Yes. TWLV has 91 songs listed in a dataset used to train AI music models.

Used for training 91

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 8282(Party) (feat. SUPERBEE, UNEDUCATED KID) (8282 ) (feat. SUPERBEE & UNEDUCATED KID), California (California), Rendezvous (feat. Horim & Godi)

Listed under the artist name 91 songs in LAION-DISCO-12M

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

8282(Party) (feat. SUPERBEE, UNEDUCATED KID) (8282 ) (feat. SUPERBEE & UNEDUCATED KID)

Listed as twlv – 8282(Party) (feat. SUPERBEE, UNEDUCATED KID) (8282 ) (feat. SUPERBEE & UNEDUCATED KID) (8282(Party) (Feat. SUPERBEE, UNEDUCATED KID) (8282 (Feat. 수퍼비, UNEDUCATED KID))) · Watch on YouTube

youtube_video -773nW8j2Rw · row -773nW8j2Rw

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California (California)

Listed as twlv – California (California) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video 2Fa_MV7UvhU · row 2Fa_MV7UvhU

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Rendezvous (feat. Horim & Godi)

Listed as twlv – Rendezvous (feat. Horim & Godi) (Diminished) · Watch on YouTube

youtube_video 2x-qnsxTyo8 · row 2x-qnsxTyo8

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Where You From

Listed as twlv – Where You From (Where You From) · Watch on YouTube

youtube_video 3EouAtcOZxY · row 3EouAtcOZxY

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Summer! (Summer!)

Listed as SUPERBEE, UNEDUCATED KID, twlv, Yuzion – Summer! (Summer!) (Dingo X Yng & Rich Records (Part 2) (Dingo X Yng & Rich Records (Part 2))) · Watch on YouTube

youtube_video 4JisloF0pZU · row 4JisloF0pZU

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Excuses

Listed as twlv – Excuses (Neo Seoul) · Watch on YouTube

youtube_video 5Ihhvz7Lytc · row 5Ihhvz7Lytc

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Knock Down The Giants

Listed as twlv – Knock Down The Giants (The sword of Aramun, Pt. 2 (Original Television Soundtrack)) · Watch on YouTube

youtube_video 5whtH990j1Q · row 5whtH990j1Q

LAION-DISCO-12M

Rewind

Listed as twlv – Rewind (Echoes) · Watch on YouTube

youtube_video 7RvfNnxbgDY · row 7RvfNnxbgDY

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Guilty (죽일 놈 (Guilty))

Listed as twlv – Guilty (죽일 놈 (Guilty)) (THE FAN TOP5 (더 팬 TOP5)) · Watch on YouTube

youtube_video 7dWo9dwFOBo · row 7dWo9dwFOBo

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ALL IN

Listed as twlv – ALL IN (ALL IN) · Watch on YouTube

youtube_video 88VjDdIsQXI · row 88VjDdIsQXI

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Holiday (Feat. Paloalto, LEE YOUNG JI) (한량 ) (feat. Paloalto & LEE YOUNG JI)

Listed as twlv – Holiday (Feat. Paloalto, LEE YOUNG JI) (한량 ) (feat. Paloalto & LEE YOUNG JI) (ANTIFORMAL (ANTIFORMAL)) · Watch on YouTube

youtube_video 8nohpF9pj0g · row 8nohpF9pj0g

LAION-DISCO-12M

Bad Guys (양아치)

Listed as SUPERBEE, twlv – Bad Guys (양아치) (Bad Guys (양아치 (Yang-Ah-Chi))) · Watch on YouTube

youtube_video AcZRok0huDM · row AcZRok0huDM

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Wherever

Listed as twlv – Wherever (Diminished) · Watch on YouTube

youtube_video E0u3AlIluWg · row E0u3AlIluWg

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AUTOMATIC(Inst.) (AUTOMATIC(Inst.))

