Report Tracy A. Willis built from the datasets alone

Yes. Tracy A. Willis has 11 videos listed in datasets used to train and test AI models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 11

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 Mint Condition, Walk On, Pentatonix, Evolution of Music, Queen Latifah, Simply Beautiful with Background Singers Reprise

AudioSet 11 videos, 11 rows

Mint Condition, Walk On

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video 2svN5gdOxGM · row unbalanced_train:2svN5gdOxGM:30:40

AudioSetunbalanced_train

Pentatonix, Evolution of Music

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

youtube_video 442CEZvIerY · row unbalanced_train:442CEZvIerY:30:40

AudioSetunbalanced_train

Queen Latifah, Simply Beautiful with Background Singers Reprise

Clip 260s to 270s · Open clip on YouTube · Labels: Singing, Music, Musical instrument, Whoop

youtube_video R4TpTj4XpD8 · row unbalanced_train:R4TpTj4XpD8:260:270

AudioSetunbalanced_train

Sheila E., Percussion Solo (2010 Long Beach Jazz Festival)

Clip 30s to 40s · Open clip on YouTube · Labels: Wood block, Jazz, Music, Speech, Percussion

youtube_video VJrKq9XngfM · row unbalanced_train:VJrKq9XngfM:30:40

AudioSetunbalanced_train

New Edition, Mr. Telephone Man

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video ifR5M1139w4 · row unbalanced_train:ifR5M1139w4:30:40

AudioSetunbalanced_train

New Edition, You're Not My Kind of Girl

Clip 50s to 60s · Open clip on YouTube · Labels: Singing, Music, Orchestra

youtube_video kHzp87YMNaM · row unbalanced_train:kHzp87YMNaM:50:60

AudioSetunbalanced_train

Chrisette Michele, A Couple of Forevers

Clip 150s to 160s · Open clip on YouTube · Labels: Singing, Crowd, Music

youtube_video lMGbbPlR1yo · row unbalanced_train:lMGbbPlR1yo:150:160

AudioSetunbalanced_train

Kem, Inside (Reprise)

Clip 440s to 450s · Open clip on YouTube · Labels: Drum, Drum kit, Music, Musical instrument, Rhythm and blues, Speech, Inside, large room or hall

youtube_video m2tlKX4NbL8 · row unbalanced_train:m2tlKX4NbL8:440:450

AudioSetunbalanced_train

Lionel Richie, Zoom

Clip 0s to 10s · Open clip on YouTube · Labels: Pop music

youtube_video mzgOAAAj8sw · row unbalanced_train:mzgOAAAj8sw:0:10

AudioSetunbalanced_train

Babyface, Whip Appeal

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Speech

youtube_video oW8eVnDGNO4 · row unbalanced_train:oW8eVnDGNO4:30:40

AudioSetunbalanced_train

En Vogue, Don't Go

Clip 40s to 50s · Open clip on YouTube · Labels: Singing, Music

youtube_video uYeV2EVYwCk · row unbalanced_train:uYeV2EVYwCk:40:50

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/tracy-a-willis-yt_UCizrI5ISPFeHpXHBX1F5DKQ

Provenance

JSON export SHA-256 69d2339eef4bb167111526a46352952a3c366bae5835dc760123ec7fb65acd16

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.