Report NPR Music built from the datasets alone
This page only knows about the videos the datasets list. To check every upload on the channel:
videos 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 Nathaniel Rateliff & The Night Sweats: NPR Music Tiny Desk Concerts, Pedro Soler and Gaspar Claus: NPR Music Tiny Desk Concert, Canadian Brass: NPR Music Tiny Desk Concert
videos 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 Edmar Castaneda: NPR Music Tiny Desk Concert, The Wild Reeds: NPR Music Tiny Desk Concert, Red Baraat: NPR Music Tiny Desk Concert
Clip 410s to 420s · Open clip on YouTube · Labels: Country, Music
youtube_video 8KUV2TFTpGo · row balanced_train:8KUV2TFTpGo:410:420
AudioSetbalanced_train
Clip 210s to 220s · Open clip on YouTube · Labels: Cello, Double bass, Bowed string instrument
youtube_video ZpnEn0A4ogc · row balanced_train:ZpnEn0A4ogc:210:220
AudioSetbalanced_train
Clip 150s to 160s · Open clip on YouTube · Labels: Brass instrument, French horn, Trombone, Trumpet
youtube_video -l-E3kyNcag · row eval:-l-E3kyNcag:150:160
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Traditional music, Music
youtube_video 0SNhAKyXtC8 · row eval:0SNhAKyXtC8:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Jazz, Music
youtube_video 0TiEO149Ydc · row eval:0TiEO149Ydc:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Wedding music
youtube_video 0kQD1P0_KUs · row eval:0kQD1P0_KUs:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Cello, Double bass, Bowed string instrument
youtube_video 2ZNKLUHeJtg · row eval:2ZNKLUHeJtg:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Field recording
youtube_video k-89m72W0j8 · row eval:k-89m72W0j8:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Field recording, Speech
youtube_video lZX6QTtyoJs · row eval:lZX6QTtyoJs:30:40
AudioSeteval
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video -BE-MOHKO-M · row unbalanced_train:-BE-MOHKO-M:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video -JLasQ_iMbA · row unbalanced_train:-JLasQ_iMbA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video -Q9uIhuvUKc · row unbalanced_train:-Q9uIhuvUKc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video -jWBOgn8xJQ · row unbalanced_train:-jWBOgn8xJQ:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video -lqN-gGulJs · row unbalanced_train:-lqN-gGulJs:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video -qryg2q3lUs · row unbalanced_train:-qryg2q3lUs:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 0QlksrDwpDc · row unbalanced_train:0QlksrDwpDc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 0lNFHD0lUAQ · row unbalanced_train:0lNFHD0lUAQ:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 0mzjL5147i4 · row unbalanced_train:0mzjL5147i4:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video 118zckalkJ0 · row unbalanced_train:118zckalkJ0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 11po9xKBsbw · row unbalanced_train:11po9xKBsbw:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Soul music
youtube_video 19FnFxiQmKc · row unbalanced_train:19FnFxiQmKc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 1GERpV6cT6E · row unbalanced_train:1GERpV6cT6E:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video 1tcNmAuVU5A · row unbalanced_train:1tcNmAuVU5A:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 20XhDSMmalA · row unbalanced_train:20XhDSMmalA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 20YW07z9dFM · row unbalanced_train:20YW07z9dFM:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 2AChGszRGwI · row unbalanced_train:2AChGszRGwI:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 2BZSvAsmMXg · row unbalanced_train:2BZSvAsmMXg:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Exciting music
youtube_video 2I_I4oQlytY · row unbalanced_train:2I_I4oQlytY:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Blues, Music
youtube_video 2W6zaNnahmI · row unbalanced_train:2W6zaNnahmI:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 2yxU-_md2hE · row unbalanced_train:2yxU-_md2hE:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Blues, Music
youtube_video 34bgjdQRjIM · row unbalanced_train:34bgjdQRjIM:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Percussion
youtube_video 3EDGt5l5_20 · row unbalanced_train:3EDGt5l5_20:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Pop music
youtube_video 3PwoKpsAYsg · row unbalanced_train:3PwoKpsAYsg:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 3XyKhTwk9X8 · row unbalanced_train:3XyKhTwk9X8:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 3sjttfJagIs · row unbalanced_train:3sjttfJagIs:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 4-v1CKP4khE · row unbalanced_train:4-v1CKP4khE:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 4KbPdFZ24F4 · row unbalanced_train:4KbPdFZ24F4:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 4bFlkyWkhqA · row unbalanced_train:4bFlkyWkhqA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Independent music
