Report Academia Soundtracks built from the datasets alone

Yes. Academia Soundtracks has 7 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 7

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 Resident Evil Soundtrack 24. Raccoon City Hospital - Marco Beltrami, Return To Castle Wolfenstein Soundtrack 1. Intro Theme - Bill Brown, Resident Evil Soundtrack 10. Red Queen Hologram - Marco Beltrami

Used for testing 1

video in MusicCaps

A set of 5,521 ten-second music clips from YouTube, each with a written description, that Google published in 2023. It is the standard test set for text-to-music models.

Including Resident Evil Soundtrack 24. Raccoon City Hospital - Marco Beltrami

AudioSet 7 videos, 7 rows

Resident Evil Soundtrack 24. Raccoon City Hospital - Marco Beltrami

Clip 20s to 30s · Open clip on YouTube · Labels: Music, Sonar, Soundtrack music

youtube_video VjXt63pqUgw · row eval:VjXt63pqUgw:20:30

AudioSeteval

Return To Castle Wolfenstein Soundtrack 1. Intro Theme - Bill Brown

Clip 40s to 50s · Open clip on YouTube · Labels: Music, Soundtrack music, Scary music

youtube_video -wj357iAcFw · row unbalanced_train:-wj357iAcFw:40:50

AudioSetunbalanced_train

Resident Evil Soundtrack 10. Red Queen Hologram - Marco Beltrami

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video 3YIf9lmEOIQ · row unbalanced_train:3YIf9lmEOIQ:10:20

AudioSetunbalanced_train

Resident Evil Soundtrack 20. Attacked In The Tunnels - Marco Beltrami

Clip 10s to 20s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video AK9Znk57t7E · row unbalanced_train:AK9Znk57t7E:10:20

AudioSetunbalanced_train

5. The Carriage Of The Spirits - Ennio Morricone - (The Good, The Bad And The Ugly)

Clip 0s to 10s · Open clip on YouTube · Labels: Music, Trumpet

youtube_video O9Dte3s5GNQ · row unbalanced_train:O9Dte3s5GNQ:0:10

AudioSetunbalanced_train

Gangster Squad Soundtrack - 1. His Name is Mickey Cohen - Steve Jablonsky

Clip 130s to 140s · Open clip on YouTube · Labels: Music, Soundtrack music, Scary music

youtube_video RNG6v9eAtT4 · row unbalanced_train:RNG6v9eAtT4:130:140

AudioSetunbalanced_train

Return To Castle Wolfenstein Soundtrack 16. The Ville - Bill Brown

Clip 120s to 130s · Open clip on YouTube · Labels: Music, Soundtrack music

youtube_video ZMdvx8Dkt0s · row unbalanced_train:ZMdvx8Dkt0s:120:130

AudioSetunbalanced_train

MusicCaps 1 videos, 1 rows

Resident Evil Soundtrack 24. Raccoon City Hospital - Marco Beltrami

“This music section is instrumental. The tempo is slow with an amplified instrument playing a monotone Note with hollow sounds. The music is eerie, creepy, sinister, scary, spooky, mysterious, ominous, ambient and supernatural. This music is Goth Rock.”

Clip 20s to 30s · Open clip on YouTube

youtube_video VjXt63pqUgw · row VjXt63pqUgw:20:30

MusicCaps

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/academia-soundtracks-yt_UCj3sTXx2_Hjf2hBfLOKqkgA

Provenance

JSON export SHA-256 c740f744f1df1d21f787407705e95da2ec91bdded181b6eac748f6cb30299cd2

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.