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 掌上明珠 - Janet 唱的
Report Dorcas built from the datasets alone
Yes. Dorcas has 44 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 Urwan'intambara nziza, Umukiza wacu ashobora, Ugendane nanjye - Papi Clever & Dorcas
Listed under the artist name 44 songs in LAION-DISCO-12M
Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.
Urwan'intambara nziza
Listed as Papi Clever, Dorcas – Urwan'intambara nziza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video -fiym67mE1w · row -fiym67mE1w
LAION-DISCO-12M
Umukiza wacu ashobora
Listed as Papi Clever, Dorcas – Umukiza wacu ashobora (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video 0jI_TdRAzCA · row 0jI_TdRAzCA
LAION-DISCO-12M
Ugendane nanjye - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Ugendane nanjye - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video 3LQp1mAdz7I · row 3LQp1mAdz7I
LAION-DISCO-12M
Ubugingo bwacu - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Ubugingo bwacu - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video 72LZ_OXHagQ · row 72LZ_OXHagQ
LAION-DISCO-12M
Bibwire Yesu
Listed as Papi Clever, Dorcas – Bibwire Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video 8yizMrCgR-4 · row 8yizMrCgR-4
LAION-DISCO-12M
Mbeshwaho no kwizera Yesu
Listed as Papi Clever, Dorcas – Mbeshwaho no kwizera Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video 922oGdBECJ4 · row 922oGdBECJ4
LAION-DISCO-12M
Wasize ubwiza
Listed as Papi Clever, Dorcas – Wasize ubwiza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video BNKxp3ZIBYI · row BNKxp3ZIBYI
LAION-DISCO-12M
Nari mboshywe rwose
Listed as Papi Clever, Dorcas – Nari mboshywe rwose (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video BoP2A_OUgik · row BoP2A_OUgik
LAION-DISCO-12M
Amahoro Yesu aha abantu be
Listed as Papi Clever, Dorcas – Amahoro Yesu aha abantu be (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video Ey6NHg9spHY · row Ey6NHg9spHY
LAION-DISCO-12M
Kwizera Kristo
Listed as Papi Clever, Dorcas – Kwizera Kristo (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video FXSnkEleeWg · row FXSnkEleeWg
LAION-DISCO-12M
Mureb'urukundo
Listed as Papi Clever, Dorcas – Mureb'urukundo (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video GHpkpYf-Y5Q · row GHpkpYf-Y5Q
LAION-DISCO-12M
Twarabatuwe rwose
Listed as Papi Clever, Dorcas – Twarabatuwe rwose (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video INiYZZxZS7Y · row INiYZZxZS7Y
LAION-DISCO-12M
Dor'ibendera ya Yesu
Listed as Papi Clever, Dorcas – Dor'ibendera ya Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video KYrc0xKOyds · row KYrc0xKOyds
LAION-DISCO-12M
Nzaririmba igitangaza
Listed as Papi Clever, Dorcas – Nzaririmba igitangaza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video LThn0jA_q-0 · row LThn0jA_q-0
LAION-DISCO-12M
Munsi y'umusaraba
Listed as Papi Clever, Dorcas – Munsi y'umusaraba (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video ND__jORkW74 · row ND__jORkW74
LAION-DISCO-12M
Ni Yesu wangize
Listed as Papi Clever, Dorcas – Ni Yesu wangize (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video NmLEUTeE_ek · row NmLEUTeE_ek
LAION-DISCO-12M
Mu ijuru imbere y'Imana
Listed as Papi Clever, Dorcas – Mu ijuru imbere y'Imana (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video POioqiWVi-I · row POioqiWVi-I
LAION-DISCO-12M
Bara iyo migisha
Listed as Papi Clever, Dorcas – Bara iyo migisha (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video RnwUHJUTZL4 · row RnwUHJUTZL4
LAION-DISCO-12M
Yesu ni wowe - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Yesu ni wowe - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video SvULHKNnmlI · row SvULHKNnmlI
LAION-DISCO-12M
Ai Mana y'ukuri - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Ai Mana y'ukuri - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video UiDdBvMUkkg · row UiDdBvMUkkg
LAION-DISCO-12M
Hafi y'umusaraba
Listed as Papi Clever, Dorcas – Hafi y'umusaraba (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video XRTKgyOV04E · row XRTKgyOV04E
LAION-DISCO-12M
Nihehe abizera - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Nihehe abizera - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video Y70tZ58iz48 · row Y70tZ58iz48
LAION-DISCO-12M
