Yes. MAMAMOO has 156 songs listed in a dataset used to train AI music models.

Used for training 156

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 mumumumuch (Japanese ver.), WANNA BE MYSELF (Inst.), Dingga (Inst.) (딩가딩가 (Dingga) (Inst.))

Listed under the artist name 156 songs in LAION-DISCO-12M

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

mumumumuch (Japanese ver.)

Listed as MAMAMOO – mumumumuch (Japanese ver.) (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video 0CQGADjLEmg · row 0CQGADjLEmg

LAION-DISCO-12M

WANNA BE MYSELF (Inst.)

Listed as MAMAMOO – WANNA BE MYSELF (Inst.) (WANNA BE MYSELF) · Watch on YouTube

youtube_video 1XZBB2Zs-mg · row 1XZBB2Zs-mg

LAION-DISCO-12M

Dingga (Inst.) (딩가딩가 (Dingga) (Inst.))

Listed as MAMAMOO – Dingga (Inst.) (딩가딩가 (Dingga) (Inst.)) (Dingga (딩가딩가 (Dingga))) · Watch on YouTube

youtube_video 1gwANC6j94A · row 1gwANC6j94A

LAION-DISCO-12M

Piano Man (Piano Ver.)

Listed as 마마무 MAMAMOO – Piano Man (Piano Ver.) (Piano Man) · Watch on YouTube

youtube_video 27UrwmTa5jQ · row 27UrwmTa5jQ

LAION-DISCO-12M

Smile

Listed as MAMAMOO – Smile (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video 2S_tf2eQ8Aw · row 2S_tf2eQ8Aw

LAION-DISCO-12M

I do me (Hwa Sa Solo)

Listed as MAMAMOO – I do me (Hwa Sa Solo) (Hello) · Watch on YouTube

youtube_video 6QzE29z7IJM · row 6QzE29z7IJM

LAION-DISCO-12M

Egotistic (Inst.) (Instrumental) (너나 해 (Egotistic) (Inst.) (Instrumental))

Listed as MAMAMOO – Egotistic (Inst.) (Instrumental) (너나 해 (Egotistic) (Inst.) (Instrumental)) (RED MOON (RED MOON)) · Watch on YouTube

youtube_video 7UuNZbS51Gg · row 7UuNZbS51Gg

LAION-DISCO-12M

Wind flower (Inst.) (Wind flower (Inst.))

Listed as MAMAMOO – Wind flower (Inst.) (Wind flower (Inst.)) (Wind flower (Inst.)) · Watch on YouTube

youtube_video 7XSYZnqIiE8 · row 7XSYZnqIiE8

LAION-DISCO-12M

You in My Dreams

Listed as MAMAMOO – You in My Dreams (Suits, Part 3 (Original Sound Track)) · Watch on YouTube

youtube_video 9g08Y3gitv8 · row 9g08Y3gitv8

LAION-DISCO-12M

Decalcomanie -Japanese ver.-

Listed as MAMAMOO – Decalcomanie -Japanese ver.- (Decalcomanie -Japanese ver.-) · Watch on YouTube

youtube_video 9n1okvZmKtM · row 9n1okvZmKtM

LAION-DISCO-12M

Strange Day

Listed as MAMAMOO – Strange Day (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video B76i4nbPxRY · row B76i4nbPxRY

LAION-DISCO-12M

Wind flower -Japanese ver.-

Listed as MAMAMOO – Wind flower -Japanese ver.- (Wind flower -Japanese ver.-) · Watch on YouTube

youtube_video C1GPam9Mc-4 · row C1GPam9Mc-4

LAION-DISCO-12M

Self Camera

Listed as MAMAMOO – Self Camera (Pink Funky) · Watch on YouTube

youtube_video CzSaFaRIYB8 · row CzSaFaRIYB8

LAION-DISCO-12M

Gentleman (feat. eSNa)

Listed as Mamamoo – Gentleman (feat. eSNa) (Piano Man) · Watch on YouTube

youtube_video EvnWbnfy1ls · row EvnWbnfy1ls

LAION-DISCO-12M

Hello Mama (Hello Mama)

Listed as MAMAMOO – Hello Mama (Hello Mama) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video GW0Azcd7nL4 · row GW0Azcd7nL4

