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 You’re the best 2021 (넌 is 뭔들 2021 (You’re the best 2021)), Starry Night (Orchestra ver.) (별이 빛나는 밤 (Starry Night) (Orchestra ver.)), 4x4ever (4x4ever)

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.

You’re the best 2021 (넌 is 뭔들 2021 (You’re the best 2021))

Listed as MAMAMOO – You’re the best 2021 (넌 is 뭔들 2021 (You’re the best 2021)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video 05TvbNjkWuc · row 05TvbNjkWuc

LAION-DISCO-12M

Starry Night (Orchestra ver.) (별이 빛나는 밤 (Starry Night) (Orchestra ver.))

Listed as MAMAMOO – Starry Night (Orchestra ver.) (별이 빛나는 밤 (Starry Night) (Orchestra ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video 0GCeQC4ML_8 · row 0GCeQC4ML_8

LAION-DISCO-12M

4x4ever (4x4ever)

Listed as MAMAMOO – 4x4ever (4x4ever) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video 0ZkDkc9E7HA · row 0ZkDkc9E7HA

LAION-DISCO-12M

25 (Solo WheeIn) (25 (Solo 휘인))

Listed as MAMAMOO – 25 (Solo WheeIn) (25 (Solo 휘인)) (White Wind (White Wind)) · Watch on YouTube

youtube_video 26YAoTJ8Vhc · row 26YAoTJ8Vhc

LAION-DISCO-12M

My star (My star)

Listed as MAMAMOO – My star (My star) (White Wind (White Wind)) · Watch on YouTube

youtube_video 3Pni1FuJRCQ · row 3Pni1FuJRCQ

LAION-DISCO-12M

HIP (Remix ver.) (HIP (Remix ver.))

Listed as MAMAMOO – HIP (Remix ver.) (HIP (Remix ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video 6ELC2wiaACw · row 6ELC2wiaACw

LAION-DISCO-12M

Sleep Talk

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

youtube_video 78FNiIz2hBo · row 78FNiIz2hBo

LAION-DISCO-12M

Moderato

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

youtube_video 7H-ug2Mj1VM · row 7H-ug2Mj1VM

LAION-DISCO-12M

Morning (Morning)

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

youtube_video 7x4zzzC24DM · row 7x4zzzC24DM

LAION-DISCO-12M

A Memory for Life (애써 (A Memory for Life))

Listed as Mamamoo – A Memory for Life (애써 (A Memory for Life)) (WAW (WAW)) · Watch on YouTube

youtube_video 8plJbfgjZjg · row 8plJbfgjZjg

LAION-DISCO-12M

별 바람 꽃 태양 Star Wind Flower Sun

Listed as MAMAMOO – 별 바람 꽃 태양 Star Wind Flower Sun (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video 9ZimgtNWweM · row 9ZimgtNWweM

LAION-DISCO-12M

Love & Hate (Solo Moon Byul)

Listed as MAMAMOO – Love & Hate (Solo Moon Byul) (Purple) · Watch on YouTube

youtube_video B9kD13rVu_M · row B9kD13rVu_M

LAION-DISCO-12M

Waggy (쟤가 걔야 (Waggy))

Listed as MAMAMOO – Waggy (쟤가 걔야 (Waggy)) (White Wind (White Wind)) · Watch on YouTube

youtube_video ExwhC3T7Vd4 · row ExwhC3T7Vd4

LAION-DISCO-12M

Rainy Season (장마 (Rainy Season))

Listed as MAMAMOO – Rainy Season (장마 (Rainy Season)) (Rainy Season (장마 (Rainy Season))) · Watch on YouTube

youtube_video FWYui82-OvE · row FWYui82-OvE

LAION-DISCO-12M

Sky! Sky! (하늘하늘 (청순) (Sky! Sky!))

