Report Manifest built from the datasets alone

Yes. Manifest has 82 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:

Used for training and testing 1

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 Ephixa-Lost Woods Dubstep Remix {Nightcore}

Used for training 82

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 Scars, Post Azonto Blues, Fire (Remix)

Listed under the artist name 82 songs in LAION-DISCO-12M

M.anifest 81 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Scars

Listed as M.anifest – Scars (Madina to the Universe) · Watch on YouTube

youtube_video -kHOlKhMX_4 · row -kHOlKhMX_4

LAION-DISCO-12M

Post Azonto Blues

Listed as M.anifest – Post Azonto Blues (Apae: The Price of Free EP) · Watch on YouTube

youtube_video 00Rlwkzu6AA · row 00Rlwkzu6AA

LAION-DISCO-12M

Fire (Remix)

Listed as Gyidi, M.anifest – Fire (Remix) (Fire (Remix)) · Watch on YouTube

youtube_video 1totP762dks · row 1totP762dks

LAION-DISCO-12M

Too Bad (feat. M.I Abaga)

Listed as M.anifest – Too Bad (feat. M.I Abaga) (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video 1zg6CNqod2c · row 1zg6CNqod2c

LAION-DISCO-12M

Clean and Pure (feat. Patorankin)

Listed as M.anifest – Clean and Pure (feat. Patorankin) (Madina to the Universe) · Watch on YouTube

youtube_video 25msVYcQEcQ · row 25msVYcQEcQ

LAION-DISCO-12M

W'ani Aba (feat. Bisa Kdei)

Listed as M.anifest – W'ani Aba (feat. Bisa Kdei) (W'ani Aba (feat. Bisa Kdei)) · Watch on YouTube

youtube_video 2Or65hFp_3g · row 2Or65hFp_3g

LAION-DISCO-12M

Dream Killers (DJ Quest Gh Remix)

Listed as M.anifest, DJ Quest Gh, DJ Quest Gh – Dream Killers (DJ Quest Gh Remix) (Throwback GH Mix, Vol. 2) · Watch on YouTube

youtube_video 2y2ISKSMWfw · row 2y2ISKSMWfw

LAION-DISCO-12M

I Dey for U

Listed as M.anifest – I Dey for U (The Gamble) · Watch on YouTube

youtube_video 3JM7pgZzBa0 · row 3JM7pgZzBa0

LAION-DISCO-12M

Feels (feat. Kwesi Arthur)

Listed as M.anifest – Feels (feat. Kwesi Arthur) (Feels) · Watch on YouTube

youtube_video 4dv1u9F_u2A · row 4dv1u9F_u2A

LAION-DISCO-12M

Ozymandias (feat. Paapa)

Listed as M.anifest – Ozymandias (feat. Paapa) (Nowhere Cool) · Watch on YouTube

youtube_video 4vrr1X2Dbfk · row 4vrr1X2Dbfk

LAION-DISCO-12M

Travel Noir

Listed as M.anifest – Travel Noir (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video 57ebYHSCg-M · row 57ebYHSCg-M

LAION-DISCO-12M

Bob and Weave (feat. M3nsa)

Listed as M.anifest – Bob and Weave (feat. M3nsa) (Madina to the Universe) · Watch on YouTube

youtube_video 5eTIH9DmX1A · row 5eTIH9DmX1A

LAION-DISCO-12M

Invisible

Listed as M.anifest – Invisible (Nowhere Cool) · Watch on YouTube

youtube_video 5wVcNNucCcA · row 5wVcNNucCcA

LAION-DISCO-12M

1000 Ways

Listed as M.anifest – 1000 Ways (Madina to the Universe) · Watch on YouTube

youtube_video 6MvbfLBweW0 · row 6MvbfLBweW0

LAION-DISCO-12M

Nsem

Listed as BRYAN THE MENSAH, M.anifest – Nsem (Nsem) · Watch on YouTube

youtube_video 7ZFaWDuzFLk · row 7ZFaWDuzFLk

LAION-DISCO-12M

Unicorn Flow

Listed as M.anifest – Unicorn Flow (Madina to the Universe) · Watch on YouTube

youtube_video 8wdKBhimWRk · row 8wdKBhimWRk

LAION-DISCO-12M

Inaweza Haiwezi

Listed as Blinky Bill, M.anifest, Khaligraph Jones – Inaweza Haiwezi (Inaweza Haiwezi) · Watch on YouTube

youtube_video AMebhdoJ83g · row AMebhdoJ83g

LAION-DISCO-12M

Balotelli (DJ Quest Gh Remix) (feat. Jayso)

