Report L2M built from the datasets alone

Yes. L2M has 18 songs and 3 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 3

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 L2M - Express Yourself [Episode 2], L2M - New Music From L2M! [Episode 1], L2M - Showtime! [Episode 7]

Used for training 18

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 Tag Me In, Stick Together - Episode 8, Hold Ya Head Up - Episode 5

Listed under the artist name 18 songs in LAION-DISCO-12M

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

Tag Me In

Listed as L2M – Tag Me In (Tag Me In) · Watch on YouTube

youtube_video 2EkQLJarbgU · row 2EkQLJarbgU

LAION-DISCO-12M

Stick Together - Episode 8

Listed as L2M – Stick Together - Episode 8 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video 4XIBNSlrI6Y · row 4XIBNSlrI6Y

LAION-DISCO-12M

Hold Ya Head Up - Episode 5

Listed as L2M – Hold Ya Head Up - Episode 5 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video 5UZhcE5q98Y · row 5UZhcE5q98Y

LAION-DISCO-12M

B.E.A.T.

Listed as L2M – B.E.A.T. (B.E.A.T.) · Watch on YouTube

youtube_video 8Tgojo_A-Tk · row 8Tgojo_A-Tk

LAION-DISCO-12M

By Girls, for Girls - Episode 10

Listed as L2M – By Girls, for Girls - Episode 10 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video A5O40ZGCR2o · row A5O40ZGCR2o

LAION-DISCO-12M

Turning up Loud - Episode 6

Listed as L2M – Turning up Loud - Episode 6 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video BYDzZorp5E8 · row BYDzZorp5E8

LAION-DISCO-12M

Overthinking

Listed as L2M – Overthinking (Overthinking) · Watch on YouTube

youtube_video Epo0nEHgI8Q · row Epo0nEHgI8Q

LAION-DISCO-12M

Don't Come Back Around

Listed as L2M – Don't Come Back Around (Don't Come Back Around) · Watch on YouTube

youtube_video GGqDWhQ_Fe4 · row GGqDWhQ_Fe4

LAION-DISCO-12M

I Got This - Episode 2

Listed as L2M – I Got This - Episode 2 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video M4h0l42zbA0 · row M4h0l42zbA0

LAION-DISCO-12M

Promises - Episode 9

Listed as L2M – Promises - Episode 9 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video QIB08-FQlIs · row QIB08-FQlIs

LAION-DISCO-12M

These White Lies - Episode 4

Listed as L2M – These White Lies - Episode 4 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video Vhego7z8gUs · row Vhego7z8gUs

LAION-DISCO-12M

Girlz

Listed as L2M – Girlz (Girlz) · Watch on YouTube

youtube_video bAnHzOLeb6A · row bAnHzOLeb6A

LAION-DISCO-12M

Living for the Rhythm

Listed as L2M – Living for the Rhythm (Living for the Rhythm) · Watch on YouTube

youtube_video bEu7wmm2yV0 · row bEu7wmm2yV0

LAION-DISCO-12M

Hyperlinked - Theme

Listed as L2M – Hyperlinked - Theme (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video e8J3korE8FM · row e8J3korE8FM

LAION-DISCO-12M

Better Together - Episode 3

Listed as L2M – Better Together - Episode 3 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video lumamJI0caI · row lumamJI0caI

LAION-DISCO-12M

All In - Episode 7

Listed as L2M – All In - Episode 7 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video t9joFDR0dA4 · row t9joFDR0dA4

LAION-DISCO-12M

Incredible

Listed as L2M – Incredible (Incredible) · Watch on YouTube

youtube_video xBVDcMhZfmg · row xBVDcMhZfmg

LAION-DISCO-12M

Come Together - Episode 1

Listed as L2M – Come Together - Episode 1 (Hyperlinked (Soundtrack)) · Watch on YouTube

youtube_video zacUjU3Ru_s · row zacUjU3Ru_s

LAION-DISCO-12M

AudioSet 3 videos, 3 rows

L2M - Express Yourself [Episode 2]

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

youtube_video -L6GFgTiqVw · row unbalanced_train:-L6GFgTiqVw:30:40

AudioSetunbalanced_train

L2M - New Music From L2M! [Episode 1]

Clip 40s to 50s · Open clip on YouTube · Labels: Music, Speech

youtube_video EhrgfFWvybs · row unbalanced_train:EhrgfFWvybs:40:50

AudioSetunbalanced_train

L2M - Showtime! [Episode 7]

Clip 370s to 380s · Open clip on YouTube · Labels: Singing, Music

youtube_video JbUpB6EUGYw · row unbalanced_train:JbUpB6EUGYw:370:380

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/l2m-yt_UC_4G8YkHFMC2xukuVziP7xA

Provenance

JSON export SHA-256 b5f4fa367e2788e86c46965ced49400805055a367286d8429a7184bc253da33e

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.