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 Klingon band singing Mr Roboto
Report Justin Love built from the datasets alone
Yes. Justin Love has 7 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 No Friends, No Friends (Remix), Best Friend
Listed under the artist name 7 songs in LAION-DISCO-12M
Justin Love 4 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
No Friends
Listed as Justin Love, ATG Productions – No Friends (No Friends) · Watch on YouTube
youtube_video 0Mi6m483hKU · row 0Mi6m483hKU
LAION-DISCO-12M
No Friends (Remix)
Listed as Justin Love, ATG Productions – No Friends (Remix) (No Friends (Remix)) · Watch on YouTube
youtube_video 6DP0IWuFQ_o · row 6DP0IWuFQ_o
LAION-DISCO-12M
Best Friend
Listed as Justin Love, Lexy Panterra – Best Friend (Best Friend) · Watch on YouTube
youtube_video Y3upnIPRcCY · row Y3upnIPRcCY
LAION-DISCO-12M
No Friends (RnB Remix)
Listed as Justin Love, ATG Productions – No Friends (RnB Remix) (No Friends (RnB Remix)) · Watch on YouTube
youtube_video bZcebTl8lB0 · row bZcebTl8lB0
LAION-DISCO-12M
Justin Love 2 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Versace Robe
Listed as Chanel West Coast, Minus Gravity, Justin Love – Versace Robe (Versace Robe) · Watch on YouTube
youtube_video 798MItt_zbc · row 798MItt_zbc
LAION-DISCO-12M
Get Out
Listed as Gashi, Justin Love – Get Out (Get Out) · Watch on YouTube
youtube_video vNTARwolMFA · row vNTARwolMFA
LAION-DISCO-12M
Justin Love 1 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Donkey
Listed as Cookiee Kawaii, Justin Love – Donkey (Donkey) · Watch on YouTube
youtube_video xp1FS2wapM4 · row xp1FS2wapM4
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Klingon band singing Mr Roboto
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Male singing
youtube_video 3ZBGYsLDTe0 · row unbalanced_train:3ZBGYsLDTe0:30:40
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 eebc5a606bccf2c50e16afd7fe87e13e7bc837b7eea2ea08696af9268e3907f9
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.