Listed as M.anifest, Jayso, DJ Quest Gh, DJ Quest Gh – Balotelli (DJ Quest Gh Remix) (feat. Jayso) (Throwback GH Mix, Vol. 2) · Watch on YouTube

youtube_video AY9uJtOdYn8 · row AY9uJtOdYn8

LAION-DISCO-12M

Right Here (feat. Paapa)

Listed as M.anifest – Right Here (feat. Paapa) (Apae: The Price of Free EP) · Watch on YouTube

youtube_video BIJ--ggLtNo · row BIJ--ggLtNo

LAION-DISCO-12M

Suffer II

Listed as M.anifest – Suffer II (Suffer II) · Watch on YouTube

youtube_video BWxf4tL6T80 · row BWxf4tL6T80

LAION-DISCO-12M

Game Over (feat. Adekunle Gold)

Listed as M.anifest – Game Over (feat. Adekunle Gold) (Madina to the Universe) · Watch on YouTube

youtube_video Blcq8kwCIrQ · row Blcq8kwCIrQ

LAION-DISCO-12M

We No Dey Hear (feat. Kelvynboy & Kel P)

Listed as M.anifest – We No Dey Hear (feat. Kelvynboy & Kel P) (We No Dey Hear) · Watch on YouTube

youtube_video D-N_W0z7LtQ · row D-N_W0z7LtQ

LAION-DISCO-12M

Goodbye (feat. Brymo)

Listed as M.anifest – Goodbye (feat. Brymo) (Nowhere Cool) · Watch on YouTube

youtube_video D5dyv4CJbzg · row D5dyv4CJbzg

LAION-DISCO-12M

Okay (feat. Worlasi)

Listed as M.anifest – Okay (feat. Worlasi) (Okay) · Watch on YouTube

youtube_video Dtesj4Zxpwc · row Dtesj4Zxpwc

LAION-DISCO-12M

Don't Follow Me (feat. Bayku & Yaa Pono)

Listed as M.anifest – Don't Follow Me (feat. Bayku & Yaa Pono) (Don't Follow Me) · Watch on YouTube

youtube_video EGh7eaqWNUs · row EGh7eaqWNUs

LAION-DISCO-12M

Believe (feat. Mugeez & Kwesta)

Listed as M.anifest – Believe (feat. Mugeez & Kwesta) (Believe) · Watch on YouTube

youtube_video F-4sJ56mD_M · row F-4sJ56mD_M

LAION-DISCO-12M

Mttu

Listed as M.anifest – Mttu (Madina to the Universe) · Watch on YouTube

youtube_video FR5ELRgeFvo · row FR5ELRgeFvo

LAION-DISCO-12M

La Vida

Listed as M.anifest – La Vida (La Vida) · Watch on YouTube

youtube_video GdaXClKUFrw · row GdaXClKUFrw

LAION-DISCO-12M

Best for You (feat. Ladipoe)

Listed as M.anifest – Best for You (feat. Ladipoe) (Madina to the Universe) · Watch on YouTube

youtube_video HDYtOGB-MiQ · row HDYtOGB-MiQ

LAION-DISCO-12M

Cucaracha (feat. Worlasi & Kojey Radical)

Listed as M.anifest – Cucaracha (feat. Worlasi & Kojey Radical) (The Gamble) · Watch on YouTube

youtube_video HOdlv3CK4Fg · row HOdlv3CK4Fg

LAION-DISCO-12M

100% (feat. Worlasi)

Listed as M.Anifest – 100% (feat. Worlasi) (100%) · Watch on YouTube

youtube_video Iq94dJHCa2A · row Iq94dJHCa2A

LAION-DISCO-12M

Someway Bi (Refix)

Listed as M.anifest – Someway Bi (Refix) (Apae: The Price of Free EP) · Watch on YouTube

youtube_video JRrgG5dLimw · row JRrgG5dLimw

LAION-DISCO-12M

Blessings

Listed as M.anifest – Blessings (Madina to the Universe) · Watch on YouTube

youtube_video M_u1RBTZhy8 · row M_u1RBTZhy8

LAION-DISCO-12M

From a Distance (feat. B4bonah)

