Report Linus built from the datasets alone

Yes. Linus has 42 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 Let's Play Crappy/Old Games - Bonus Episode: Bad Rats, Let's Play Renowned Explorers (PC Gameplay) - Part 2 - The Viking Longship/boat, Let's Play Scribblenauts Unlimited (PC Gameplay) - Part 17: Saving the Boat

Used for training 42

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 Another Chance, Message, Escape

Listed under the artist name 42 songs in LAION-DISCO-12M

Linus 39 songs

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

Another Chance

Listed as Linus – Another Chance (Another Chance) · Watch on YouTube

youtube_video 0NtSm-78Kxs · row 0NtSm-78Kxs

LAION-DISCO-12M

Message

Listed as Linus – Message (Message) · Watch on YouTube

youtube_video 0UuhiHtUTQk · row 0UuhiHtUTQk

LAION-DISCO-12M

Escape

Listed as Linus – Escape (Changes) · Watch on YouTube

youtube_video 0qC0fPDojoQ · row 0qC0fPDojoQ

LAION-DISCO-12M

Morning Moon

Listed as Linus – Morning Moon (Morning Moon) · Watch on YouTube

youtube_video 2dEvFm4kYQM · row 2dEvFm4kYQM

LAION-DISCO-12M

Potato

Listed as Linus – Potato (Potato) · Watch on YouTube

youtube_video 3_mAIZxT32A · row 3_mAIZxT32A

LAION-DISCO-12M

Lovesick

Listed as Linus – Lovesick (Lovesick) · Watch on YouTube

youtube_video 3gh04Gb44YE · row 3gh04Gb44YE

LAION-DISCO-12M

Mercy

Listed as Linus – Mercy (Mercy) · Watch on YouTube

youtube_video 40Y13J8jkDk · row 40Y13J8jkDk

LAION-DISCO-12M

雨 - AME

Listed as Linus – 雨 - AME (AME) · Watch on YouTube

youtube_video 90qHWVEqfhk · row 90qHWVEqfhk

LAION-DISCO-12M

BORDER

Listed as Linus – BORDER (BORDER) · Watch on YouTube

youtube_video AOwvwmpAYm4 · row AOwvwmpAYm4

LAION-DISCO-12M

Changes

Listed as Linus – Changes (Changes) · Watch on YouTube

youtube_video Bc-DsFnHQac · row Bc-DsFnHQac

LAION-DISCO-12M

Time Line

Listed as Linus – Time Line (Time Line) · Watch on YouTube

youtube_video E1GHRxbOb6Y · row E1GHRxbOb6Y

LAION-DISCO-12M

Categorize

Listed as Linus – Categorize (Changes) · Watch on YouTube

youtube_video EloTAwBNRjs · row EloTAwBNRjs

LAION-DISCO-12M

Over Again

Listed as Linus – Over Again (Message) · Watch on YouTube

youtube_video G6yfFTH67io · row G6yfFTH67io

LAION-DISCO-12M

Survive

Listed as Linus – Survive (UNBREAKABLE) · Watch on YouTube

youtube_video JTkVchTM4zQ · row JTkVchTM4zQ

LAION-DISCO-12M

Rightness

Listed as Linus – Rightness (Changes) · Watch on YouTube

youtube_video JktmdIzSqkM · row JktmdIzSqkM

LAION-DISCO-12M

I Won't Go Back (feat. 宏実)

Listed as Linus – I Won't Go Back (feat. 宏実) (Changes) · Watch on YouTube

youtube_video KDbhX4l6_nE · row KDbhX4l6_nE

LAION-DISCO-12M

Beautiful Life

Listed as Linus – Beautiful Life (Beautiful Life) · Watch on YouTube

youtube_video MDQpWJp6roY · row MDQpWJp6roY

LAION-DISCO-12M

PERFECT

Listed as Linus – PERFECT (PERFECT) · Watch on YouTube

youtube_video MMZ_9aUrQF4 · row MMZ_9aUrQF4

LAION-DISCO-12M

Throwback

Listed as Linus – Throwback (Throwback) · Watch on YouTube

youtube_video NVT7yISWavQ · row NVT7yISWavQ

LAION-DISCO-12M

Crumble

Listed as Linus – Crumble (Crumble) · Watch on YouTube

youtube_video PyVLpoTPKeM · row PyVLpoTPKeM

LAION-DISCO-12M

Honesty

Listed as Linus – Honesty (UNBREAKABLE) · Watch on YouTube

youtube_video Q7rFhLW3Ps8 · row Q7rFhLW3Ps8

LAION-DISCO-12M

My Other Half

Listed as Linus – My Other Half (My Other Half) · Watch on YouTube

youtube_video RqUwEV8_iwM · row RqUwEV8_iwM

LAION-DISCO-12M

Goodbye

Listed as Linus – Goodbye (Changes) · Watch on YouTube

youtube_video TyAA6ACfu6A · row TyAA6ACfu6A

LAION-DISCO-12M

Twilight

Listed as Linus – Twilight (Message) · Watch on YouTube

youtube_video UhWnjE9rMxQ · row UhWnjE9rMxQ

LAION-DISCO-12M

Focus

Listed as Linus – Focus (Focus) · Watch on YouTube

youtube_video XD3EbpTY-HM · row XD3EbpTY-HM

LAION-DISCO-12M

Missing

Listed as Linus – Missing (Missing) · Watch on YouTube

youtube_video Yrjg4jf-Ylo · row Yrjg4jf-Ylo

LAION-DISCO-12M

Forever

Listed as Linus – Forever (Changes) · Watch on YouTube

youtube_video ZVBpkWpqpBM · row ZVBpkWpqpBM

LAION-DISCO-12M

Colors (feat. JAY'ED)