Listed as MAMAMOO – Sky! Sky! (하늘하늘 (청순) (Sky! Sky!)) (RED MOON (RED MOON)) · Watch on YouTube

youtube_video H_kGZUL8N1o · row H_kGZUL8N1o

LAION-DISCO-12M

봄타 Spring Fever

Listed as MAMAMOO – 봄타 Spring Fever (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video HqZqtkAG2js · row HqZqtkAG2js

LAION-DISCO-12M

I love too

Listed as MAMAMOO – I love too (MEMORY) · Watch on YouTube

youtube_video Hv4U3UiN0sk · row Hv4U3UiN0sk

LAION-DISCO-12M

Chuck

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

youtube_video JL3yuiNtR1k · row JL3yuiNtR1k

LAION-DISCO-12M

gogobebe (Rock ver.) (고고베베 (gogobebe) (Rock ver.))

Listed as MAMAMOO – gogobebe (Rock ver.) (고고베베 (gogobebe) (Rock ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video JSgrIjiRYsU · row JSgrIjiRYsU

LAION-DISCO-12M

rEALITY (rEALITY)

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

youtube_video JczLd7TE2Q0 · row JczLd7TE2Q0

LAION-DISCO-12M

Sleep In The Car (잠이라도 자지 (Sleep In The Car))

Listed as MAMAMOO – Sleep In The Car (잠이라도 자지 (Sleep In The Car)) (RED MOON (RED MOON)) · Watch on YouTube

youtube_video KB3oHWZm7-A · row KB3oHWZm7-A

LAION-DISCO-12M

I’m Your Fan (I’m Your Fan)

Listed as MAMAMOO – I’m Your Fan (I’m Your Fan) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video PEUHQY3wuqg · row PEUHQY3wuqg

LAION-DISCO-12M

Bad bye (Bad bye)

Listed as MAMAMOO – Bad bye (Bad bye) (White Wind (White Wind)) · Watch on YouTube

youtube_video RDWyDrYwhrg · row RDWyDrYwhrg

LAION-DISCO-12M

Better than I thought (생각보단 괜찮아 (Better than I thought))

Listed as MAMAMOO – Better than I thought (생각보단 괜찮아 (Better than I thought)) (BLUE;S (BLUE;S)) · Watch on YouTube

youtube_video Sd51Tfz9Z8c · row Sd51Tfz9Z8c

LAION-DISCO-12M

Another Day (내일의 너, 오늘의 나 (Another Day))

Listed as Mamamoo – Another Day (내일의 너, 오늘의 나 (Another Day)) (WAW (WAW)) · Watch on YouTube

youtube_video T9saRJXOMhw · row T9saRJXOMhw

LAION-DISCO-12M

Better (Better)

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

youtube_video WT1muV2e7_8 · row WT1muV2e7_8

LAION-DISCO-12M

Ten Nights (열 밤 (Ten Nights))

Listed as MAMAMOO – Ten Nights (열 밤 (Ten Nights)) (reality in BLACK (reality in BLACK)) · Watch on YouTube

youtube_video aSWNU3yNk_o · row aSWNU3yNk_o

LAION-DISCO-12M

ZzZz (심심해 (ZzZz))

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

youtube_video bYL0uCe5EFE · row bYL0uCe5EFE

LAION-DISCO-12M

Good Night

Listed as MAMAMOO – Good Night (TRAVEL (TRAVEL)) · Watch on YouTube

youtube_video bsI9bhaabiM · row bsI9bhaabiM

LAION-DISCO-12M

Happier than Ever (분명 우린 그땐 좋았었어 (Happier than Ever))

Listed as MAMAMOO – Happier than Ever (분명 우린 그땐 좋았었어 (Happier than Ever)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video cY4gQV4HRPE · row cY4gQV4HRPE

LAION-DISCO-12M

Girl Crush (GIRL CRUSH)

Listed as MAMAMOO – Girl Crush (GIRL CRUSH) (Innisia Nest (OST)) · Watch on YouTube

youtube_video f2FvSCGTsxY · row f2FvSCGTsxY

LAION-DISCO-12M

Heeheehaheho

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

youtube_video faOX9AvXz6w · row faOX9AvXz6w

LAION-DISCO-12M

Good Luck

Listed as MAMAMOO – Good Luck (퀸덤 Queendom <커버곡 경연 Cover Contest> Part.1) · Watch on YouTube

youtube_video gvHoPjg5eAM · row gvHoPjg5eAM

LAION-DISCO-12M

HELLO (Solo Solar) (HELLO (Solo 솔라))

