Report Hostile Beatz built from the datasets alone

Yes. Hostile Beatz has 20 songs and 5 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 5

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 We Purging Drum Kit V2, 808 Massacre - Drum Kit, We Purging 3: Final Chapter - Drum Kit Demo

Used for training 20

songs in LAION-DISCO-12M under the artist name

A list of 12 million songs on YouTube Music, gathered by walking artist pages, that LAION published in 2024 for training general music models.

Including Insufficient Interview, Let It Fall, Here With Me

Listed under the artist name 20 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Insufficient Interview

Listed as Nevv, Hostile Beatz – Insufficient Interview (Insufficient) · Watch on YouTube

youtube_video 0UVfJBobels · row 0UVfJBobels

LAION-DISCO-12M

Let It Fall

Listed as Nevv, Hostile Beatz – Let It Fall (Insufficient) · Watch on YouTube

youtube_video 2WFA7D_X__I · row 2WFA7D_X__I

LAION-DISCO-12M

Here With Me

Listed as Nevv, Hostile Beatz – Here With Me (Insufficient) · Watch on YouTube

youtube_video 3dv6BrJGPkc · row 3dv6BrJGPkc

LAION-DISCO-12M

Stay

Listed as Nevv, Hostile Beatz – Stay (Stop And Smell The Flowers) · Watch on YouTube

youtube_video 5nSFVMFoOl4 · row 5nSFVMFoOl4

LAION-DISCO-12M

Lazy Eye Freestyle

Listed as Nevv, Hostile Beatz – Lazy Eye Freestyle (Insufficient) · Watch on YouTube

youtube_video 5nnKRqSwxp4 · row 5nnKRqSwxp4

LAION-DISCO-12M

Life Goes On

Listed as Nevv, Hostile Beatz – Life Goes On (Insufficient) · Watch on YouTube

youtube_video 8rDVnAtcpwM · row 8rDVnAtcpwM

LAION-DISCO-12M

Fake Smiles (Slowed Down)

Listed as Nevv, Hostile Beatz – Fake Smiles (Slowed Down) (Insufficient) · Watch on YouTube

youtube_video 9SvaAsVIvmU · row 9SvaAsVIvmU

LAION-DISCO-12M

By Your Side

Listed as Nevv, Hostile Beatz – By Your Side (Insufficient) · Watch on YouTube

youtube_video ELn7XuIQPjk · row ELn7XuIQPjk

LAION-DISCO-12M

Let Go

Listed as Nevv, Hostile Beatz – Let Go (Stop And Smell The Flowers) · Watch on YouTube

youtube_video QwXGzJR_xho · row QwXGzJR_xho

LAION-DISCO-12M

Walk Alone

Listed as Nevv, Hostile Beatz – Walk Alone (Insufficient) · Watch on YouTube

youtube_video VJuN7imR97o · row VJuN7imR97o

LAION-DISCO-12M

Approach Me

Listed as Nevv, Hostile Beatz – Approach Me (Insufficient) · Watch on YouTube

youtube_video _OUdt-TIJAM · row _OUdt-TIJAM

LAION-DISCO-12M

Daylight

Listed as Nevv, Hostile Beatz – Daylight (Insufficient) · Watch on YouTube

youtube_video axuTjEbKdyk · row axuTjEbKdyk

LAION-DISCO-12M

Scars 2

Listed as Nevv, LaLion, Hostile Beatz – Scars 2 (Scars 2) · Watch on YouTube

youtube_video gEL20PvifGg · row gEL20PvifGg

LAION-DISCO-12M

Hold Me Back

Listed as Nevv, Hostile Beatz – Hold Me Back (Insufficient) · Watch on YouTube

youtube_video k2y9kix1LBo · row k2y9kix1LBo

LAION-DISCO-12M

Numbers

Listed as Nevv, Hostile Beatz – Numbers (Insufficient) · Watch on YouTube

youtube_video o8ErgJ82J8Y · row o8ErgJ82J8Y

LAION-DISCO-12M

How Come

Listed as Nevv, Hostile Beatz – How Come (Insufficient) · Watch on YouTube

youtube_video tenjptfZ9VQ · row tenjptfZ9VQ

LAION-DISCO-12M

Take The Crown

Listed as Nevv, Hostile Beatz – Take The Crown (Insufficient) · Watch on YouTube

youtube_video wGPYM7dviAQ · row wGPYM7dviAQ

LAION-DISCO-12M

Heart of Gold

Listed as Nevv, Hostile Beatz – Heart of Gold (Stop And Smell The Flowers) · Watch on YouTube

youtube_video wubRN7bftOM · row wubRN7bftOM

LAION-DISCO-12M

Do It Like That

Listed as Nevv, Hostile Beatz – Do It Like That (Do It Like That) · Watch on YouTube

youtube_video yUh0j0xUgTc · row yUh0j0xUgTc

LAION-DISCO-12M

Insecure

Listed as Nevv, Hostile Beatz – Insecure (Insufficient) · Watch on YouTube

youtube_video zTpvjTygwAk · row zTpvjTygwAk

LAION-DISCO-12M

AudioSet 5 videos, 5 rows

We Purging Drum Kit V2

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

youtube_video 2opdJNYoce0 · row unbalanced_train:2opdJNYoce0:30:40

AudioSetunbalanced_train

808 Massacre - Drum Kit

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

youtube_video CMWw0CmvDSs · row unbalanced_train:CMWw0CmvDSs:30:40

AudioSetunbalanced_train

We Purging 3: Final Chapter - Drum Kit Demo

Clip 30s to 40s · Open clip on YouTube · Labels: Musical instrument, Drum machine

youtube_video Iy34b-2iAP8 · row unbalanced_train:Iy34b-2iAP8:30:40

AudioSetunbalanced_train

We Purging - Drum Kit

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

youtube_video krgMYowt-Lc · row unbalanced_train:krgMYowt-Lc:30:40

AudioSetunbalanced_train

808 Massacre V2 - Drum Kit

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

youtube_video kyVMRuSyj00 · row unbalanced_train:kyVMRuSyj00:30:40

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/hostile-beatz-yt_UCZvQ0v7TH9frCKLnBcwnRIw

Provenance

JSON export SHA-256 45d5884d7996550a7ec7f58cc79f888cc1129df6a7a9adc50993c1e3e2ec6155

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.