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 Curly Hair Rant [Acapella Freestyle]
Report Numi built from the datasets alone
Yes. Numi has 31 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 Fasmidi, Dario e Michele, Prenditi poco sul serio
video in MusicCaps
A set of 5,521 ten-second music clips from YouTube, each with a written description, that Google published in 2023. It is the standard test set for text-to-music models.
Including Curly Hair Rant [Acapella Freestyle]
Listed under the artist name 31 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Fasmidi
Listed as Numi, Depha Beat – Fasmidi (Falene) · Watch on YouTube
youtube_video -3xY4EK99Vk · row -3xY4EK99Vk
LAION-DISCO-12M
Dario e Michele
Listed as Numi, Depha Beat – Dario e Michele (Falene) · Watch on YouTube
youtube_video 42G7i6eznRQ · row 42G7i6eznRQ
LAION-DISCO-12M
Prenditi poco sul serio
Listed as Numi, Depha Beat – Prenditi poco sul serio (Prenditi poco sul serio) · Watch on YouTube
youtube_video 7Ih9UuFstog · row 7Ih9UuFstog
LAION-DISCO-12M
Spinto in zona II (feat. Yamba)
Listed as Numi, Depha Beat – Spinto in zona II (feat. Yamba) (Falene) · Watch on YouTube
youtube_video 8A_3HxR1CLc · row 8A_3HxR1CLc
LAION-DISCO-12M
Eclissi
Listed as Numi, Depha Beat – Eclissi (Ostracismo) · Watch on YouTube
youtube_video C1qkzXrV_K0 · row C1qkzXrV_K0
LAION-DISCO-12M
Carpe Diem (feat. Hood Fella)
Listed as Numi, Depha Beat – Carpe Diem (feat. Hood Fella) (Ostracismo) · Watch on YouTube
youtube_video DviB_m6_xqo · row DviB_m6_xqo
LAION-DISCO-12M
Back to radici
Listed as Numi, Depha Beat – Back to radici (Ostracismo) · Watch on YouTube
youtube_video GEGOQa5r4zI · row GEGOQa5r4zI
LAION-DISCO-12M
Ostracismo
Listed as Numi, Depha Beat – Ostracismo (Ostracismo) · Watch on YouTube
youtube_video JkYXtIpBEGs · row JkYXtIpBEGs
LAION-DISCO-12M
Flow machiavellico
Listed as Numi, Depha Beat – Flow machiavellico (Ostracismo) · Watch on YouTube
youtube_video KEXa6OdUZ8E · row KEXa6OdUZ8E
LAION-DISCO-12M
Via da qui
Listed as Numi, Depha Beat – Via da qui (Falene) · Watch on YouTube
youtube_video Ny87OtPXX2g · row Ny87OtPXX2g
LAION-DISCO-12M
Falene
Listed as Numi, Depha Beat – Falene (Falene) · Watch on YouTube
youtube_video OydOm6lgC7o · row OydOm6lgC7o
LAION-DISCO-12M
Argilla
Listed as Numi, Depha Beat – Argilla (Ostracismo) · Watch on YouTube
youtube_video S7jgYwUZvb4 · row S7jgYwUZvb4
LAION-DISCO-12M
Quello che conta (feat. Truth)
Listed as Numi, Depha Beat – Quello che conta (feat. Truth) (Ostracismo) · Watch on YouTube
youtube_video U7p7xbYFsbY · row U7p7xbYFsbY
LAION-DISCO-12M
Altri mondi
Listed as Numi, Depha Beat – Altri mondi (Ostracismo) · Watch on YouTube
youtube_video ZmDn3852trU · row ZmDn3852trU
LAION-DISCO-12M
Coincidenze (feat. Sedato Blend)
Listed as Numi, Depha Beat – Coincidenze (feat. Sedato Blend) (Falene) · Watch on YouTube
youtube_video aOfWx4xbkug · row aOfWx4xbkug
LAION-DISCO-12M
Secco
Listed as Numi, Depha Beat – Secco (Falene) · Watch on YouTube
youtube_video aPfaghybHw4 · row aPfaghybHw4
LAION-DISCO-12M
Sul treno
Listed as Numi, Depha Beat – Sul treno (Ostracismo) · Watch on YouTube