youtube_video 4ul6kP887xA · row unbalanced_train:4ul6kP887xA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video 5EkdIaEDOt0 · row unbalanced_train:5EkdIaEDOt0:30:40
AudioSetunbalanced_train
Clip 6s to 16s · Open clip on YouTube · Labels: Music, Speech
youtube_video 5uRrc0s66M0 · row unbalanced_train:5uRrc0s66M0:6:16
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 7R35_SvWFKY · row unbalanced_train:7R35_SvWFKY:30:40
AudioSetunbalanced_train
Clip 150s to 160s · Open clip on YouTube · Labels: Singing, Music, Rock and roll
youtube_video 7bK8hmhfIrQ · row unbalanced_train:7bK8hmhfIrQ:150:160
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 7d2mC9zDkKE · row unbalanced_train:7d2mC9zDkKE:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 8XxFbJcswQk · row unbalanced_train:8XxFbJcswQk:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video 9-6HuhobAA4 · row unbalanced_train:9-6HuhobAA4:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 9ZjeheDR3tA · row unbalanced_train:9ZjeheDR3tA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 9_FL_Vc3yZU · row unbalanced_train:9_FL_Vc3yZU:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video 9w_5vRPBxQc · row unbalanced_train:9w_5vRPBxQc:30:40
AudioSetunbalanced_train
Clip 230s to 240s · Open clip on YouTube · Labels: Pizzicato
youtube_video ANcC5sCCVEc · row unbalanced_train:ANcC5sCCVEc:230:240
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video Atzfe-JM1V4 · row unbalanced_train:Atzfe-JM1V4:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video BDUwGCHA2b0 · row unbalanced_train:BDUwGCHA2b0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video C3ObuAlunYc · row unbalanced_train:C3ObuAlunYc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video CJvKxdcoHBE · row unbalanced_train:CJvKxdcoHBE:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Grunge
youtube_video EJVc80fJvyA · row unbalanced_train:EJVc80fJvyA:30:40
AudioSetunbalanced_train
Clip 100s to 110s · Open clip on YouTube · Labels: Singing, Music of Asia, Music
youtube_video FWOxxoc1W-4 · row unbalanced_train:FWOxxoc1W-4:100:110
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video Gwg8jwST1go · row unbalanced_train:Gwg8jwST1go:30:40
AudioSetunbalanced_train
Clip 210s to 220s · Open clip on YouTube · Labels: Music
youtube_video I3TqfTAoOxw · row unbalanced_train:I3TqfTAoOxw:210:220
AudioSetunbalanced_train
Clip 280s to 290s · Open clip on YouTube · Labels: Afrobeat, Music of Africa, Music, Musical instrument
youtube_video IIlgjOCxhLQ · row unbalanced_train:IIlgjOCxhLQ:280:290
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video J8QBpfCSlLE · row unbalanced_train:J8QBpfCSlLE:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video MWYwQIMSDC0 · row unbalanced_train:MWYwQIMSDC0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video MblwN8Zt5hg · row unbalanced_train:MblwN8Zt5hg:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video OL-aURUcufg · row unbalanced_train:OL-aURUcufg:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Christmas music, Music, Speech
youtube_video Ox_s09dEsQ0 · row unbalanced_train:Ox_s09dEsQ0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Cello, Double bass, Bowed string instrument
youtube_video PatkcLn3NSk · row unbalanced_train:PatkcLn3NSk:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video Sn9aOq9aJ3w · row unbalanced_train:Sn9aOq9aJ3w:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video SqWYzZn0lJw · row unbalanced_train:SqWYzZn0lJw:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video SsjeX2WIfHc · row unbalanced_train:SsjeX2WIfHc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video SyETsd-rKP8 · row unbalanced_train:SyETsd-rKP8:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Flamenco, Music, Speech
youtube_video V-_oUY7t3yQ · row unbalanced_train:V-_oUY7t3yQ:30:40
AudioSetunbalanced_train
Clip 120s to 130s · Open clip on YouTube · Labels: Harp, Music, Musical instrument, Plucked string instrument
youtube_video Vc4iluNVwNY · row unbalanced_train:Vc4iluNVwNY:120:130
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video VnuBD7oba_w · row unbalanced_train:VnuBD7oba_w:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech
youtube_video WjOeJ0vih1o · row unbalanced_train:WjOeJ0vih1o:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video WkYCtvy8CQw · row unbalanced_train:WkYCtvy8CQw:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Acoustic guitar, Music
youtube_video aHJPMWtJmRM · row unbalanced_train:aHJPMWtJmRM:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Acoustic guitar, Music, Speech