Listed as Linus – Colors (feat. JAY'ED) (Colors) · Watch on YouTube

youtube_video _r4rErjzKL0 · row _r4rErjzKL0

LAION-DISCO-12M

Not Equal

Listed as Linus – Not Equal (Not Equal) · Watch on YouTube

youtube_video _v92H4sOZOs · row _v92H4sOZOs

LAION-DISCO-12M

GAME

Listed as Linus – GAME (GAME) · Watch on YouTube

youtube_video bgLxAkrqxDE · row bgLxAkrqxDE

LAION-DISCO-12M

The Good Sign

Listed as Linus – The Good Sign (The Good Sign) · Watch on YouTube

youtube_video cIzs-T91p1g · row cIzs-T91p1g

LAION-DISCO-12M

Anti

Listed as Linus – Anti (Changes) · Watch on YouTube

youtube_video kl88JDeaxs4 · row kl88JDeaxs4

LAION-DISCO-12M

Bad Boy

Listed as Linus – Bad Boy (Message) · Watch on YouTube

youtube_video l4s5VZzh-kc · row l4s5VZzh-kc

LAION-DISCO-12M

Lemonade

Listed as Linus – Lemonade (UNBREAKABLE) · Watch on YouTube

youtube_video mNGuStxjO3M · row mNGuStxjO3M

LAION-DISCO-12M

Dry Leaves

Listed as Linus – Dry Leaves (Dry Leaves) · Watch on YouTube

youtube_video nyBdgfVlpO0 · row nyBdgfVlpO0

LAION-DISCO-12M

Alive

Listed as Linus – Alive (Alive) · Watch on YouTube

youtube_video p-iKYQ9xWpM · row p-iKYQ9xWpM

LAION-DISCO-12M

Through the Pain

Listed as Linus – Through the Pain (Changes) · Watch on YouTube

youtube_video pp2cx7vHoYM · row pp2cx7vHoYM

LAION-DISCO-12M

BREEZY

Listed as Linus – BREEZY (BREEZY) · Watch on YouTube

youtube_video wQj69AOZM2M · row wQj69AOZM2M

LAION-DISCO-12M

WALK THIS WAY

Listed as Linus – WALK THIS WAY (WALK THIS WAY) · Watch on YouTube

youtube_video wyckuxqa-p4 · row wyckuxqa-p4

LAION-DISCO-12M

Linus 2 songs

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

Stay With Me

Listed as MasterClass, Linus – Stay With Me (Stay With Me) · Watch on YouTube

youtube_video E9EJ2M6Fbvo · row E9EJ2M6Fbvo

LAION-DISCO-12M

Stay With Me Instrumental

Listed as MasterClass, Linus – Stay With Me Instrumental (Stay With Me) · Watch on YouTube

youtube_video n3xHFMz5RNc · row n3xHFMz5RNc

LAION-DISCO-12M

Linus 1 songs

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

Be My Dream (Flashtune Remix)

Listed as Marc, Linus – Be My Dream (Flashtune Remix) (Handz Up Tunes Vol. 5) · Watch on YouTube

youtube_video 8cE9xwipgRY · row 8cE9xwipgRY

LAION-DISCO-12M

AudioSet 5 videos, 5 rows

Let's Play Crappy/Old Games - Bonus Episode: Bad Rats

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

youtube_video 162WzlT0-34 · row unbalanced_train:162WzlT0-34:30:40

AudioSetunbalanced_train

Let's Play Renowned Explorers (PC Gameplay) - Part 2 - The Viking Longship/boat

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

youtube_video 4AP2rAIyDs8 · row unbalanced_train:4AP2rAIyDs8:30:40

AudioSetunbalanced_train

Let's Play Scribblenauts Unlimited (PC Gameplay) - Part 17: Saving the Boat

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

youtube_video 5pQLqFcASLM · row unbalanced_train:5pQLqFcASLM:30:40

AudioSetunbalanced_train

Let's Play Pokémon Blue: Nuzlocke - Part 19: How I Met Your Reggie

Clip 520s to 530s · Open clip on YouTube · Labels: Music, Speech

youtube_video LOps3KLgvXc · row unbalanced_train:LOps3KLgvXc:520:530

AudioSetunbalanced_train

Let's Play Saints Row 4 - Part 11: Dubstep Gun, Maximum Wub Achieved

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

youtube_video Nll784kdvwU · row unbalanced_train:Nll784kdvwU: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/linus-yt_UChvrNyxNjSMJNQ8Oerqy8ZQ

Provenance

JSON export SHA-256 d363a7a4fdc962edbf628230ceb636e6c2f8459f122f520a9393967c8824df3f

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.