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 Bell X1 - Out Of Love [AUDIO]
Report Ozzy Music built from the datasets alone
Yes. Ozzy Music has 49 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 Mambale, Nandi, Akunama (feat. Chatu)
Listed under the artist name 49 songs in LAION-DISCO-12M
Ozzy 45 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Mambale
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Mambale (General Eyes) · Watch on YouTube
youtube_video -Uvp3ftv150 · row -Uvp3ftv150
LAION-DISCO-12M
Nandi
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nandi (General Eyes) · Watch on YouTube
youtube_video 0tpquByWe68 · row 0tpquByWe68
LAION-DISCO-12M
Akunama (feat. Chatu)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Akunama (feat. Chatu) (Kobili) · Watch on YouTube
youtube_video 1dnCcZVqY-s · row 1dnCcZVqY-s
LAION-DISCO-12M
Osanibisa
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Osanibisa (General Eyes) · Watch on YouTube
youtube_video 21zGopPvy14 · row 21zGopPvy14
LAION-DISCO-12M
Tibwezane
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Tibwezane (General Eyes) · Watch on YouTube
youtube_video 2bv6JWh5bgc · row 2bv6JWh5bgc
LAION-DISCO-12M
Konkha Kazuba
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Konkha Kazuba (General Eyes) · Watch on YouTube
youtube_video 4HNCXadQb5g · row 4HNCXadQb5g
LAION-DISCO-12M
Chino Chalo
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Chino Chalo (The General) · Watch on YouTube
youtube_video 4idO8Kj4Uvg · row 4idO8Kj4Uvg
LAION-DISCO-12M
Chimutengo
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Chimutengo (Trilogy) · Watch on YouTube
youtube_video 5EmNyt-LSRY · row 5EmNyt-LSRY
LAION-DISCO-12M
Tota Kumanja (feat. TY2)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Tota Kumanja (feat. TY2) (The General) · Watch on YouTube
youtube_video 6Yykjd-lAjI · row 6Yykjd-lAjI
LAION-DISCO-12M
Pammene Pamene
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Pammene Pamene (General Eyes) · Watch on YouTube
youtube_video A1C1pNAgJc8 · row A1C1pNAgJc8
LAION-DISCO-12M
Potential (Remix)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Potential (Remix) (Trilogy) · Watch on YouTube
youtube_video E20q_iIMzyk · row E20q_iIMzyk
LAION-DISCO-12M
Nikukonda
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nikukonda (Trilogy) · Watch on YouTube
youtube_video FpRHu4kU5ZU · row FpRHu4kU5ZU
LAION-DISCO-12M
If Only
Listed as Ozzy, Chali ‘Bravo’ Mulalami – If Only (Trilogy) · Watch on YouTube
youtube_video Jj1Hojp6hiA · row Jj1Hojp6hiA
LAION-DISCO-12M
Osalila (feat. Hamoba)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Osalila (feat. Hamoba) (The General) · Watch on YouTube
youtube_video LGXdSXTEQc4 · row LGXdSXTEQc4
LAION-DISCO-12M
It's Gone Be Ok
Listed as Ozzy, Chali ‘Bravo’ Mulalami – It's Gone Be Ok (General Eyes) · Watch on YouTube
youtube_video QCfbcHdQvtc · row QCfbcHdQvtc
LAION-DISCO-12M
Potential
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Potential (Trilogy) · Watch on YouTube
youtube_video RfgQjd-xaH4 · row RfgQjd-xaH4
LAION-DISCO-12M
Nipeleke (feat. Joe Chibangu)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nipeleke (feat. Joe Chibangu) (General Eyes) · Watch on YouTube
youtube_video V1ZN9Use5SQ · row V1ZN9Use5SQ
LAION-DISCO-12M
Niliye Mau (feat. Roberto)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Niliye Mau (feat. Roberto) (Kobili) · Watch on YouTube
youtube_video V9YRLq59PZQ · row V9YRLq59PZQ
LAION-DISCO-12M
Nichani (feat. TY2)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nichani (feat. TY2) (The General) · Watch on YouTube
youtube_video VQI1ab6MxHM · row VQI1ab6MxHM
LAION-DISCO-12M
Niwe Natemwa
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Niwe Natemwa (Trilogy) · Watch on YouTube
youtube_video YN7JX4RIFIY · row YN7JX4RIFIY
LAION-DISCO-12M
Kulibe Wina
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Kulibe Wina (The General) · Watch on YouTube
youtube_video YrLamMrCIX8 · row YrLamMrCIX8
LAION-DISCO-12M
Leka Nikupeleke
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Leka Nikupeleke (Kobili) · Watch on YouTube
youtube_video ZXgqFsDc0ms · row ZXgqFsDc0ms
LAION-DISCO-12M
Ah Phiri
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Ah Phiri (The General) · Watch on YouTube
youtube_video ao2iAEIk5E8 · row ao2iAEIk5E8
LAION-DISCO-12M
Laka
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Laka (The General) · Watch on YouTube
youtube_video bOcbq6u85ZY · row bOcbq6u85ZY
LAION-DISCO-12M
Nga Nine
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nga Nine (Trilogy) · Watch on YouTube
youtube_video cZvq6RMvfuM · row cZvq6RMvfuM