Listed as MAMAMOO – HELLO (Solo Solar) (HELLO (Solo 솔라)) (BLUE;S (BLUE;S)) · Watch on YouTube

youtube_video hZoLpNWGkhE · row hZoLpNWGkhE

LAION-DISCO-12M

Universe (Universe)

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

youtube_video hrzWKggII88 · row hrzWKggII88

LAION-DISCO-12M

우리끼리

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

youtube_video j6zNGc8uPxQ · row j6zNGc8uPxQ

LAION-DISCO-12M

따끔 a little bit

Listed as MAMAMOO – 따끔 a little bit (Pink Funky) · Watch on YouTube

youtube_video jLsc3y06org · row jLsc3y06org

LAION-DISCO-12M

Wind flower (Dramatic ver.) (Wind flower (Dramatic ver.))

Listed as MAMAMOO – Wind flower (Dramatic ver.) (Wind flower (Dramatic ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video jdRDcuBNDJk · row jdRDcuBNDJk

LAION-DISCO-12M

Decalcomanie 2021 (Decalcomanie 2021)

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

youtube_video jrMsUKjWWhw · row jrMsUKjWWhw

LAION-DISCO-12M

Rude Boy (Rude Boy)

Listed as MAMAMOO – Rude Boy (Rude Boy) (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video kjYqlYWrrEI · row kjYqlYWrrEI

LAION-DISCO-12M

NEW YORK

Listed as 마마무 MAMAMOO – NEW YORK (NEW YORK) · Watch on YouTube

youtube_video lZvwJMPNlWQ · row lZvwJMPNlWQ

LAION-DISCO-12M

Midnight Summer Dream (여름밤의 꿈 (Midnight Summer Dream))

Listed as MAMAMOO – Midnight Summer Dream (여름밤의 꿈 (Midnight Summer Dream)) (RED MOON (RED MOON)) · Watch on YouTube

youtube_video mt__KQa-gJ4 · row mt__KQa-gJ4

LAION-DISCO-12M

덤덤해지네 Be Calm (Hwa Sa Solo)

Listed as MAMAMOO, Hwa Sa – 덤덤해지네 Be Calm (Hwa Sa Solo) (Yellow Flower (Yellow Flower)) · Watch on YouTube

youtube_video nQoCRVVTYG0 · row nQoCRVVTYG0

LAION-DISCO-12M

Where R U (Where R U)

Listed as MAMAMOO – Where R U (Where R U) (White Wind (White Wind)) · Watch on YouTube

youtube_video pRtXXRQdVsk · row pRtXXRQdVsk

LAION-DISCO-12M

Yes I am (Funk boost ver.) (나로 말할 것 같으면 (Yes I am) (Funk boost ver.))

Listed as MAMAMOO – Yes I am (Funk boost ver.) (나로 말할 것 같으면 (Yes I am) (Funk boost ver.)) (I SAY MAMAMOO : THE BEST (I SAY MAMAMOO : THE BEST)) · Watch on YouTube

youtube_video p_-RVWdbCIs · row p_-RVWdbCIs

LAION-DISCO-12M

Destiny Part.2 (우린 결국 다시 만날 운명이었지 Part.2 (Destiny Part.2))

Listed as Mamamoo – Destiny Part.2 (우린 결국 다시 만날 운명이었지 Part.2 (Destiny Part.2)) (WAW (WAW)) · Watch on YouTube

youtube_video p_MaZR1NNtM · row p_MaZR1NNtM

LAION-DISCO-12M

Everyday (MAEIL BIO)

Listed as MAMAMOO – Everyday (MAEIL BIO) (Everyday (MAEIL BIO) (매일 봐요 (MAEIL BIO))) · Watch on YouTube

youtube_video qUqhDCM7YjA · row qUqhDCM7YjA

LAION-DISCO-12M

Shampoo

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

youtube_video vLYFa1u9Egk · row vLYFa1u9Egk

LAION-DISCO-12M

Emotion

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

youtube_video x5IHKozxkIU · row x5IHKozxkIU

LAION-DISCO-12M

I Miss You

Listed as MAMAMOO – I Miss You (Fan-dora's Box, Pt. 1 (From "Queendom")) · Watch on YouTube

youtube_video yEiCZfgRoSc · row yEiCZfgRoSc

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.