LAION-DISCO-12M

Words Don't Come Easy 2021 (우리끼리 2021 (Words Don't Come Easy 2021))

Listed as MAMAMOO – Words Don't Come Easy 2021 (우리끼리 2021 (Words Don't Come Easy 2021)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video Iy_4-7UMm_c · row Iy_4-7UMm_c

LAION-DISCO-12M

Finally

Listed as MAMAMOO – Finally (Purple) · Watch on YouTube

youtube_video J7CYGoVj5XA · row J7CYGoVj5XA

LAION-DISCO-12M

A little bit 2021 (따끔 2021 (A little bit 2021))

Listed as MAMAMOO – A little bit 2021 (따끔 2021 (A little bit 2021)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video Jka6dLQKhrA · row Jka6dLQKhrA

LAION-DISCO-12M

Freakin Shoes

Listed as MAMAMOO – Freakin Shoes (Pink Funky) · Watch on YouTube

youtube_video KbMfGRbXtgM · row KbMfGRbXtgM

LAION-DISCO-12M

My Everything

Listed as MAMAMOO – My Everything (스파이 (Original Television Soundtrack) Code No. 4) · Watch on YouTube

youtube_video M8X9sCrbjjY · row M8X9sCrbjjY

LAION-DISCO-12M

금요일밤

Listed as MAMAMOO – 금요일밤 (Melting) · Watch on YouTube

youtube_video NM4NtWH3ClA · row NM4NtWH3ClA

LAION-DISCO-12M

WOW (Inst.)

Listed as MAMAMOO – WOW (Inst.) (Search: WWW, Part 5 (Original Sound Ttrack)) · Watch on YouTube

youtube_video NZPwuXAITHc · row NZPwuXAITHc

LAION-DISCO-12M

Sugar Man2, Pt. 7 - Gloomy coincidence

Listed as MAMAMOO – Sugar Man2, Pt. 7 - Gloomy coincidence (Sugar Man2, Pt. 7 - Gloomy coincidence) · Watch on YouTube

youtube_video O4d2eK0tT-0 · row O4d2eK0tT-0

LAION-DISCO-12M

Baton Touch

Listed as MAMAMOO – Baton Touch (Hello) · Watch on YouTube

youtube_video Ouc0cqEipII · row Ouc0cqEipII

LAION-DISCO-12M

Piano Man (Inst.)

Listed as 마마무 MAMAMOO – Piano Man (Inst.) (Piano Man) · Watch on YouTube

youtube_video Q7Q4lb8GwpQ · row Q7Q4lb8GwpQ

LAION-DISCO-12M

나만의 Recipe

Listed as MAMAMOO – 나만의 Recipe (Melting) · Watch on YouTube

youtube_video QZnCuJUAWwg · row QZnCuJUAWwg

LAION-DISCO-12M

Starry Night (Japanese ver.)

Listed as MAMAMOO – Starry Night (Japanese ver.) (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video R-4RIfxknhg · row R-4RIfxknhg

LAION-DISCO-12M

Diamond

Listed as MAMAMOO – Diamond (TRAVEL (TRAVEL)) · Watch on YouTube

youtube_video SSkyhcr5qPI · row SSkyhcr5qPI

LAION-DISCO-12M

Funky Boy

Listed as MAMAMOO – Funky Boy (Melting) · Watch on YouTube

youtube_video TxlM9w_U-ss · row TxlM9w_U-ss

LAION-DISCO-12M

Paint Me (Orchestra ver.) (칠해줘 (Paint Me) (Orchestra ver.))

Listed as MAMAMOO – Paint Me (Orchestra ver.) (칠해줘 (Paint Me) (Orchestra ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video XFystw_393s · row XFystw_393s

LAION-DISCO-12M

Memory

Listed as MAMAMOO – Memory (MEMORY) · Watch on YouTube

youtube_video XnNWHAYtjd4 · row XnNWHAYtjd4

LAION-DISCO-12M

Intro (가을에서 겨울로 (Intro))

Listed as MAMAMOO – Intro (가을에서 겨울로 (Intro)) (BLUE;S (BLUE;S)) · Watch on YouTube

youtube_video Z2PFYeZrRjU · row Z2PFYeZrRjU

LAION-DISCO-12M

HIP (Inst.) (HIP (Inst.))

