Report THUD: The Harvard Undergraduate Drummers built from the datasets alone

Yes. THUD: The Harvard Undergraduate Drummers has 21 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 21

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 Cups! (Fall 2009) - THUD, Cell Phones (ringtone medley for percussion ensemble) - THUD, Stubernic (marimba trio) - THUD

AudioSet 21 videos, 21 rows

Cups! (Fall 2009) - THUD

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

youtube_video WSfEqehn3X0 · row balanced_train:WSfEqehn3X0:30:40

AudioSetbalanced_train

Cell Phones (ringtone medley for percussion ensemble) - THUD

Clip 30s to 40s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion, Percussion

youtube_video -uYQYiFUCcA · row unbalanced_train:-uYQYiFUCcA:30:40

AudioSetunbalanced_train

Stubernic (marimba trio) - THUD

Clip 300s to 310s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video 05O6mzRIbo0 · row unbalanced_train:05O6mzRIbo0:300:310

AudioSetunbalanced_train

Star Wars theme song (percussion ensemble) - THUD

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

youtube_video AqyB3F2TPpg · row unbalanced_train:AqyB3F2TPpg:30:40

AudioSetunbalanced_train

Ringtone Medley (mallet percussion/drumset) - THUD

Clip 30s to 40s · Open clip on YouTube · Labels: Ringtone, Music, Musical instrument, Speech, Marimba, xylophone

youtube_video F2LS4DEds8U · row unbalanced_train:F2LS4DEds8U:30:40

AudioSetunbalanced_train

Christmas Eve / Sarajevo 12/24 - Trans-Siberian Orchestra (percussion ensemble) - THUD

Clip 30s to 40s · Open clip on YouTube · Labels: Timpani, Music, Musical instrument, Orchestra, Marimba, xylophone, Vibraphone, Percussion

youtube_video G1-GJvu7Mvc · row unbalanced_train:G1-GJvu7Mvc:30:40

AudioSetunbalanced_train

Etude in C Major (marimba solo) - THUD

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

youtube_video JdIpVai3rG4 · row unbalanced_train:JdIpVai3rG4:30:40

AudioSetunbalanced_train

Me Tarzan (body percussion) - THUD

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Tap, Thump, thud

youtube_video LQTol51C4oU · row unbalanced_train:LQTol51C4oU:110:120

AudioSetunbalanced_train

Carmen Overture - Georges Bizet (percussion ensemble) - THUD

Clip 30s to 40s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video NLilfM4RVOA · row unbalanced_train:NLilfM4RVOA:30:40

AudioSetunbalanced_train

1812 Overture - Tchaikovsky (percussion ensemble) - THUD

Clip 30s to 40s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video ORGscYVx544 · row unbalanced_train:ORGscYVx544:30:40

AudioSetunbalanced_train

Here Comes the Sun, Walking on Sunshine, and Sweet Child O' Mine on Boomwhackers! (Spring 2016)

Clip 320s to 330s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video Qc2Q85FqW-c · row unbalanced_train:Qc2Q85FqW-c:320:330

AudioSetunbalanced_train

"Mars" from The Planets - Gustav Holst (percussion ensemble) - THUD

Clip 290s to 300s · Open clip on YouTube · Labels: Timpani, Music

youtube_video WtNmHiDyuYA · row unbalanced_train:WtNmHiDyuYA:290:300

AudioSetunbalanced_train

Beatles "All You Need is Love" on Glass Bottles & Love Song Medley (percussion ensemble) - THUD

Clip 530s to 540s · Open clip on YouTube · Labels: Drum, Drum kit, Rimshot, Snare drum, Percussion

youtube_video bjyMxZjugqU · row unbalanced_train:bjyMxZjugqU:530:540

AudioSetunbalanced_train

Tango Suite No. 1 - Astor Piazzola (marimba duet) - THUD

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

youtube_video f3ym_Of8TzQ · row unbalanced_train:f3ym_Of8TzQ:30:40

AudioSetunbalanced_train

Glow in the Dark Bucket Jam - THUD

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

youtube_video jyjohENEfDI · row unbalanced_train:jyjohENEfDI:30:40

AudioSetunbalanced_train

Aeolian Fantasy (marimba solo) - THUD

Clip 110s to 120s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video kVlzN-dB-cc · row unbalanced_train:kVlzN-dB-cc:110:120

AudioSetunbalanced_train

Have You Heard - Pat Metheny Group (percussion ensemble) - THUD

Clip 50s to 60s · Open clip on YouTube · Labels: Percussion

youtube_video n6Rj8mYgu7M · row unbalanced_train:n6Rj8mYgu7M:50:60

AudioSetunbalanced_train

Sabre Dance - Aram Khachaturian (percussion ensemble) - THUD

Clip 110s to 120s · Open clip on YouTube · Labels: Timpani, Drum, Music, Musical instrument, Orchestra, Marimba, xylophone, Percussion

youtube_video nN5hEtMK43Q · row unbalanced_train:nN5hEtMK43Q:110:120

AudioSetunbalanced_train

Vertical River (marimba/vibraphone duet) - THUD

Clip 110s to 120s · Open clip on YouTube · Labels: Marimba, xylophone, Glockenspiel, Mallet percussion

youtube_video o8HqbsSfOGM · row unbalanced_train:o8HqbsSfOGM:110:120

AudioSetunbalanced_train

Forever and Sunsmell - John Cage (creative percussion) - THUD

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

youtube_video qpFKzs8hO_8 · row unbalanced_train:qpFKzs8hO_8:30:40

AudioSetunbalanced_train

Clapping Music Remixed (adapted from Steve Reich's "Clapping Music" and "Piano Phase") - THUD

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

youtube_video yT4YdarM_rE · row unbalanced_train:yT4YdarM_rE: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

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Provenance

JSON export SHA-256 0db12f9a241c8839006274d01432918ef58891653872ebe8acbf5bdcb7255886

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.