Report George Ling built from the datasets alone

Yes. George Ling has 20 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 20

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 Finale Wind Orchestra 2013: 6 - Sekolah Dato' Abdul Razak - Dragon Fight, Finale Wind Orchestra 2013: 2 - Sekolah Sultan Alam Shah - Samurai, Festival Wind Orchestra 2014 - Gallimaufry (Guy Wolfenden) - Sekolah Sultan Alam Shah

AudioSet 20 videos, 20 rows

Finale Wind Orchestra 2013: 6 - Sekolah Dato' Abdul Razak - Dragon Fight

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

youtube_video 118_kHvtyQQ · row unbalanced_train:118_kHvtyQQ:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2013: 2 - Sekolah Sultan Alam Shah - Samurai

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

youtube_video 37xENIU-43U · row unbalanced_train:37xENIU-43U:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Gallimaufry (Guy Wolfenden) - Sekolah Sultan Alam Shah

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

youtube_video AFPBQVRW26c · row unbalanced_train:AFPBQVRW26c:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2013: 1- Sekolah Tuanku Abdul Rahman - Diogenes

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

youtube_video DHYSS5BJ9pQ · row unbalanced_train:DHYSS5BJ9pQ:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - The Singapore Experience - Sekolah Seri Puteri.

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

youtube_video ID3oZ6VDXTM · row unbalanced_train:ID3oZ6VDXTM:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2013: Tunku Kurshiah College - The Star of Dreams

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

youtube_video LsFkLqW0Tl4 · row unbalanced_train:LsFkLqW0Tl4:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2013: 5 - Malay College Kuala Kangsar - Primavera (Beautiful Mountain View)

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

youtube_video OSuXte6OIkw · row unbalanced_train:OSuXte6OIkw:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2012: 6. Sekolah Menengah Sultan Mahmud

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

youtube_video RRGKMS5xVbo · row unbalanced_train:RRGKMS5xVbo:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2013 - SM Sains Kuching - Suriram

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

youtube_video TBKgdoBsWak · row unbalanced_train:TBKgdoBsWak:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2012: 1. Sekolah Seri Puteri

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

youtube_video UBwGcj6vY3w · row unbalanced_train:UBwGcj6vY3w:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2012: 2. Sekolah Menengah Sains Kuching

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

youtube_video VhHUhsKZZgs · row unbalanced_train:VhHUhsKZZgs:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Tanah Pusaka - Sekolah Dato' Abdul Razak

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

youtube_video VrhF3BxyLLg · row unbalanced_train:VrhF3BxyLLg:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Jauh-jauh - SM Sains Kuching

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

youtube_video XuhJHBLnem0 · row unbalanced_train:XuhJHBLnem0:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2013: 4 - Sekolah Menengah Sains Kuching - Overture Jubiloso

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

youtube_video cNgbHxM2gdA · row unbalanced_train:cNgbHxM2gdA:30:40

AudioSetunbalanced_train

Sainsku Wind Orchestra - Gemala Sari (Festival Wind Orchestra 2012)

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

youtube_video ireZfQVuToY · row unbalanced_train:ireZfQVuToY:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Around the World in 80 Days - Sekolah Dato' Abdul Razak.

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

youtube_video mI9_VCBVHYY · row unbalanced_train:mI9_VCBVHYY:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - (nama lagu) - Tunku Kurshiah College

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

youtube_video sMrm1YTFMgc · row unbalanced_train:sMrm1YTFMgc:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Noah's Ark - Sekolah Menengah Sains Raja Tun Azlan Shah

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

youtube_video vBZ_7Kah924 · row unbalanced_train:vBZ_7Kah924:30:40

AudioSetunbalanced_train

Finale Wind Orchestra 2012: 3. Sekolah Dato' Abdul Razak

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

youtube_video waWWrFCq0fg · row unbalanced_train:waWWrFCq0fg:30:40

AudioSetunbalanced_train

Festival Wind Orchestra 2014 - Impressions of Malaysia - Sekolah Sultan Alam Shah

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

youtube_video yCmCZBJ5ngM · row unbalanced_train:yCmCZBJ5ngM: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/george-ling-yt_UC6J2DkL7OLLSWVinwvSIh_A

Provenance

JSON export SHA-256 e49864b72f24d8e9cd44caf80260dad4a233ab7945460755557691346f6cbfe0

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.