Report HaLoW0f built from the datasets alone

Yes. HaLoW0f has 31 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 31

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 Halo 3: ODST OST - Data Hive, Gears of War 2 Soundtrack - Derrick Chase, Halo 3: ODST OST - Deference for Darkness

AudioSet 31 videos, 31 rows

Halo 3: ODST OST - Data Hive

Clip 180s to 190s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video -L2H3VR0RXI · row unbalanced_train:-L2H3VR0RXI:180:190

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Derrick Chase

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

youtube_video 3JMTGHWt1cw · row unbalanced_train:3JMTGHWt1cw:30:40

AudioSetunbalanced_train

Halo 3: ODST OST - Deference for Darkness

Clip 380s to 390s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video 65VD40A5OFs · row unbalanced_train:65VD40A5OFs:380:390

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Hold Them Off

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

youtube_video 6OacddstH9U · row unbalanced_train:6OacddstH9U:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Finally a Lead

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

youtube_video 9WDJF5dVQeY · row unbalanced_train:9WDJF5dVQeY:30:40

AudioSetunbalanced_train

Halo 3: ODST OST - The Office of Naval Intelligence

Clip 400s to 410s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video 9_3leE702Qc · row unbalanced_train:9_3leE702Qc:400:410

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Return of the Omen

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

youtube_video ASkFkVlUEVk · row unbalanced_train:ASkFkVlUEVk:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Racing to Extinction

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

youtube_video BeFzSvoSJ8Y · row unbalanced_train:BeFzSvoSJ8Y:30:40

AudioSetunbalanced_train

Halo 2 Soundtrack V1: Orbit of Glass

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

youtube_video HOrI5aeETVU · row unbalanced_train:HOrI5aeETVU:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Building Thunder

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

youtube_video J0hTTy5H57g · row unbalanced_train:J0hTTy5H57g:30:40

AudioSetunbalanced_train

Halo 3 Soundtrack D2: The Covenant Pt.3

Clip 70s to 80s · Open clip on YouTube · Labels: Theme music, Music, Soundtrack music

youtube_video JrPV0poejec · row unbalanced_train:JrPV0poejec:70:80

AudioSetunbalanced_train

Halo 3: ODST OST - The Menagerie

Clip 350s to 360s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video KZzbXqbLZtU · row unbalanced_train:KZzbXqbLZtU:350:360

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Hope Runs Deep

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

youtube_video L6BCj1Yesvc · row unbalanced_train:L6BCj1Yesvc:30:40

AudioSetunbalanced_train

Halo 3 Soundtrack D2: The Covenant Pt.2

Clip 150s to 160s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video L8X8KVx3-28 · row unbalanced_train:L8X8KVx3-28:150:160

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Unexpected Changes

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

youtube_video LC9QD1HKFLA · row unbalanced_train:LC9QD1HKFLA:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - March of the Horde

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

youtube_video N650c_a9LFo · row unbalanced_train:N650c_a9LFo:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Autumn of Mankind

Clip 24s to 34s · Open clip on YouTube · Labels: Music

youtube_video QU2xhWSPdAs · row unbalanced_train:QU2xhWSPdAs:24:34

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Expectations

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

youtube_video V7nnPMqTGqw · row unbalanced_train:V7nnPMqTGqw:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Landown

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

youtube_video Wh1clI-Gnlg · row unbalanced_train:Wh1clI-Gnlg:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Armored Prayer

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

youtube_video WzE4cKps1IE · row unbalanced_train:WzE4cKps1IE:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - With Sympathy

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

youtube_video YjXbyaHegSE · row unbalanced_train:YjXbyaHegSE:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Highway

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

youtube_video YtCkvkXU-h8 · row unbalanced_train:YtCkvkXU-h8:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Green as Grass

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

youtube_video aUw_V-57Xqo · row unbalanced_train:aUw_V-57Xqo:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Denizens of the Deep

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

youtube_video b-X2_C10lRI · row unbalanced_train:b-X2_C10lRI:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Finale

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

youtube_video cpbPDp1EVZY · row unbalanced_train:cpbPDp1EVZY:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Breakneck

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

youtube_video d41EuuU-4K4 · row unbalanced_train:d41EuuU-4K4:30:40

AudioSetunbalanced_train

Halo Wars OST - Flip and Sizzle

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

youtube_video enHIPC2hOIc · row unbalanced_train:enHIPC2hOIc:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - If They Can Ride Em

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

youtube_video fj0RBZbnU1o · row unbalanced_train:fj0RBZbnU1o:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Bump in the Night

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

youtube_video m7J3Kjk6k-8 · row unbalanced_train:m7J3Kjk6k-8:30:40

AudioSetunbalanced_train

Gears of War 2 Soundtrack - Insurmountable Odds

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

youtube_video nTyE8k8J1uE · row unbalanced_train:nTyE8k8J1uE:30:40

AudioSetunbalanced_train

Halo 3: ODST OST - No Stone Unturned

Clip 110s to 120s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video o3EYWnq59hs · row unbalanced_train:o3EYWnq59hs:110:120

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/halow0f-yt_UCWMGGpiU7ACd1qM5MPXkssw

Provenance

JSON export SHA-256 b04382c8c9f9b5f8091117224a0df4d0d5c8745197eb30201fa41d9c9dbef688

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.