youtube_video beILmAQdEqM · row unbalanced_train:beILmAQdEqM:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video c_RLDyJRWaI · row unbalanced_train:c_RLDyJRWaI:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video dI0F2Ru3S2E · row unbalanced_train:dI0F2Ru3S2E:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video evIq3vK2t18 · row unbalanced_train:evIq3vK2t18:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video jaaQSxUOwC0 · row unbalanced_train:jaaQSxUOwC0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video lJN9GzYilg0 · row unbalanced_train:lJN9GzYilg0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video lytgDpIs4Sk · row unbalanced_train:lytgDpIs4Sk:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Exciting music
youtube_video mKJG57qnYdc · row unbalanced_train:mKJG57qnYdc:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video mMCPprbi404 · row unbalanced_train:mMCPprbi404:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Choir
youtube_video niHNuc0uxIE · row unbalanced_train:niHNuc0uxIE:30:40
AudioSetunbalanced_train
Clip 130s to 140s · Open clip on YouTube · Labels: Music
youtube_video ppDcuEyNoIU · row unbalanced_train:ppDcuEyNoIU:130:140
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Rhythm and blues
youtube_video qpb4zlpp9xw · row unbalanced_train:qpb4zlpp9xw:30:40
AudioSetunbalanced_train
Clip 170s to 180s · Open clip on YouTube · Labels: Acoustic guitar, Music
youtube_video sIdRsY5HJGw · row unbalanced_train:sIdRsY5HJGw:170:180
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Violin, fiddle, Speech
youtube_video uw8YI7hoGW8 · row unbalanced_train:uw8YI7hoGW8:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video v6R9H84koxs · row unbalanced_train:v6R9H84koxs:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video vXUznxv0qF0 · row unbalanced_train:vXUznxv0qF0:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video w_dyejCfGVs · row unbalanced_train:w_dyejCfGVs:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Jazz, Music
youtube_video ydCq-loae1o · row unbalanced_train:ydCq-loae1o:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music, Trumpet, Speech
youtube_video yxnpnfcmueA · row unbalanced_train:yxnpnfcmueA:30:40
AudioSetunbalanced_train
Clip 30s to 40s · Open clip on YouTube · Labels: Music
youtube_video z1Lh06y6Z1Q · row unbalanced_train:z1Lh06y6Z1Q:30:40
AudioSetunbalanced_train
“Someone is playing a harp making use of the full register. A bassline, a melody is the mid range and high repetitive note. The whole composition sounds oriental due to a lot of half notes. This song may be playing at a live concert.”
Clip 30s to 40s · Open clip on YouTube
youtube_video 0SNhAKyXtC8 · row 0SNhAKyXtC8:30:40
MusicCaps
“The low quality recording features a live performance of an Alternative/Indie song and it consists of passionate female vocal singing over acoustic guitar strummed chord and wooden percussive element. The recording is noisy and the vocal is slightly moving throughout the stereo image making it unbalanced. It sounds passionate and emotional.”
Clip 30s to 40s · Open clip on YouTube
youtube_video 0TiEO149Ydc · row 0TiEO149Ydc:30:40
MusicCaps
“The song is an instrumental with male vocalists cheering enthusiastically . The tempo is medium fast with a trombone and trumpet playing percussively and an Indian dhol playing percussively. The song is cheerful and energetic. The song is a traditional Indian folk style called Punjabi Bhangra music. The song has poor audio quality.”
Clip 30s to 40s · Open clip on YouTube
youtube_video 0kQD1P0_KUs · row 0kQD1P0_KUs:30:40
MusicCaps
“This is a live acoustic performance of a folk rock music piece. There are male vocals singing melodically in the lead. The melody consists of a wide range of elements such as the acoustic guitar, the bass guitar, the piano and the saxophone. The acoustic drums are being played with brushes in the rhythmic background. The atmosphere is easygoing and joyful. This piece could be playing in the soundtrack of a feelgood movie during a road trip scene.”
Clip 410s to 420s · Open clip on YouTube
youtube_video 8KUV2TFTpGo · row 8KUV2TFTpGo:410:420
MusicCaps
“The Low Quality recording features a person trying to tune an acoustic guitar and background nature ambient sounds that include birds chirping, distant and unclear chatting and wind blowing sounds. You could tell that it is low quality by the amount of noise in the recording.”
Clip 30s to 40s · Open clip on YouTube
youtube_video k-89m72W0j8 · row k-89m72W0j8:30:40
MusicCaps
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.
3 routes. None is a guarantee.
JSON export SHA-256 2847a04f12056ce52bf7660ef1ddcbb84f34b7ee11bad15cd74ea99e9d6bea10
| 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.