Report Dezeen built from the datasets alone

Yes. Dezeen has 16 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 16

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 Sliding walls move to create various layouts inside Garden House by Caspar Schols, Kram/Weisshaar designs reflection-warping Picó Blitz speakers for sound system exhibition, Arc Bicycle has 3D-printed steel frame created by TU Delft and MX3D

AudioSet 16 videos, 16 rows

Sliding walls move to create various layouts inside Garden House by Caspar Schols

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

youtube_video 1angHnp6PIE · row unbalanced_train:1angHnp6PIE:30:40

AudioSetunbalanced_train

Kram/Weisshaar designs reflection-warping Picó Blitz speakers for sound system exhibition

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

youtube_video AP_g2gdeXXc · row unbalanced_train:AP_g2gdeXXc:30:40

AudioSetunbalanced_train

Arc Bicycle has 3D-printed steel frame created by TU Delft and MX3D

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

youtube_video Aqj8Vok1bKM · row unbalanced_train:Aqj8Vok1bKM:30:40

AudioSetunbalanced_train

Studio Drift's kinetic glass installation is a tribute to humanity's quest for flight

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

youtube_video BVycRBvCogw · row unbalanced_train:BVycRBvCogw:30:40

AudioSetunbalanced_train

Electric Happaratus glove enables wood and stone to be sculpted by hand

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

youtube_video HPRVlNu-GaM · row unbalanced_train:HPRVlNu-GaM:30:40

AudioSetunbalanced_train

"World's lightest" folding bicycle weighs the same as four pineapples

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

youtube_video MObKMG9LUl4 · row unbalanced_train:MObKMG9LUl4:30:40

AudioSetunbalanced_train

Kolelinia updates standing Halfbike bicycle with three-gear hub

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

youtube_video T9smhQTITbE · row unbalanced_train:T9smhQTITbE:30:40

AudioSetunbalanced_train

Delicate brass framework inside Neri&Hu's Sulwhasoo flagship store

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

youtube_video UbPVRzYt-js · row unbalanced_train:UbPVRzYt-js:30:40

AudioSetunbalanced_train

Font Clock by Sebastian Wrong for Established & Sons

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

youtube_video aOJQ8FnrB4Q · row unbalanced_train:aOJQ8FnrB4Q:30:40

AudioSetunbalanced_train

Asif Khan interview: Forests installation for MINI | Architecture | Dezeen

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

youtube_video cdnNmQoj2nA · row unbalanced_train:cdnNmQoj2nA:30:40

AudioSetunbalanced_train

Ed Carpenter's bestselling Pigeon Light was an unexpected design icon

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

youtube_video g-gxjgJcM9c · row unbalanced_train:g-gxjgJcM9c:30:40

AudioSetunbalanced_train

Axel Bluhme's XOXX Composer drum machine triggers sounds using rotating discs of magnets

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

youtube_video kVVvw1vKqHc · row unbalanced_train:kVVvw1vKqHc:30:40

AudioSetunbalanced_train

Tipic's smart Tuler kitchen for Offmat features sink with motion sensor

Clip 20s to 30s · Open clip on YouTube · Labels: Music

youtube_video mBoMDqOeVBQ · row unbalanced_train:mBoMDqOeVBQ:20:30

AudioSetunbalanced_train

Metamaterials create mechanisms from a single piece of plastic

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

youtube_video oMQItryhbl4 · row unbalanced_train:oMQItryhbl4:30:40

AudioSetunbalanced_train

Glowing Van Gogh Bicycle Path by Daan Roosegaarde

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

youtube_video wEe8firurCY · row unbalanced_train:wEe8firurCY:30:40

AudioSetunbalanced_train

Popcorn Monsoon by Jolene Carlier

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

youtube_video yCcDc0kiPKs · row unbalanced_train:yCcDc0kiPKs: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

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Provenance

JSON export SHA-256 7a5193b4d3da36f545a32b463579ba6f5fa76afa4e356f31b224ca32057cc516

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.