Yes. M.A.M has 74 songs listed in a dataset used to train AI music models.

Used for training 74

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 Organic Voyage, Ghetto Logic, Eternal Summers (pt. 1)

Listed under the artist name 74 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Organic Voyage

Listed as Mam – Organic Voyage (Garden of Eternal Summers) · Watch on YouTube

youtube_video 3zZCuL6IN_Y · row 3zZCuL6IN_Y

LAION-DISCO-12M

Ghetto Logic

Listed as Mam – Ghetto Logic (The Beats of Science Vol. 6) · Watch on YouTube

youtube_video AmWsf_4dQDk · row AmWsf_4dQDk

LAION-DISCO-12M

Eternal Summers (pt. 1)

Listed as Mam – Eternal Summers (pt. 1) (Garden of Eternal Summers) · Watch on YouTube

youtube_video CVmwUuDEipk · row CVmwUuDEipk

LAION-DISCO-12M

Is ADC (Paxton Fettel Remix)

Listed as MAM – Is ADC (Paxton Fettel Remix) (Is ADC) · Watch on YouTube

youtube_video D1aeXodnjNY · row D1aeXodnjNY

LAION-DISCO-12M

Stress Less (Erhan Kesen Remix)

Listed as M.A.M. – Stress Less (Erhan Kesen Remix) (Voltaire Music Pres. The London Diary, Pt. 3) · Watch on YouTube

youtube_video DDV3jRvg4X4 · row DDV3jRvg4X4

LAION-DISCO-12M

Memory Touch

Listed as Mam – Memory Touch (Garden of Eternal Summers) · Watch on YouTube

youtube_video HDDH_I5eQDY · row HDDH_I5eQDY

LAION-DISCO-12M

Champion

Listed as Mam – Champion (More Music Lights & Love) · Watch on YouTube

youtube_video I1yGLY1J-4Q · row I1yGLY1J-4Q

LAION-DISCO-12M

I Can Not Explain

Listed as MAM – I Can Not Explain (Is ADC) · Watch on YouTube

youtube_video IaffOHs4CwQ · row IaffOHs4CwQ

LAION-DISCO-12M

Starlight Music

Listed as Mam – Starlight Music (More Music Lights & Love) · Watch on YouTube

youtube_video LzffYOijN-w · row LzffYOijN-w

LAION-DISCO-12M

Six Steps to Hell

Listed as MAM – Six Steps to Hell (Is ADC) · Watch on YouTube

youtube_video N51v-c15Cn0 · row N51v-c15Cn0

LAION-DISCO-12M

Eternal Summers (pt. 2)

Listed as Mam – Eternal Summers (pt. 2) (Garden of Eternal Summers) · Watch on YouTube

youtube_video QRi-VIWAAAI · row QRi-VIWAAAI

LAION-DISCO-12M

Almost Nothing

Listed as Mam – Almost Nothing (Garden of Eternal Summers) · Watch on YouTube

youtube_video Rj5OcYdtCvg · row Rj5OcYdtCvg

LAION-DISCO-12M

Free

Listed as Mam – Free (The Elektrospective EP) · Watch on YouTube

youtube_video S-ASK5IIV6o · row S-ASK5IIV6o

LAION-DISCO-12M

Is ADC (Martin Patino Remix)

Listed as MAM – Is ADC (Martin Patino Remix) (Is ADC) · Watch on YouTube

youtube_video Te48O9ecqgY · row Te48O9ecqgY

LAION-DISCO-12M

Beat Electric

Listed as Mam – Beat Electric (The Beats of Science Vol. 6) · Watch on YouTube

youtube_video XrmbUGneyaY · row XrmbUGneyaY

LAION-DISCO-12M

Broke Ain't All Bad

Listed as Mam – Broke Ain't All Bad (Broke Ain't All Bad) · Watch on YouTube

youtube_video Yas60zxvcOU · row Yas60zxvcOU

LAION-DISCO-12M

Stress Less (Mirco Violi Remix)

Listed as M.A.M. – Stress Less (Mirco Violi Remix) (Rise - Deep & Tech-House Selection, Pt. 7) · Watch on YouTube

youtube_video _SBt38DVjEQ · row _SBt38DVjEQ

LAION-DISCO-12M

More Crazy Nights

Listed as Mam – More Crazy Nights (More Music Lights & Love) · Watch on YouTube

youtube_video _cCz5Y29EKc · row _cCz5Y29EKc

LAION-DISCO-12M

Acid Bright

Listed as Mam – Acid Bright (Garden of Eternal Summers) · Watch on YouTube

youtube_video ps3dMfCx9oI · row ps3dMfCx9oI

LAION-DISCO-12M

Brand New Shoes

Listed as MAM – Brand New Shoes (Letters from Venice, Vol. 2) · Watch on YouTube

youtube_video qLHxLHL_amg · row qLHxLHL_amg

LAION-DISCO-12M

Double Chance

Listed as Mam – Double Chance (Garden of Eternal Summers) · Watch on YouTube

youtube_video qYqZNq0W0Zk · row qYqZNq0W0Zk

LAION-DISCO-12M

So Close To The Events

Listed as Mam – So Close To The Events (Grond) · Watch on YouTube

youtube_video sZdR1bhyq6M · row sZdR1bhyq6M

LAION-DISCO-12M

Night Patterns

Listed as Mam – Night Patterns (Garden of Eternal Summers) · Watch on YouTube

youtube_video skahwgP5vUg · row skahwgP5vUg

LAION-DISCO-12M

Midnight Trader

Listed as Mam – Midnight Trader (The Elektrospective EP) · Watch on YouTube

youtube_video tczGFYADPHs · row tczGFYADPHs

LAION-DISCO-12M

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

Is this you?

Check another name

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. If you are this artist and want this page removed, see removals.