LAION-DISCO-12M
General Eyes (Intro)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – General Eyes (Intro) (General Eyes) · Watch on YouTube
youtube_video crzhhwt16pU · row crzhhwt16pU
LAION-DISCO-12M
Tiza Nkala Bonse
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Tiza Nkala Bonse (The General) · Watch on YouTube
youtube_video d4v_IrgpCjs · row d4v_IrgpCjs
LAION-DISCO-12M
Timu Imbile
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Timu Imbile (The General) · Watch on YouTube
youtube_video eV-V0bUalBY · row eV-V0bUalBY
LAION-DISCO-12M
I need A Girl (feat. Radio and Weasle)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – I need A Girl (feat. Radio and Weasle) (Kobili) · Watch on YouTube
youtube_video e_CBMS1tFWE · row e_CBMS1tFWE
LAION-DISCO-12M
Siniwala
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Siniwala (Kobili) · Watch on YouTube
youtube_video euU3tSIJIgM · row euU3tSIJIgM
LAION-DISCO-12M
Wenye
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Wenye (The General) · Watch on YouTube
youtube_video fBHVCzKW_s0 · row fBHVCzKW_s0
LAION-DISCO-12M
Makin Me High
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Makin Me High (The General) · Watch on YouTube
youtube_video gU3x-D7DWUM · row gU3x-D7DWUM
LAION-DISCO-12M
Kuti Sindiwe
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Kuti Sindiwe (Trilogy) · Watch on YouTube
youtube_video hK9XJlRAysY · row hK9XJlRAysY
LAION-DISCO-12M
Muzimbe
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Muzimbe (Trilogy) · Watch on YouTube
youtube_video kbRpx0zDfqw · row kbRpx0zDfqw
LAION-DISCO-12M
Chanda
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Chanda (General Eyes) · Watch on YouTube
youtube_video nbiw85H7rdo · row nbiw85H7rdo
LAION-DISCO-12M
One Day Akabwela
Listed as Ozzy, Chali ‘Bravo’ Mulalami – One Day Akabwela (Kobili) · Watch on YouTube
youtube_video o9Q9QWFFjVE · row o9Q9QWFFjVE
LAION-DISCO-12M
Budum Budum
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Budum Budum (General Eyes) · Watch on YouTube
youtube_video od9K-p-XoJ4 · row od9K-p-XoJ4
LAION-DISCO-12M
Title Deeds
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Title Deeds (Trilogy) · Watch on YouTube
youtube_video qz6cmEQ6C6A · row qz6cmEQ6C6A
LAION-DISCO-12M
Nimusanga (feat. K Millian)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nimusanga (feat. K Millian) (General Eyes) · Watch on YouTube
youtube_video raMsbctxdiA · row raMsbctxdiA
LAION-DISCO-12M
Kobili
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Kobili (Kobili) · Watch on YouTube
youtube_video tufSJA_ZBD4 · row tufSJA_ZBD4
LAION-DISCO-12M
Baby (feat. Hamoba)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Baby (feat. Hamoba) (The General) · Watch on YouTube
youtube_video u-NcEuH8I58 · row u-NcEuH8I58
LAION-DISCO-12M
It's Not Fair
Listed as Ozzy, Chali ‘Bravo’ Mulalami – It's Not Fair (Kobili) · Watch on YouTube
youtube_video uNKAzqIYgI4 · row uNKAzqIYgI4
LAION-DISCO-12M
Take My Heart (feat. Radio and Weasle)
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Take My Heart (feat. Radio and Weasle) (Kobili) · Watch on YouTube
youtube_video x25p7jcBwpo · row x25p7jcBwpo
LAION-DISCO-12M
Nizachita Vonse
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Nizachita Vonse (The General) · Watch on YouTube
youtube_video x8e_atbGQ7g · row x8e_atbGQ7g
LAION-DISCO-12M
Mwene Nikukondela
Listed as Ozzy, Chali ‘Bravo’ Mulalami – Mwene Nikukondela (Trilogy) · Watch on YouTube
youtube_video yW9cesQ2fVY · row yW9cesQ2fVY
LAION-DISCO-12M
ozzy 3 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
буллинг
Listed as curly, ozzy – буллинг (буллинг) · Watch on YouTube
youtube_video 9SpddujvWxk · row 9SpddujvWxk
LAION-DISCO-12M
Ozzilators
Listed as GMS, Ozzy, Legohead – Ozzilators (Ozzilators) · Watch on YouTube
youtube_video J4xHCYDwAEk · row J4xHCYDwAEk
LAION-DISCO-12M
Imaginary Headphones
Listed as Eskimo, Legohead, Ozzy – Imaginary Headphones (A Pinch of Psychedelic) · Watch on YouTube
youtube_video oPYOg9BLGk4 · row oPYOg9BLGk4
LAION-DISCO-12M
Ozzy 1 songs
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Malmö København
Listed as AMRO, Ozzy, No Stress – Malmö København (Malmö København) · Watch on YouTube
youtube_video p8ltcrSiqW0 · row p8ltcrSiqW0
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
Bell X1 - Out Of Love [AUDIO]
Clip 190s to 200s · Open clip on YouTube · Labels: Music, Vocal music
youtube_video nvXG_QxCzGM · row unbalanced_train:nvXG_QxCzGM:190:200
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 3e5b1ff693b73d10a43dd652ff1a63d748193cba741f0bf6096eb124128c8379
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.