Listed as M.anifest – From a Distance (feat. B4bonah) (The Gamble) · Watch on YouTube

youtube_video MpUJrfGveYE · row MpUJrfGveYE

LAION-DISCO-12M

No Fear (feat. Moliy)

Listed as M.anifest, VIC MENSA – No Fear (feat. Moliy) (No Fear) · Watch on YouTube

youtube_video NdI05tJMVOs · row NdI05tJMVOs

LAION-DISCO-12M

The Gamble (feat. Bayku)

Listed as M.anifest – The Gamble (feat. Bayku) (The Gamble) · Watch on YouTube

youtube_video Om8iAyUhzyY · row Om8iAyUhzyY

LAION-DISCO-12M

Someway Bi

Listed as M.anifest – Someway Bi (Apae: The Price of Free EP) · Watch on YouTube

youtube_video Q6SYqA2gexs · row Q6SYqA2gexs

LAION-DISCO-12M

Big Mad (feat. Simi)

Listed as M.anifest – Big Mad (feat. Simi) (Big Mad) · Watch on YouTube

youtube_video Qr8_b1ecixM · row Qr8_b1ecixM

LAION-DISCO-12M

GPS

Listed as M.anifest – GPS (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video RIOGwlFHuio · row RIOGwlFHuio

LAION-DISCO-12M

Mind Games

Listed as M.anifest – Mind Games (Apae: The Price of Free EP) · Watch on YouTube

youtube_video RSk_a_sohOQ · row RSk_a_sohOQ

LAION-DISCO-12M

SAY LESS RIDDIM

Listed as Tiggs Da Author, M.anifest, Turkish Dcypha – SAY LESS RIDDIM (MOREFIRE 2) · Watch on YouTube

youtube_video RfHPUYIxhG4 · row RfHPUYIxhG4

LAION-DISCO-12M

Times Square (feat. wavypae)

Listed as M.anifest – Times Square (feat. wavypae) (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video T9ZGRsVp7ic · row T9ZGRsVp7ic

LAION-DISCO-12M

Sugar (feat. Brymo)

Listed as M.anifest – Sugar (feat. Brymo) (Sugar) · Watch on YouTube

youtube_video UNmlWCANIm8 · row UNmlWCANIm8

LAION-DISCO-12M

Do My Own (feat. bigBen)

Listed as M.anifest – Do My Own (feat. bigBen) (Do My Own) · Watch on YouTube

youtube_video UTvocrUNv-g · row UTvocrUNv-g

LAION-DISCO-12M

Plenty Feelings (feat. Alee)

Listed as M.anifest – Plenty Feelings (feat. Alee) (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video VQGiY_gRWVM · row VQGiY_gRWVM

LAION-DISCO-12M

Debi Debi

Listed as M.anifest – Debi Debi (Apae: The Price of Free) · Watch on YouTube

youtube_video VSiSKi78ME0 · row VSiSKi78ME0

LAION-DISCO-12M

Be My Woman (feat. Mi Casa)

Listed as M.anifest – Be My Woman (feat. Mi Casa) (Be My Woman) · Watch on YouTube

youtube_video W7yOXdFn3Bc · row W7yOXdFn3Bc

LAION-DISCO-12M

Damn You Rafiki

Listed as M.anifest – Damn You Rafiki (Nowhere Cool) · Watch on YouTube

youtube_video WI1CAHYtROE · row WI1CAHYtROE

LAION-DISCO-12M

Big Sixes

Listed as M.anifest – Big Sixes (Apae: The Price of Free) · Watch on YouTube

youtube_video WM3fJehynJY · row WM3fJehynJY

LAION-DISCO-12M

Hand Dey Go, Hand Dey Come

Listed as M.anifest – Hand Dey Go, Hand Dey Come (Nowhere Cool) · Watch on YouTube

youtube_video Y8gFA3Q47R0 · row Y8gFA3Q47R0

LAION-DISCO-12M

Bad Design

Listed as Show Dem Camp, WurlD, M.anifest – Bad Design (Palmwine Music 3) · Watch on YouTube

youtube_video YwXtO2qoEjQ · row YwXtO2qoEjQ

LAION-DISCO-12M

Nowhere Cool

Listed as M.anifest – Nowhere Cool (Nowhere Cool) · Watch on YouTube

youtube_video ZTsipceYBu8 · row ZTsipceYBu8

LAION-DISCO-12M

Cupid's Crooked Bow (feat. Nomisupasta)

