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 Piano Man 2021 (Piano Man 2021), I Miss You, Where Are We Now (Where Are We Now)

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.

Piano Man 2021 (Piano Man 2021)

Listed as MAMAMOO – Piano Man 2021 (Piano Man 2021) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video 0-b5Y2IclX8 · row 0-b5Y2IclX8

LAION-DISCO-12M

I Miss You

Listed as ??? MAMAMOO – I Miss You (I Miss You) · Watch on YouTube

youtube_video 2DngPY6sdyU · row 2DngPY6sdyU

LAION-DISCO-12M

Where Are We Now (Where Are We Now)

Listed as Mamamoo – Where Are We Now (Where Are We Now) (WAW (WAW)) · Watch on YouTube

youtube_video 2YM1Rd0UkzQ · row 2YM1Rd0UkzQ

LAION-DISCO-12M

음오아예(Um Oh Ah Yeh)

Listed as MAMAMOO – 음오아예(Um Oh Ah Yeh) (Pink Funky) · Watch on YouTube

youtube_video 2atCp8rcYFQ · row 2atCp8rcYFQ

LAION-DISCO-12M

Heeheehaheho

Listed as MAMAMOO, Geeks – Heeheehaheho (Heeheehaheho) · Watch on YouTube

youtube_video 3KFhNc7BNOI · row 3KFhNc7BNOI

LAION-DISCO-12M

자꾸 더 보고싶은 사람

Listed as MAMAMOO – 자꾸 더 보고싶은 사람 (Romantic Doctor 2 (Original Television Soundtrack) Pt.6) · Watch on YouTube

youtube_video 6XENUhaDQQg · row 6XENUhaDQQg

LAION-DISCO-12M

WOW

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

youtube_video 94-HUPpWIGU · row 94-HUPpWIGU

LAION-DISCO-12M

Double Trouble Couple

Listed as MAMAMOO – Double Trouble Couple (Strong Woman Do Bong Soon, Pt. 5 (Original Television Soundtrack)) · Watch on YouTube

youtube_video Ao5lLD_VgRE · row Ao5lLD_VgRE

LAION-DISCO-12M

Wind flower (Wind flower)

Listed as MAMAMOO – Wind flower (Wind flower) (BLUE;S (BLUE;S)) · Watch on YouTube

youtube_video B09fEHm48ZI · row B09fEHm48ZI

LAION-DISCO-12M

Yes I Am

Listed as MAMAMOO – Yes I Am (Purple) · Watch on YouTube

youtube_video BZbUoOk2jx0 · row BZbUoOk2jx0

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gogobebe (고고베베 (gogobebe))

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

youtube_video DNTwy84nQLM · row DNTwy84nQLM

LAION-DISCO-12M

No more drama (No more drama)

Listed as MAMAMOO – No more drama (No more drama) (BLUE;S (BLUE;S)) · Watch on YouTube

youtube_video EI4MqHPsmhs · row EI4MqHPsmhs

LAION-DISCO-12M

LOVE

Listed as 마마무 MAMAMOO – LOVE (Guardian, Part 13 (Original Sound Track)) · Watch on YouTube

youtube_video F3R3DuxwJGM · row F3R3DuxwJGM

LAION-DISCO-12M

Dingga (딩가딩가 (Dingga))

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

youtube_video FQI9B9TcSTI · row FQI9B9TcSTI

LAION-DISCO-12M

Mr.Ambiguous

Listed as MAMAMOO – Mr.Ambiguous (Hello) · Watch on YouTube

youtube_video I1V4bctd8uA · row I1V4bctd8uA

LAION-DISCO-12M

SELFISH (Feat. SEULGI Of Red Velvet) (SELFISH ) (feat. SEULGI, SEULGI Of Red Velvet & 슬기 Of Red Velvet)

Listed as MAMAMOO – SELFISH (Feat. SEULGI Of Red Velvet) (SELFISH ) (feat. SEULGI, SEULGI Of Red Velvet & 슬기 Of Red Velvet) (RED MOON (RED MOON)) · Watch on YouTube

youtube_video IDAbQRzQl8Q · row IDAbQRzQl8Q

LAION-DISCO-12M

Peppermint Chocolate (MMM ver.) (썸남썸녀 (Peppermint Chocolate) (MMM ver.))