youtube_video bCbB8ZxSGvc · row bCbB8ZxSGvc
LAION-DISCO-12M
Prigioni di carta (feat. William Pascal & Gast)
Listed as Numi, Depha Beat – Prigioni di carta (feat. William Pascal & Gast) (Falene) · Watch on YouTube
youtube_video baWKzKLA06E · row baWKzKLA06E
LAION-DISCO-12M
Gli ultimi rimasti (feat. Dsk & Darkhammer)
Listed as Numi, Depha Beat – Gli ultimi rimasti (feat. Dsk & Darkhammer) (Ostracismo) · Watch on YouTube
youtube_video ckLtwJTRGBw · row ckLtwJTRGBw
LAION-DISCO-12M
בלוף
Listed as Numi, מורן מזור – בלוף (חמרמורת) · Watch on YouTube
youtube_video g4AV-EZ3zFg · row g4AV-EZ3zFg
LAION-DISCO-12M
Colonne
Listed as Numi, Depha Beat – Colonne (Ostracismo) · Watch on YouTube
youtube_video g5SY07StLUU · row g5SY07StLUU
LAION-DISCO-12M
La giusta via
Listed as Numi, Depha Beat – La giusta via (Ostracismo) · Watch on YouTube
youtube_video hpQj0bKy2Ko · row hpQj0bKy2Ko
LAION-DISCO-12M
Tauromachia (feat. William Pascal)
Listed as Numi, Depha Beat – Tauromachia (feat. William Pascal) (Ostracismo) · Watch on YouTube
youtube_video lo2cH-9NW3w · row lo2cH-9NW3w
LAION-DISCO-12M
Alabastro
Listed as Numi, Depha Beat – Alabastro (Ostracismo) · Watch on YouTube
youtube_video mofGAKdvFJI · row mofGAKdvFJI
LAION-DISCO-12M
Sogni in tasca
Listed as Numi, Depha Beat – Sogni in tasca (Ostracismo) · Watch on YouTube
youtube_video nGZTQlAdhR8 · row nGZTQlAdhR8
LAION-DISCO-12M
Lì intorno (feat. Pule)
Listed as Numi, Depha Beat – Lì intorno (feat. Pule) (Ostracismo) · Watch on YouTube
youtube_video nPLi9XKjNiM · row nPLi9XKjNiM
LAION-DISCO-12M
Granito
Listed as Numi, Depha Beat – Granito (Ostracismo) · Watch on YouTube
youtube_video oOSgNDPvwnU · row oOSgNDPvwnU
LAION-DISCO-12M
Spinto in zona (feat. Young B)
Listed as Numi, Depha Beat – Spinto in zona (feat. Young B) (Ostracismo) · Watch on YouTube
youtube_video v3iKCY6bGEY · row v3iKCY6bGEY
LAION-DISCO-12M
Obiettivo
Listed as Numi, Depha Beat – Obiettivo (Falene) · Watch on YouTube
youtube_video xDs_-jEKkIM · row xDs_-jEKkIM
LAION-DISCO-12M
Placebo
Listed as Numi, Depha Beat – Placebo (Falene) · Watch on YouTube
youtube_video zCRN_tZaOxY · row zCRN_tZaOxY
LAION-DISCO-12M
Siamo salvi
Listed as Numi, Depha Beat – Siamo salvi (Siamo salvi) · Watch on YouTube
youtube_video zF4H-erHhRY · row zF4H-erHhRY
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Curly Hair Rant [Acapella Freestyle]
Clip 70s to 80s · Open clip on YouTube · Labels: Finger snapping, Vocal music
youtube_video Wp5AiCmbQjA · row balanced_train:Wp5AiCmbQjA:70:80
AudioSetbalanced_train
MusicCaps 1 videos, 1 rows
Curly Hair Rant [Acapella Freestyle]
“The low quality recording features an acapella cover of a R&B song that consists of flat female vocal singing over hand tapping sounds and snaps. The recording is mono and noisy, as it was probably recorded with a phone.”
Clip 70s to 80s · Open clip on YouTube
youtube_video Wp5AiCmbQjA · row Wp5AiCmbQjA:70:80
MusicCaps
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 0b8c679eb59245f1f7958cebf3a7b028732b558fb08b50cc7f8b102c811f519b
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.