Umukiza abe hamwe namwe
Listed as Papi Clever, Dorcas – Umukiza abe hamwe namwe (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video YfSEIQTJHNQ · row YfSEIQTJHNQ
LAION-DISCO-12M
Umwami wacu Yesu
Listed as Papi Clever, Dorcas – Umwami wacu Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video Ynk9OWCSqjk · row Ynk9OWCSqjk
LAION-DISCO-12M
Nasezeranije guhora
Listed as Papi Clever, Dorcas – Nasezeranije guhora (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video Z1NM_scMzl8 · row Z1NM_scMzl8
LAION-DISCO-12M
Kubana na Yesu - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Kubana na Yesu - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video Zd84dX2mtec · row Zd84dX2mtec
LAION-DISCO-12M
Wa mutima wanjye we
Listed as Papi Clever, Dorcas – Wa mutima wanjye we (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video _hNpCjCU85o · row _hNpCjCU85o
LAION-DISCO-12M
Ubuntu bw'Imana
Listed as Papi Clever, Dorcas – Ubuntu bw'Imana (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video _ls346UHPjw · row _ls346UHPjw
LAION-DISCO-12M
Yesu Ndamukunda
Listed as Papi Clever, Dorcas – Yesu Ndamukunda (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video bhs2wxpuV4A · row bhs2wxpuV4A
LAION-DISCO-12M
Nimuze ngabo za Yesu
Listed as Papi Clever, Dorcas – Nimuze ngabo za Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video dvjNPFFyx_U · row dvjNPFFyx_U
LAION-DISCO-12M
Icyampa ukanyikorerera - Papi Clever
Listed as Papi Clever, Dorcas – Icyampa ukanyikorerera - Papi Clever (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video eKmB35Hz-mE · row eKmB35Hz-mE
LAION-DISCO-12M
Urukundo rw'umukiza
Listed as Papi Clever, Dorcas – Urukundo rw'umukiza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video hRLjN2xZ0Mo · row hRLjN2xZ0Mo
LAION-DISCO-12M
Mwami wakomeretse
Listed as Papi Clever, Dorcas – Mwami wakomeretse (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video joy6WmZpo4g · row joy6WmZpo4g
LAION-DISCO-12M
Murinzi we
Listed as Papi Clever, Dorcas – Murinzi we (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video lEhD91dqf68 · row lEhD91dqf68
LAION-DISCO-12M
Unjy'imbere
Listed as Papi Clever, Dorcas – Unjy'imbere (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video lTD90yqSr6w · row lTD90yqSr6w
LAION-DISCO-12M
Imbabazi z'umukiza
Listed as Papi Clever, Dorcas – Imbabazi z'umukiza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video r__WeQl9ywo · row r__WeQl9ywo
LAION-DISCO-12M
Iyo ntinye ko kwizera
Listed as Papi Clever, Dorcas – Iyo ntinye ko kwizera (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video tF0mBG7Z5AI · row tF0mBG7Z5AI
LAION-DISCO-12M
Amakuru y'umurwa - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Amakuru y'umurwa - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video tTWjrcxP-_0 · row tTWjrcxP-_0
LAION-DISCO-12M
Nshatse kugukurikira
Listed as Papi Clever, Dorcas – Nshatse kugukurikira (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video tfAfta3UxIs · row tfAfta3UxIs
LAION-DISCO-12M
Urukundo ruhebuje
Listed as Papi Clever, Dorcas – Urukundo ruhebuje (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video uAuimuqorHo · row uAuimuqorHo
LAION-DISCO-12M
Dor'isi ukuntu ikwifuza
Listed as Papi Clever, Dorcas – Dor'isi ukuntu ikwifuza (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video w6Fyq84JVIk · row w6Fyq84JVIk
LAION-DISCO-12M
Twemezwa n'iki - Papi Clever & Dorcas
Listed as Papi Clever, Dorcas – Twemezwa n'iki - Papi Clever & Dorcas (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video wrsJyz-wSfo · row wrsJyz-wSfo
LAION-DISCO-12M
Ni igihe gito
Listed as Papi Clever, Dorcas – Ni igihe gito (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video yTjPfO6kTkc · row yTjPfO6kTkc
LAION-DISCO-12M
Nkunda kwizigira Yesu
Listed as Papi Clever, Dorcas – Nkunda kwizigira Yesu (Indirimbo zo mu gitabo) · Watch on YouTube
youtube_video yoxsaAn5dSE · row yoxsaAn5dSE
LAION-DISCO-12M
AudioSet 1 videos, 1 rows
掌上明珠 - Janet 唱的
Clip 190s to 200s · Open clip on YouTube · Labels: Singing, Music, Female singing
youtube_video wbgdxRHusBY · row unbalanced_train:wbgdxRHusBY: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 56405f6b89c0f51b156aa6cba1ca3d38b4865bb4b8472e1c7b40c3c9c0941d82
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.