Report Spybreak001 built from the datasets alone

Yes. Spybreak001 has 11 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 11

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 CSS Black Ops Sound Pack, Matrix Sound Mod Preview, L4D2 Black Ops Sound Mod

AudioSet 11 videos, 11 rows

CSS Black Ops Sound Pack

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

youtube_video -A4NVeWREu8 · row unbalanced_train:-A4NVeWREu8:30:40

AudioSetunbalanced_train

Matrix Sound Mod Preview

Clip 70s to 80s · Open clip on YouTube · Labels: Fusillade, Music, Sound effect

youtube_video 1Zp962YT0Xo · row unbalanced_train:1Zp962YT0Xo:70:80

AudioSetunbalanced_train

L4D2 Black Ops Sound Mod

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

youtube_video 8e2DS-mSfew · row unbalanced_train:8e2DS-mSfew:30:40

AudioSetunbalanced_train

Counter-Strike Source Modern Warfare 2 Sound Mod

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

youtube_video 8gPhl68N_wA · row unbalanced_train:8gPhl68N_wA:30:40

AudioSetunbalanced_train

L4D2 Modern Warfare 2 Sound Mod

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

youtube_video GyaMnozg0LE · row unbalanced_train:GyaMnozg0LE:30:40

AudioSetunbalanced_train

Counter-Strike Source: Global Offensive Sound Mod

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

youtube_video UlnLw0_6_BE · row unbalanced_train:UlnLw0_6_BE:30:40

AudioSetunbalanced_train

L4D2 Call of Duty Special sound pack

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

youtube_video YcCT7cHI1ts · row unbalanced_train:YcCT7cHI1ts:30:40

AudioSetunbalanced_train

L4D2 Battlefield 2 Sound Mod Version 2

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

youtube_video Yg1o9XEtL3I · row unbalanced_train:Yg1o9XEtL3I:30:40

AudioSetunbalanced_train

Spybreak's Melee Sound Pack 2

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

youtube_video uqY8M41udc4 · row unbalanced_train:uqY8M41udc4:30:40

AudioSetunbalanced_train

L4D2 Modern Warfare 2 sound mod v2.0

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

youtube_video w6el75BdkjQ · row unbalanced_train:w6el75BdkjQ:30:40

AudioSetunbalanced_train

Left 4 Dead 2 Modern Warfare 3 Sound Mod

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

youtube_video xItujWYraeY · row unbalanced_train:xItujWYraeY: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/spybreak001-yt_UCuybwr6Q5WjpG__-GchX6EQ

Provenance

JSON export SHA-256 df9d8344852f581ac036758689d61de1b47284df1b2bdaeba25b0c6583953a07

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.