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 Voyager - Leadhead
Report Paul French built from the datasets alone
Yes. Paul French has 13 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 Memory of Love (Alle Slow Mix), Memory of Love (Antoine Clamaran Remix), Memory of Love (Antoine Clamaran Remix Single Version)
Listed under the artist name 13 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Memory of Love (Alle Slow Mix)
Listed as Benassi Bros., Paul French – Memory of Love (Alle Slow Mix) (Memory of Love) · Watch on YouTube
youtube_video -E-UPyyO8Pw · row -E-UPyyO8Pw
LAION-DISCO-12M
Memory of Love (Antoine Clamaran Remix)
Listed as Benassi Bros., Paul French – Memory of Love (Antoine Clamaran Remix) (Memory of Love (Antoine Clamaran Remix)) · Watch on YouTube
youtube_video DCdH48TA8rQ · row DCdH48TA8rQ
LAION-DISCO-12M
Memory of Love (Antoine Clamaran Remix Single Version)
Listed as Benassi Bros., Paul French – Memory of Love (Antoine Clamaran Remix Single Version) (Memory of Love (Antoine Clamaran Remix)) · Watch on YouTube
youtube_video EOSc597Gvj0 · row EOSc597Gvj0
LAION-DISCO-12M
Memory of Love (Lp Version)
Listed as Benassi Bros., Paul French – Memory of Love (Lp Version) (Memory of Love) · Watch on YouTube
youtube_video HADI7zUqK7w · row HADI7zUqK7w
LAION-DISCO-12M
Memory of Love (Lp Version)
Listed as Benassi Bros., Paul French – Memory of Love (Lp Version) (Pumphonia) · Watch on YouTube
youtube_video KHBdusdKutU · row KHBdusdKutU
LAION-DISCO-12M
Don't Touch Too Much (Sfaction Version)
Listed as Benassi Bros., Paul French – Don't Touch Too Much (Sfaction Version) (Pumphonia) · Watch on YouTube
youtube_video NhWFOlRrM38 · row NhWFOlRrM38
LAION-DISCO-12M
Don't Touch Too Much (Instrumental Mix)
Listed as Benassi Bros., Paul French – Don't Touch Too Much (Instrumental Mix) (Don't Touch Too Much) · Watch on YouTube
youtube_video Ty7rY2iix0w · row Ty7rY2iix0w
LAION-DISCO-12M
Don't Touch Too Much (Extended Mix)
Listed as Benassi Bros., Paul French – Don't Touch Too Much (Extended Mix) (Don't Touch Too Much) · Watch on YouTube
youtube_video XCCTUwOrv1A · row XCCTUwOrv1A
LAION-DISCO-12M
Memory of Love (Radio Edit)
Listed as Benassi Bros., Paul French – Memory of Love (Radio Edit) (Memory of Love) · Watch on YouTube
youtube_video gaFLCa-BCZA · row gaFLCa-BCZA
LAION-DISCO-12M
Time Is What You Need
Listed as Benassi Bros., Paul French – Time Is What You Need (Pumphonia) · Watch on YouTube
youtube_video iC2yOrpMn0o · row iC2yOrpMn0o
LAION-DISCO-12M
Memory of Love (Antoine Clamaran Remix Instrumental)
Listed as Benassi Bros., Paul French – Memory of Love (Antoine Clamaran Remix Instrumental) (Memory of Love (Antoine Clamaran Remix)) · Watch on YouTube
youtube_video o_s57N8nADM · row o_s57N8nADM
LAION-DISCO-12M
Blackbird
Listed as Benassi Bros., Paul French – Blackbird (...Phobia) · Watch on YouTube
youtube_video p2SFqk89Apk · row p2SFqk89Apk
LAION-DISCO-12M
Memory of Love (Alle Slow Instrumental)
Listed as Benassi Bros., Paul French – Memory of Love (Alle Slow Instrumental) (Memory of Love) · Watch on YouTube
youtube_video z-UZkYfN9k4 · row z-UZkYfN9k4
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Voyager - Leadhead
Clip 210s to 220s · Open clip on YouTube · Labels: Music, Soul music
youtube_video LC214EQLU3U · row unbalanced_train:LC214EQLU3U:210:220
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 e2ec0d00fb88a9ba7facddb60e4863b7c49490dff12a7981f9ce2d4c135a8aea
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.