Listed as MAMAMOO – Peppermint Chocolate (MMM ver.) (썸남썸녀 (Peppermint Chocolate) (MMM ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video IVlIC8Kd-fs · row IVlIC8Kd-fs

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WANNA BE MYSELF

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

youtube_video IrgishqNycY · row IrgishqNycY

LAION-DISCO-12M

woo hoo (기대해도 좋은 날)

Listed as MAMAMOO – woo hoo (기대해도 좋은 날) (woo hoo (From "LG G5 & Friends")) · Watch on YouTube

youtube_video JhYw8dwp9iU · row JhYw8dwp9iU

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Paint Me (칠해줘)

Listed as MAMAMOO – Paint Me (칠해줘) (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video K6pnwqlvvJA · row K6pnwqlvvJA

LAION-DISCO-12M

Don't be happy

Listed as MAMAMOO, BUMKEY – Don't be happy (Don't be happy) · Watch on YouTube

youtube_video KW-gyuuvixo · row KW-gyuuvixo

LAION-DISCO-12M

1cm의 자존심

Listed as MAMAMOO – 1cm의 자존심 (Melting) · Watch on YouTube

youtube_video KxzhDzd5828 · row KxzhDzd5828

LAION-DISCO-12M

Heeheehaheho (Inst.)

Listed as MAMAMOO, Geeks – Heeheehaheho (Inst.) (Heeheehaheho) · Watch on YouTube

youtube_video LG4L-jgsapw · row LG4L-jgsapw

LAION-DISCO-12M

AYA

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

youtube_video LIDrNrnbbes · row LIDrNrnbbes

LAION-DISCO-12M

L.I.E.C (L.I.E.C)

Listed as MAMAMOO – L.I.E.C (L.I.E.C) (MIC ON (MIC ON)) · Watch on YouTube

youtube_video LVZ02Fu43eQ · row LVZ02Fu43eQ

LAION-DISCO-12M

Love Lane

Listed as 마마무 MAMAMOO – Love Lane (연애말고 결혼 OST Marriage over Love OST) · Watch on YouTube

youtube_video OIkVKQBUUnM · row OIkVKQBUUnM

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Travel

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

youtube_video PblqCFAn0y0 · row PblqCFAn0y0

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This song

Listed as Loco, MAMAMOO – This song (My Lovely Girl (Original Television Soundtrack, Pt. 1)) · Watch on YouTube

youtube_video VYYpZZCLxDQ · row VYYpZZCLxDQ

LAION-DISCO-12M

썸남썸녀 Peppermint Chocolate (Inst.) (feat. Wheesung)

Listed as K.Will, MAMAMOO – 썸남썸녀 Peppermint Chocolate (Inst.) (feat. Wheesung) (썸남썸녀 Peppermint Chocolate) · Watch on YouTube

youtube_video Vxp8Qd69Ijw · row Vxp8Qd69Ijw

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AZE GAG

Listed as MAMAMOO – AZE GAG (Purple) · Watch on YouTube

youtube_video Z8xp0UzsY9w · row Z8xp0UzsY9w

LAION-DISCO-12M

mumumumuch (하늘 땅 바다만큼 (mumumumuch))

Listed as MAMAMOO – mumumumuch (하늘 땅 바다만큼 (mumumumuch)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video dbrax43hzfk · row dbrax43hzfk

LAION-DISCO-12M

ILLELLA (ILLELLA (일낼라))

Listed as MAMAMOO – ILLELLA (ILLELLA (일낼라)) (MIC ON (MIC ON)) · Watch on YouTube

youtube_video f2oPoCedlbE · row f2oPoCedlbE

LAION-DISCO-12M

Décalcomanie

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

youtube_video fFZ1__X-kKs · row fFZ1__X-kKs

LAION-DISCO-12M

Piano Man

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

youtube_video g8maq0Wardk · row g8maq0Wardk

LAION-DISCO-12M

Don't be happy (feat. BUMKEY)

