTube
youtube_video XC6daUEpw7Y · row XC6daUEpw7Y
LAION-DISCO-12M
Springgety
Listed as Caroline Grace – Springgety (Eindelose Liefde) · Watch on YouTube
youtube_video cE0cOiOCY8I · row cE0cOiOCY8I
LAION-DISCO-12M
I Love It (VIP Club Mix)
Listed as MAEZTRO, Caroline Grace – I Love It (VIP Club Mix) (I Love It) · Watch on YouTube
youtube_video dDnE1ZwrHtM · row dDnE1ZwrHtM
LAION-DISCO-12M
Glo, Vertrou En Bly Onthou
Listed as Caroline Grace – Glo, Vertrou En Bly Onthou (Eindelose Liefde) · Watch on YouTube
youtube_video dIgYnTjwf8c · row dIgYnTjwf8c
LAION-DISCO-12M
So
Listed as Caroline Grace – So (Eindelose Liefde) · Watch on YouTube
youtube_video eYaSVAdcwCc · row eYaSVAdcwCc
LAION-DISCO-12M
Eindelose Liefde
Listed as Caroline Grace – Eindelose Liefde (Eindelose Liefde) · Watch on YouTube
youtube_video fzX0glJE61M · row fzX0glJE61M
LAION-DISCO-12M
Breek
Listed as Caroline Grace – Breek (Breek) · Watch on YouTube
youtube_video hA77dSTOtoo · row hA77dSTOtoo
LAION-DISCO-12M
I Love It (Chris Sen Pop Edit)
Listed as MAEZTRO, Caroline Grace, Chris Sen – I Love It (Chris Sen Pop Edit) (I Love It (Chris Sen Remixes)) · Watch on YouTube
youtube_video jhozW2JWMIk · row jhozW2JWMIk
LAION-DISCO-12M
White Christmas
Listed as Caroline Grace – White Christmas (White Christmas) · Watch on YouTube
youtube_video n28IiBAs5xY · row n28IiBAs5xY
LAION-DISCO-12M
San Francisco
Listed as Caroline Grace – San Francisco (Eindelose Liefde) · Watch on YouTube
youtube_video nKg5pj9VekY · row nKg5pj9VekY
LAION-DISCO-12M
Voor Jou
Listed as Caroline Grace – Voor Jou (Eindelose Liefde) · Watch on YouTube
youtube_video rT34oz9liuQ · row rT34oz9liuQ
LAION-DISCO-12M
As Jy 'n Lied Was
Listed as Caroline Grace – As Jy 'n Lied Was (Eindelose Liefde) · Watch on YouTube
youtube_video redqD9zaKq4 · row redqD9zaKq4
LAION-DISCO-12M
Bokswyn
Listed as Caroline Grace – Bokswyn (Bokswyn) · Watch on YouTube
youtube_video sQtKUiG4s1M · row sQtKUiG4s1M
LAION-DISCO-12M
It Must Have Been Love
Listed as Caroline Grace – It Must Have Been Love (Eindelose Liefde) · Watch on YouTube
youtube_video ukQ1oRJmylc · row ukQ1oRJmylc
LAION-DISCO-12M
I Love It
Listed as MAEZTRO, Caroline Grace – I Love It (I Love It) · Watch on YouTube
youtube_video vlKCiYNHPgs · row vlKCiYNHPgs
LAION-DISCO-12M
Dis Wat Ja Beteken
Listed as Caroline Grace – Dis Wat Ja Beteken (Eindelose Liefde) · Watch on YouTube
youtube_video xj5pCTdl-SU · row xj5pCTdl-SU
LAION-DISCO-12M
Kortbroek
Listed as Caroline Grace – Kortbroek (Kortbroek) · Watch on YouTube
youtube_video zGv2EMMSRv4 · row zGv2EMMSRv4
LAION-DISCO-12M
Caroline Grace 13 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Heaven Open
Listed as Caroline Grace – Heaven Open (iShine All Starz Vol. 3) · Watch on YouTube
youtube_video 2fCOX2I-zsQ · row 2fCOX2I-zsQ
LAION-DISCO-12M
Voor Jou
Listed as Caroline Grace – Voor Jou (Lekker Vakansie Songs) · Watch on YouTube
youtube_video FbjtBtFrK7Y · row FbjtBtFrK7Y
LAION-DISCO-12M
Open Your Mind
Listed as Caroline Grace – Open Your Mind (Open Your Mind) · Watch on YouTube
youtube_video IRjHC8WQNkA · row IRjHC8WQNkA
LAION-DISCO-12M
Alone
Listed as Caroline Grace – Alone (SUS.PACK) · Watch on YouTube
youtube_video M9pX-nPdkPs · row M9pX-nPdkPs
LAION-DISCO-12M
Shook Up
Listed as Caroline Grace – Shook Up (iShine All Starz Vol. 3) · Watch on YouTube
youtube_video PphrpPM7UbM · row PphrpPM7UbM
LAION-DISCO-12M
Daydream
Listed as Caroline Grace – Daydream (Daydream) · Watch on YouTube
youtube_video ROfbQR9fHso · row ROfbQR9fHso
LAION-DISCO-12M
Eindelose Liefde
Listed as Caroline Grace – Eindelose Liefde (Lekker Love Songs) · Watch on YouTube
youtube_video Swixgmd3AR0 · row Swixgmd3AR0
LAION-DISCO-12M
Liedjie Vir Jou
Listed as FATMAN, Caroline Grace – Liedjie Vir Jou (SOS) · Watch on YouTube
youtube_video VNLrBPLrUwY · row VNLrBPLrUwY
LAION-DISCO-12M
Tragic
Listed as Caroline Grace – Tragic (Tragic) · Watch on YouTube
youtube_video i7Aby5BCzvQ · row i7Aby5BCzvQ
LAION-DISCO-12M
Where U Belong
Listed as Caroline Grace – Where U Belong (Where U Belong) · Watch on YouTube
youtube_video lhMk-CHjlRA · row lhMk-CHjlRA
LAION-DISCO-12M
Time After Time
Listed as Caroline Grace – Time After Time (Time After Time) · Watch on YouTube
youtube_video pLnm2CrtBwA · row pLnm2CrtBwA
LAION-DISCO-12M
All Figured Out
Listed as Caroline Grace – All Figured Out (SUS.PACK) · Watch on YouTube
youtube_video tjMdZJQODoI · row tjMdZJQODoI
LAION-DISCO-12M
Breek
Listed as Caroline Grace – Breek (Lekker Vakansie Songs) · Watch on YouTube
youtube_video wr0ksi_KGgA · row wr0ksi_KGgA
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
africa - percussion ensemble
Clip 30s to 40s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion
youtube_video e1CwgKpMVaI · row unbalanced_train:e1CwgKpMVaI: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 1d415ee8ee818bffea9f427ddaad6ceb982d5cf8b948c11d826af8ed118edf50
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.