Listed as CHANCELLOR, BABYLON, TWLV, MOON – AUTOMATIC(Inst.) (AUTOMATIC(Inst.)) (AUTOMATIC (AUTOMATIC)) · Watch on YouTube

youtube_video EWIYYIOt26U · row EWIYYIOt26U

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Island (feat. REDDY)

Listed as twlv – Island (feat. REDDY) (Island) · Watch on YouTube

youtube_video FLCnjdty7Tg · row FLCnjdty7Tg

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Girls..(feat.CHANGMO,SUPERBEE) (덤벼대 (feat. CHANGMO & SUPERBEE)

Listed as twlv – Girls..(feat.CHANGMO,SUPERBEE) (덤벼대 (feat. CHANGMO & SUPERBEE) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video GiWUsaHcYAE · row GiWUsaHcYAE

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UNCONDITIONAL (feat. DON FVBIO)

Listed as twlv – UNCONDITIONAL (feat. DON FVBIO) (UNCONDITIONAL) · Watch on YouTube

youtube_video JmWQ7TWTpgU · row JmWQ7TWTpgU

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Take It Off (feat. Godi)

Listed as twlv – Take It Off (feat. Godi) (Diminished) · Watch on YouTube

youtube_video OfNTH5yjp7k · row OfNTH5yjp7k

LAION-DISCO-12M

Today (Feat. MELOH) (오늘따라 ) (feat. MELOH)

Listed as twlv – Today (Feat. MELOH) (오늘따라 ) (feat. MELOH) (ANTIFORMAL (ANTIFORMAL)) · Watch on YouTube

youtube_video QDnZ20Mn6fw · row QDnZ20Mn6fw

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Youth (feat. Jiselle)

Listed as twlv – Youth (feat. Jiselle) (Diminished) · Watch on YouTube

youtube_video RN9VeHJi7U8 · row RN9VeHJi7U8

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Will You

Listed as twlv – Will You (Diminished) · Watch on YouTube

youtube_video Riqxq6S9DyU · row Riqxq6S9DyU

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In The Room (In The Room)

Listed as twlv – In The Room (In The Room) (Blueline (Blueline)) · Watch on YouTube

youtube_video Rr8hkU_wVP0 · row Rr8hkU_wVP0

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No More(feat.Paul Blanco) (이제 ) (feat. Paul Blanco)

Listed as twlv – No More(feat.Paul Blanco) (이제 ) (feat. Paul Blanco) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video SBWMpvvK81k · row SBWMpvvK81k

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Easily(feat.MELOH) (쉽게 ) (feat. MELOH)

Listed as twlv – Easily(feat.MELOH) (쉽게 ) (feat. MELOH) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video VMQFry0wXX4 · row VMQFry0wXX4

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F.W.B. (English Ver.)

Listed as twlv – F.W.B. (English Ver.) (F.W.B. (English Ver.)) · Watch on YouTube

youtube_video VTyEuBl0R9U · row VTyEuBl0R9U

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CRZY (feat. CHANGMO)

Listed as twlv – CRZY (feat. CHANGMO) (Contents ½) · Watch on YouTube

youtube_video X4Mur5Q6qZk · row X4Mur5Q6qZk

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골프왕 GolfWang (Prod. By twlv)

Listed as SUPERBEE, Uneducated Kid, TWLV – 골프왕 GolfWang (Prod. By twlv) (영앤리치 X 플렉스 존 Yng & Rich X Flex Zone) · Watch on YouTube

youtube_video XIQnNLLZuPQ · row XIQnNLLZuPQ

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AUTOMATIC (AUTOMATIC)

Listed as CHANCELLOR, BABYLON, TWLV, MOON – AUTOMATIC (AUTOMATIC) (AUTOMATIC (AUTOMATIC)) · Watch on YouTube

youtube_video Xk7_eEx58ds · row Xk7_eEx58ds

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Tonite

Listed as twlv – Tonite (Tonite) · Watch on YouTube

youtube_video _dq4pvV3ykc · row _dq4pvV3ykc

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Blueline (Blueline)

Listed as twlv – Blueline (Blueline) (Blueline (Blueline)) · Watch on YouTube

youtube_video dtdnKl3Cjv8 · row dtdnKl3Cjv8

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trotrap (트로트랩)

Listed as SUPERBEE, UNEDUCATED KID, twlv, Yuzion – trotrap (트로트랩) (Dingo X Yng & Rich Records (Part 1) (Dingo X Yng & Rich Records (Part 1))) · Watch on YouTube

youtube_video e7K0CglzgVk · row e7K0CglzgVk

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Angel

Listed as twlv – Angel (Echoes) · Watch on YouTube

youtube_video hrXJA2BV2FI · row hrXJA2BV2FI

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VEN (Live) (Live) (너의 몸에 벤 (Live))

