Report Mark Roberts built from the datasets alone

Yes. Mark Roberts has 12 songs and 1 video 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 1

video 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 Journey to Atlantis, Sea World, San Diego, CA

Used for training 12

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 I Don't Care, Wake up Call, Go on Now

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

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

I Don't Care

Listed as Jason Tarver, Mark Roberts – I Don't Care (Happy Indie) · Watch on YouTube

youtube_video 2n1gMEbPC8Q · row 2n1gMEbPC8Q

LAION-DISCO-12M

Wake up Call

Listed as Jason Tarver, Mark Roberts – Wake up Call (Indie Inspired) · Watch on YouTube

youtube_video 3UNtTnlfmkk · row 3UNtTnlfmkk

LAION-DISCO-12M

Go on Now

Listed as Jason Tarver, Mark Roberts – Go on Now (Music for Sport - Fever Pitch) · Watch on YouTube

youtube_video 9dLjIx7c9ks · row 9dLjIx7c9ks

LAION-DISCO-12M

Fee Fi Fo

Listed as Jason Tarver, Mark Roberts – Fee Fi Fo (Fashionista) · Watch on YouTube

youtube_video LZfRkU1EBSA · row LZfRkU1EBSA

LAION-DISCO-12M

Stay Awake

Listed as Jason Tarver, Mark Roberts – Stay Awake (Angels and Antlers) · Watch on YouTube

youtube_video TWcNc94fF0w · row TWcNc94fF0w

LAION-DISCO-12M

Easier to Be

Listed as Jason Tarver, Mark Roberts – Easier to Be (Fur and Feathers) · Watch on YouTube

youtube_video Utq7JMGXiMs · row Utq7JMGXiMs

LAION-DISCO-12M

Heal Me

Listed as Jason Tarver, Mark Roberts – Heal Me (Urban Beatscapes) · Watch on YouTube

youtube_video XBtbi82nrCI · row XBtbi82nrCI

LAION-DISCO-12M

Fall Too Far

Listed as Jason Tarver, Mark Roberts, Emily Taylor – Fall Too Far (Indie Kicks) · Watch on YouTube

youtube_video dZKvWnOP_Ac · row dZKvWnOP_Ac

LAION-DISCO-12M

It's Only Monday

Listed as Jason Tarver, Mark Roberts – It's Only Monday (Indie Uncut) · Watch on YouTube

youtube_video fm6gv10goGg · row fm6gv10goGg

LAION-DISCO-12M

Stare in Wonder

Listed as Jason Tarver, Mark Roberts – Stare in Wonder (Indie Inspired) · Watch on YouTube

youtube_video gUEawhiOarM · row gUEawhiOarM

LAION-DISCO-12M

All or Nothing

Listed as Jason Tarver, Mark Roberts – All or Nothing (Christmas) · Watch on YouTube

youtube_video kFG0ujono-g · row kFG0ujono-g

LAION-DISCO-12M

Slipping into Overdrive

Listed as Jason Tarver, Mark Roberts – Slipping into Overdrive (Tween Pop) · Watch on YouTube

youtube_video lGnGWwTUEKg · row lGnGWwTUEKg

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Journey to Atlantis, Sea World, San Diego, CA

Clip 60s to 70s · Open clip on YouTube · Labels: Music, Speech, Outside, urban or manmade

youtube_video 0pj6ZEJfCUo · row unbalanced_train:0pj6ZEJfCUo:60:70

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/mark-roberts-yt_UC2HK8H0XlXJjTXB1Mq0zX6w

Provenance

JSON export SHA-256 692092591d66d78c9211f738a96b405c60c071f14ed668dc7b7afa504079521e

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.