Listed as MAMAMOO – HIP (Inst.) (HIP (Inst.)) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video _APhbxnKomM · row _APhbxnKomM

LAION-DISCO-12M

섹시한 남자

Listed as MAMAMOO – 섹시한 남자 (섹시한 남자 / 눈물 (From "투유 프로젝트 - 슈가맨, Part 30")) · Watch on YouTube

youtube_video aN38ah2Xcck · row aN38ah2Xcck

LAION-DISCO-12M

Hello

Listed as MAMAMOO – Hello (Hello) · Watch on YouTube

youtube_video aNvJ6Qp4Ss8 · row aNvJ6Qp4Ss8

LAION-DISCO-12M

Nada Sousou

Listed as MAMAMOO – Nada Sousou (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video bfY5sZF9uow · row bfY5sZF9uow

LAION-DISCO-12M

MMM Simile (Live ver.)

Listed as MAMAMOO – MMM Simile (Live ver.) ([Hwa Sa Show Vol.3] MMM Simile) · Watch on YouTube

youtube_video iUezmmxUHgA · row iUezmmxUHgA

LAION-DISCO-12M

Just

Listed as MAMAMOO – Just (Melting) · Watch on YouTube

youtube_video l_K-J7OeQsI · row l_K-J7OeQsI

LAION-DISCO-12M

gogobebe (Inst.) (고고베베 (gogobebe) (Inst.))

Listed as MAMAMOO – gogobebe (Inst.) (고고베베 (gogobebe) (Inst.)) (White Wind (White Wind)) · Watch on YouTube

youtube_video lkfZRmNrOEQ · row lkfZRmNrOEQ

LAION-DISCO-12M

Starry Night (Inst.) (Instrumental) (별이 빛나는 밤 (Inst.) (Instrumental))

Listed as MAMAMOO – Starry Night (Inst.) (Instrumental) (별이 빛나는 밤 (Inst.) (Instrumental)) (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video o4SAU8P0rwQ · row o4SAU8P0rwQ

LAION-DISCO-12M

Mr. Ambiguous 2021 (Mr.애매모호 2021 (Mr. Ambiguous 2021))

Listed as MAMAMOO – Mr. Ambiguous 2021 (Mr.애매모호 2021 (Mr. Ambiguous 2021)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video oD_xtJgjOBM · row oD_xtJgjOBM

LAION-DISCO-12M

DAB DAB

Listed as MAMAMOO – DAB DAB (MEMORY) · Watch on YouTube

youtube_video pLd0N7rcQdU · row pLd0N7rcQdU

LAION-DISCO-12M

You Don't Know Me

Listed as MAMAMOO – You Don't Know Me (Decalcomanie -Japanese ver.-) · Watch on YouTube

youtube_video qVYNeftEJ7U · row qVYNeftEJ7U

LAION-DISCO-12M

고양이

Listed as MAMAMOO – 고양이 (Melting) · Watch on YouTube

youtube_video qrU0ECOBJn0 · row qrU0ECOBJn0

LAION-DISCO-12M

Open Your Mind

Listed as MAMAMOO – Open Your Mind (Man to Man, Pt. 5 (Original Television Soundtrack)) · Watch on YouTube

youtube_video u0lw9Qkag6o · row u0lw9Qkag6o

LAION-DISCO-12M

갑과 을 No no no

Listed as MAMAMOO – 갑과 을 No no no (Pink Funky) · Watch on YouTube

youtube_video uKY4DFru-Q0 · row uKY4DFru-Q0

LAION-DISCO-12M

Egotistic (Japanese ver.)

Listed as MAMAMOO – Egotistic (Japanese ver.) (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video ud01FUyS7VU · row ud01FUyS7VU

LAION-DISCO-12M

Angel

Listed as MAMAMOO – Angel (MEMORY) · Watch on YouTube

youtube_video vmdd4l2LSkI · row vmdd4l2LSkI

LAION-DISCO-12M

4season (Outro) (4season (Outro))

Listed as MAMAMOO – 4season (Outro) (4season (Outro)) (White Wind (White Wind)) · Watch on YouTube

youtube_video z2uH-wsEmh4 · row z2uH-wsEmh4

LAION-DISCO-12M

고향이

Listed as MAMAMOO – 고향이 (Melting) · Watch on YouTube

youtube_video zVb-lz5j-dI · row zVb-lz5j-dI

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.