Listed as twlv – VEN (Live) (Live) (너의 몸에 벤 (Live)) (Blueline (Blueline)) · Watch on YouTube

youtube_video jIGp375F5hg · row jIGp375F5hg

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TWERKING (feat. RAVI)

Listed as twlv – TWERKING (feat. RAVI) (TWERKING (트월킹)) · Watch on YouTube

youtube_video jfR1-qxwYSU · row jfR1-qxwYSU

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Trust

Listed as twlv – Trust (Diminished) · Watch on YouTube

youtube_video jhNm2XaSwyo · row jhNm2XaSwyo

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Highway (Highway)

Listed as twlv – Highway (Highway) (ANTIFORMAL (ANTIFORMAL)) · Watch on YouTube

youtube_video kItao5VA7C0 · row kItao5VA7C0

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Toxic (feat. SE YOUNG)

Listed as twlv – Toxic (feat. SE YOUNG) (Diminished) · Watch on YouTube

youtube_video kg7u6ICcGHE · row kg7u6ICcGHE

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Te Quiero(feat.BIBI) (Te Quiero ) (feat. BIBI)

Listed as twlv – Te Quiero(feat.BIBI) (Te Quiero ) (feat. BIBI) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video l7tlbps6xnw · row l7tlbps6xnw

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DRIP DRIP! (DRIP DRIP!)

Listed as twlv – DRIP DRIP! (DRIP DRIP!) (K.I.S.S (K.I.S.S)) · Watch on YouTube

youtube_video ljYqZZA2nm8 · row ljYqZZA2nm8

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Serenade

Listed as twlv – Serenade (Serenade) · Watch on YouTube

youtube_video n4pUzazicN0 · row n4pUzazicN0

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Pinot Noir

Listed as twlv – Pinot Noir (Diminished) · Watch on YouTube

youtube_video nJL-iorT3OE · row nJL-iorT3OE

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The One (feat. Gist & oceanfromtheblue)

Listed as twlv – The One (feat. Gist & oceanfromtheblue) (Diminished) · Watch on YouTube

youtube_video nMHLYTXStU8 · row nMHLYTXStU8

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DEEP END

Listed as Twlv – DEEP END (Bad Prosecutor (Original Television Soundtrack)) · Watch on YouTube

youtube_video qShVbux-xe8 · row qShVbux-xe8

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Polaris

Listed as twlv – Polaris (Diminished) · Watch on YouTube

youtube_video qYpsaNI9Qv8 · row qYpsaNI9Qv8

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Like a Miracle

Listed as twlv – Like a Miracle (Like a Miracle) · Watch on YouTube

youtube_video qmbiW06uHr4 · row qmbiW06uHr4

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Hugs & Loyalty (feat. REDDY, DON FVBIO & Owell Mood)

Listed as twlv – Hugs & Loyalty (feat. REDDY, DON FVBIO & Owell Mood) (Hugs & Loyalty) · Watch on YouTube

youtube_video sPDILuwTa5Q · row sPDILuwTa5Q

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You (Live) (Live) (You (Live))

Listed as twlv – You (Live) (Live) (You (Live)) (Blueline (Blueline)) · Watch on YouTube

youtube_video swzfHBVRAW4 · row swzfHBVRAW4

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BODYTALK

Listed as twlv – BODYTALK (Contents ½) · Watch on YouTube

youtube_video tZTuyL4NDdU · row tZTuyL4NDdU

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Eleven (feat. BIBI) (Eleven ) (feat. BIBI)

Listed as twlv – Eleven (feat. BIBI) (Eleven ) (feat. BIBI) (Blueline (Blueline)) · Watch on YouTube

youtube_video vCUHOaVW5Ek · row vCUHOaVW5Ek

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YES (feat. Jay Park & REDDY)

Listed as twlv – YES (feat. Jay Park & REDDY) (Diminished) · Watch on YouTube

youtube_video wtUTmkRs7AM · row wtUTmkRs7AM

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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.