Report FreeHeadaches built from the datasets alone

Yes. FreeHeadaches 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 Masala - As One (Tom Encore, Dubstep Remix) (1080p), Mackenzie O'Guin - So Lonely (Sako Dubstep Remix, I Get High (Sako Dubstep Remix) {HQ}

AudioSet 11 videos, 11 rows

Masala - As One (Tom Encore, Dubstep Remix) (1080p)

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

youtube_video 0eN7NgLagM4 · row unbalanced_train:0eN7NgLagM4:30:40

AudioSetunbalanced_train

Mackenzie O'Guin - So Lonely (Sako Dubstep Remix

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

youtube_video 14qp6lNQHGk · row unbalanced_train:14qp6lNQHGk:180:190

AudioSetunbalanced_train

I Get High (Sako Dubstep Remix) {HQ}

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video 7GhsCDg18KQ · row unbalanced_train:7GhsCDg18KQ:30:40

AudioSetunbalanced_train

Frenk Dublin - Whisper to Scream (Dubstep Mix) [Full HQ]

Clip 80s to 90s · Open clip on YouTube · Labels: Drum and bass, Electronic music, Music, Dubstep

youtube_video 7_a79EG3Kno · row unbalanced_train:7_a79EG3Kno:80:90

AudioSetunbalanced_train

SoniXx ft Coming In Static - Walk Away (Dubstep)

Clip 60s to 70s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video An4Hbu1fGDU · row unbalanced_train:An4Hbu1fGDU:60:70

AudioSetunbalanced_train

Winning - Charlie Sheen (Ephixa Dubstep Remix) [HQ]

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

youtube_video CVO8kNAwybg · row unbalanced_train:CVO8kNAwybg:30:40

AudioSetunbalanced_train

Drop Goblin - Dubstep, Believe It

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video DBV01-Pap7w · row unbalanced_train:DBV01-Pap7w:30:40

AudioSetunbalanced_train

Raized By Wolves - The Call (The Eyes Dubstep Remix)

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video GJhqdXBymN4 · row unbalanced_train:GJhqdXBymN4:30:40

AudioSetunbalanced_train

Duchess 2012 (Chimeric Dubstep Remake)

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video IZ33YNTBuf8 · row unbalanced_train:IZ33YNTBuf8:30:40

AudioSetunbalanced_train

Ephixa - Lost Woods (Zelda Dubstep Remix) [HQ]

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

youtube_video cmU15VTE-6s · row unbalanced_train:cmU15VTE-6s:30:40

AudioSetunbalanced_train

Arkasia - Reality (U.G Dubstep) {Free 320kbps Download}

Clip 30s to 40s · Open clip on YouTube · Labels: Electronic music, Music, Dubstep

youtube_video k-vcZtjuhTY · row unbalanced_train:k-vcZtjuhTY: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

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Provenance

JSON export SHA-256 def8286b85d8f53a3bb924ddefd49c0e16284994b7a2ac348ea614544995416d

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.