Listed as M.anifest – Cupid's Crooked Bow (feat. Nomisupasta) (Nowhere Cool) · Watch on YouTube

youtube_video Z_u8aM4z8Jg · row Z_u8aM4z8Jg

LAION-DISCO-12M

Tomorrow (feat. Burna Boy)

Listed as M.anifest – Tomorrow (feat. Burna Boy) (Tomorrow) · Watch on YouTube

youtube_video ZrC6ALc3cWI · row ZrC6ALc3cWI

LAION-DISCO-12M

Never Feel (feat. Blackway)

Listed as M.anifest – Never Feel (feat. Blackway) (Apae: The Price of Free EP) · Watch on YouTube

youtube_video _1yLNLrdOpI · row _1yLNLrdOpI

LAION-DISCO-12M

RUMOURS RIDDIM

Listed as Tiggs Da Author, M.anifest – RUMOURS RIDDIM (MOREFIRE) · Watch on YouTube

youtube_video _YdOTMVuf_k · row _YdOTMVuf_k

LAION-DISCO-12M

Time No Dey (feat. Worlasi)

Listed as M.anifest – Time No Dey (feat. Worlasi) (Nowhere Cool) · Watch on YouTube

youtube_video agH8IwEFIsQ · row agH8IwEFIsQ

LAION-DISCO-12M

Ebei (Dream Killers)

Listed as M.anifest – Ebei (Dream Killers) (Apae: The Price of Free EP) · Watch on YouTube

youtube_video bZMYC7wzoh0 · row bZMYC7wzoh0

LAION-DISCO-12M

Now Here Cool (feat. Cina Soul & Ama Ata Aidoo)

Listed as M.anifest – Now Here Cool (feat. Cina Soul & Ama Ata Aidoo) (Nowhere Cool) · Watch on YouTube

youtube_video cC08Cjl98Bs · row cC08Cjl98Bs

LAION-DISCO-12M

Tonic No Lime (Remix)

Listed as T'neeya, M.anifest – Tonic No Lime (Remix) (Tonic No Lime (Remix)) · Watch on YouTube

youtube_video d12p_REuICI · row d12p_REuICI

LAION-DISCO-12M

50 YEARS Freestyle

Listed as M.anifest – 50 YEARS Freestyle (50 Years Freestyle) · Watch on YouTube

youtube_video fFnlW4RqiJo · row fFnlW4RqiJo

LAION-DISCO-12M

Confusion

Listed as M.anifest – Confusion (Confusion) · Watch on YouTube

youtube_video fc2XTz4ZgiI · row fc2XTz4ZgiI

LAION-DISCO-12M

Simple Love

Listed as M.anifest – Simple Love (Nowhere Cool) · Watch on YouTube

youtube_video fu8icjlMOAg · row fu8icjlMOAg

LAION-DISCO-12M

Rich People Problems (feat. Tumi Molekane)

Listed as M.anifest – Rich People Problems (feat. Tumi Molekane) (Nowhere Cool) · Watch on YouTube

youtube_video guVdtiE5H0I · row guVdtiE5H0I

LAION-DISCO-12M

Back Ii My Routes

Listed as M.anifest – Back Ii My Routes (Taura Love's Picki People) · Watch on YouTube

youtube_video iU-3O1nuhsQ · row iU-3O1nuhsQ

LAION-DISCO-12M

Scorpio Flow

Listed as M.anifest – Scorpio Flow (Scorpio Flow) · Watch on YouTube

youtube_video jeA5t4KsYsg · row jeA5t4KsYsg

LAION-DISCO-12M

Azumah Nelson Flow

Listed as M.anifest – Azumah Nelson Flow (Azumah Nelson Flow) · Watch on YouTube

youtube_video l7VG1fc0ZtM · row l7VG1fc0ZtM

LAION-DISCO-12M

E No Easy (feat. Tiggs Da Author)

