Report Harvard University built from the datasets alone

Yes. Harvard University has 12 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 12

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 Ancient Food and Music at Harvard, Bionic Leaf Turns Sunlight Into Liquid Fuel, Harvard Gregorian Chant

AudioSet 12 videos, 12 rows

Ancient Food and Music at Harvard

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

youtube_video 0lb6h4kVTpM · row unbalanced_train:0lb6h4kVTpM:30:40

AudioSetunbalanced_train

Bionic Leaf Turns Sunlight Into Liquid Fuel

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

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

AudioSetunbalanced_train

Harvard Gregorian Chant

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

youtube_video 4BUEGBabIM0 · row unbalanced_train:4BUEGBabIM0:30:40

AudioSetunbalanced_train

Harvard restores its famed Glass Flowers

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

youtube_video ClXC_CHuRPA · row unbalanced_train:ClXC_CHuRPA:30:40

AudioSetunbalanced_train

Jumping on Water: Robotic Water Strider

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

youtube_video CnFBXM5641k · row unbalanced_train:CnFBXM5641k:30:40

AudioSetunbalanced_train

RoboBees use static electricity to stick on walls

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

youtube_video GEeuZqAW9vE · row unbalanced_train:GEeuZqAW9vE:30:40

AudioSetunbalanced_train

The sound of summer music

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

youtube_video K1mdHs-ST3w · row unbalanced_train:K1mdHs-ST3w:30:40

AudioSetunbalanced_train

Engineered E. Coli: Diagnostic & Therapeutic Tools

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

youtube_video UCDOxJ04sZg · row unbalanced_train:UCDOxJ04sZg:30:40

AudioSetunbalanced_train

Mariachi Véritas de Harvard

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Trumpet, Speech

youtube_video gaaFXBi-OKA · row unbalanced_train:gaaFXBi-OKA:110:120

AudioSetunbalanced_train

Step inside Harvard's 365th Commencement | Harvard 360° video experience

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

youtube_video jIaayUHMiK4 · row unbalanced_train:jIaayUHMiK4:30:40

AudioSetunbalanced_train

Harvard's Summer School musicals

Clip 70s to 80s · Open clip on YouTube · Labels: Music, Musical instrument, Orchestra, Speech, Classical music, Bowed string instrument

youtube_video lXGf1b4y2SU · row unbalanced_train:lXGf1b4y2SU:70:80

AudioSetunbalanced_train

Harvard researcher on Native American running, from prehistory to the present-day Boston Marathon

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

youtube_video xtbxY7EqXRU · row unbalanced_train:xtbxY7EqXRU: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/harvard-university-yt_UCLv7Gzc3VTO6ggFlXY0sOyw

Provenance

JSON export SHA-256 8b3345cbb3a321f1df30c1efd1e25481c605239c1b37b4f913a34671551f3365

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.