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 Best Tambourine player in New Orleans
Report Paul D built from the datasets alone
Yes. Paul D has 8 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 Love Tales, The Cypher, Vol. 1 (feat. AMA, Nio Endo & Spacetime Warps), Lost
Listed under the artist name 8 songs in LAION-DISCO-12M
paul-d 4 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Love Tales
Listed as Rival Mob, AJ, paul-d, Trap-B – Love Tales (Love Tales) · Watch on YouTube
youtube_video Bj7XpZlQekI · row Bj7XpZlQekI
LAION-DISCO-12M
The Cypher, Vol. 1 (feat. AMA, Nio Endo & Spacetime Warps)
Listed as Rival Mob, A-B, paul-d, Trap-B – The Cypher, Vol. 1 (feat. AMA, Nio Endo & Spacetime Warps) (The Cypher, Vol. 1) · Watch on YouTube
youtube_video PUd_9m694TY · row PUd_9m694TY
LAION-DISCO-12M
Lost
Listed as Rival Mob, A-B, paul-d, Trap-B – Lost (Lost) · Watch on YouTube
youtube_video e1FCJgSh61I · row e1FCJgSh61I
LAION-DISCO-12M
Hotbox Cypher (feat. AMA, Harv, Sahej Music & Rk Ak)
Listed as Rival Mob, A-B, paul-d, Trap-B – Hotbox Cypher (feat. AMA, Harv, Sahej Music & Rk Ak) (Hotbox Cypher) · Watch on YouTube
youtube_video e2H_tMtr77k · row e2H_tMtr77k
LAION-DISCO-12M
Paul-d 2 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Maya
Listed as Rival Mob, AJ, A-B, Paul-d – Maya (Maya) · Watch on YouTube
youtube_video 8TtRvesIwds · row 8TtRvesIwds
LAION-DISCO-12M
Mob Ties
Listed as Rival Mob, AJ, Paul-d, A-B – Mob Ties (Mob Mentality) · Watch on YouTube
youtube_video FYUes56rO4o · row FYUes56rO4o
LAION-DISCO-12M
Paul D 1 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Turn the Club
Listed as Dirty Rush & Gregor Es, Paul D – Turn the Club (Turn the Club) · Watch on YouTube
youtube_video P-batnBwa9k · row P-batnBwa9k
LAION-DISCO-12M
Paul D 1 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Run Away
Listed as Paul D, Yana Kay – Run Away (Rocky Road) · Watch on YouTube
youtube_video 7fsR978cnIw · row 7fsR978cnIw
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Best Tambourine player in New Orleans
Clip 28s to 38s · Open clip on YouTube · Labels: Music, Tambourine
youtube_video G_KDTa_eeEc · row unbalanced_train:G_KDTa_eeEc:28:38
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 56db0631eeaab1ba845f141f5ec9ffb1f0e83f04dfaed11acd0638de31f11174
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.