Listed as M.anifest – E No Easy (feat. Tiggs Da Author) (Madina to the Universe) · Watch on YouTube

youtube_video lR3kGEckVmU · row lR3kGEckVmU

LAION-DISCO-12M

B.E.A.R

Listed as M.anifest – B.E.A.R (Nowhere Cool) · Watch on YouTube

youtube_video lu9uRaE6wIg · row lu9uRaE6wIg

LAION-DISCO-12M

Singitdamnit

Listed as M.anifest – Singitdamnit (Apae: The Price of Free) · Watch on YouTube

youtube_video mJZCrOGPphE · row mJZCrOGPphE

LAION-DISCO-12M

No Shortcut to Heaven (feat. Obrafour)

Listed as M.anifest – No Shortcut to Heaven (feat. Obrafour) (Apae: The Price of Free EP) · Watch on YouTube

youtube_video ndsoFOdXL_Q · row ndsoFOdXL_Q

LAION-DISCO-12M

No Long Talk

Listed as M.anifest – No Long Talk (No Long Talk) · Watch on YouTube

youtube_video o7Pdi3Tg3T8 · row o7Pdi3Tg3T8

LAION-DISCO-12M

Rapper 101

Listed as M.anifest – Rapper 101 (Rapper 101) · Watch on YouTube

youtube_video oX1QjLAmtGY · row oX1QjLAmtGY

LAION-DISCO-12M

Weeping Clouds

Listed as M.anifest – Weeping Clouds (Madina to the Universe) · Watch on YouTube

youtube_video p92zkfjDQWM · row p92zkfjDQWM

LAION-DISCO-12M

Soul Adventurer [Forever Tree Soundtrack] (feat. Polly A)

Listed as M.Anifest – Soul Adventurer [Forever Tree Soundtrack] (feat. Polly A) (Soul Adventurer [Forever Tree Soundtrack]) · Watch on YouTube

youtube_video pG_xhF1KiWQ · row pG_xhF1KiWQ

LAION-DISCO-12M

Palm Wine & Whisky (feat. Dex Kwasi)

Listed as M.anifest – Palm Wine & Whisky (feat. Dex Kwasi) (Nowhere Cool) · Watch on YouTube

youtube_video pTX0se6Z508 · row pTX0se6Z508

LAION-DISCO-12M

Fine Fine (feat. Olamide)

Listed as M.anifest – Fine Fine (feat. Olamide) (Fine Fine) · Watch on YouTube

youtube_video waL63QxFkXU · row waL63QxFkXU

LAION-DISCO-12M

Me Ne Woa (feat. King Promise)

Listed as M.anifest – Me Ne Woa (feat. King Promise) (Me Ne Woa (feat. King Promise)) · Watch on YouTube

youtube_video xhASZblr768 · row xhASZblr768

LAION-DISCO-12M

Ohemaa (feat. Moelogo)

Listed as M.anifest – Ohemaa (feat. Moelogo) (The Gamble) · Watch on YouTube

youtube_video yJawNguPJeY · row yJawNguPJeY

LAION-DISCO-12M

Wussup (feat. Anik Khan)

Listed as M.anifest – Wussup (feat. Anik Khan) (Madina to the Universe: The E.P.Ilogue) · Watch on YouTube

youtube_video yc6si4lVwMU · row yc6si4lVwMU

LAION-DISCO-12M

Forget Dem

Listed as M.anifest – Forget Dem (Forget Dem) · Watch on YouTube

youtube_video ztw__4DCQv0 · row ztw__4DCQv0

LAION-DISCO-12M

Manifest 1 songs

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Red Dead

Listed as Manifest, Polo G, Calboy – Red Dead (Red Dead) · Watch on YouTube

youtube_video bsZ81mr-DCM · row bsZ81mr-DCM

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Ephixa-Lost Woods Dubstep Remix {Nightcore}

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video OCBk_7pHA88 · row unbalanced_train:OCBk_7pHA88:30:40

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.

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.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
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.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
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.
- Music Business Worldwide: Warner Music Group settles with Suno, 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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/manifest-yt_UCFFsM3AzgCf8PG0Ln4XsFeQ

Provenance

JSON export SHA-256 3dd8619114f47190d3413b65a959d64a7fd82d8fb7a2e68db8a385a567222a04

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.