Listed as Mamamoo – Don't be happy (feat. BUMKEY) (Hello) · Watch on YouTube

youtube_video gSgAswC3u5I · row gSgAswC3u5I

LAION-DISCO-12M

Egotistic (너나 해 (Egotistic))

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

youtube_video gjAyXT0YynA · row gjAyXT0YynA

LAION-DISCO-12M

Gleam

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

youtube_video hROjDw5GP3Q · row hROjDw5GP3Q

LAION-DISCO-12M

별이 빛나는 밤 Starry Night

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

youtube_video hRR5qDwY_go · row hRR5qDwY_go

LAION-DISCO-12M

넌 Is 뭔들

Listed as MAMAMOO – 넌 Is 뭔들 (Melting) · Watch on YouTube

youtube_video ibVIYayLHeU · row ibVIYayLHeU

LAION-DISCO-12M

아훕! AHH OOP!

Listed as MAMAMOO – 아훕! AHH OOP! (Pink Funky) · Watch on YouTube

youtube_video j0Mjy-6XgEs · row j0Mjy-6XgEs

LAION-DISCO-12M

Just Believe In Love

Listed as MAMAMOO – Just Believe In Love (I SAY MAMAMOO: THE BEST (Japan Edition)) · Watch on YouTube

youtube_video no8cC5S550Q · row no8cC5S550Q

LAION-DISCO-12M

Um Oh Ah Yeh 2021 (음오아예 2021 (Um Oh Ah Yeh 2021))

Listed as MAMAMOO – Um Oh Ah Yeh 2021 (음오아예 2021 (Um Oh Ah Yeh 2021)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video pZZSZbS3uYw · row pZZSZbS3uYw

LAION-DISCO-12M

1,2,3 Eoi! (하나둘셋 어이! (1,2,3 Eoi!))

Listed as MAMAMOO – 1,2,3 Eoi! (하나둘셋 어이! (1,2,3 Eoi!)) (MIC ON (MIC ON)) · Watch on YouTube

youtube_video qBG8ehCMBt4 · row qBG8ehCMBt4

LAION-DISCO-12M

Egotistic (Blistering sun ver.) (너나 해 (Egotistic) (Blistering sun ver.))

Listed as MAMAMOO – Egotistic (Blistering sun ver.) (너나 해 (Egotistic) (Blistering sun ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video rCRY9uatoxY · row rCRY9uatoxY

LAION-DISCO-12M

썸남썸녀 Peppermint Chocolate (feat. Wheesung)

Listed as K.Will, MAMAMOO – 썸남썸녀 Peppermint Chocolate (feat. Wheesung) (썸남썸녀 Peppermint Chocolate) · Watch on YouTube

youtube_video t66dyl9ZBk4 · row t66dyl9ZBk4

LAION-DISCO-12M

Don't be happy (Inst.)

Listed as MAMAMOO, BUMKEY – Don't be happy (Inst.) (Don't be happy) · Watch on YouTube

youtube_video u9aId7yoafU · row u9aId7yoafU

LAION-DISCO-12M

HIP (HIP)

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

youtube_video wp_lKkWoyfI · row wp_lKkWoyfI

LAION-DISCO-12M

Destiny (우린 결국 다시 만날 운명이었지 (Destiny))

Listed as MAMAMOO – Destiny (우린 결국 다시 만날 운명이었지 (Destiny)) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video xrXHnfMPoME · row xrXHnfMPoME

LAION-DISCO-12M

High Tension (춤을 춰 (High Tension))

Listed as MAMAMOO – High Tension (춤을 춰 (High Tension)) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video xwIJp1kD-aQ · row xwIJp1kD-aQ

LAION-DISCO-12M

DA RA DA (feat. Whee In, Jeff Bernat & B.O.)

Listed as MAMAMOO – DA RA DA (feat. Whee In, Jeff Bernat & B.O.) (Purple) · Watch on YouTube

youtube_video zgOorVMnAGo · row zgOorVMnAGo

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.