Yes. B-Free has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 FOOD FOR THOUGHT, EXECUTION (Prod. by DJ NIEBI) (feat. BUSYNESS MANE), Do That (feat. Okasian & Hwaji) (feat. Okasian & Hwaji)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

FOOD FOR THOUGHT

Listed as B-Free – FOOD FOR THOUGHT (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video 01-4W48LFEA · row 01-4W48LFEA

LAION-DISCO-12M

EXECUTION (Prod. by DJ NIEBI) (feat. BUSYNESS MANE)

Listed as B-Free – EXECUTION (Prod. by DJ NIEBI) (feat. BUSYNESS MANE) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video 0jnWSCmkDEo · row 0jnWSCmkDEo

LAION-DISCO-12M

Do That (feat. Okasian & Hwaji) (feat. Okasian & Hwaji)

Listed as B-Free – Do That (feat. Okasian & Hwaji) (feat. Okasian & Hwaji) (Hope) · Watch on YouTube

youtube_video 2jyvtD_zgiw · row 2jyvtD_zgiw

LAION-DISCO-12M

GUERILLA (Prod. by DJ NIEBI, HASSAN MALIK) (feat. IAMMONEY)

Listed as B-Free – GUERILLA (Prod. by DJ NIEBI, HASSAN MALIK) (feat. IAMMONEY) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video 4EHzi0kguK0 · row 4EHzi0kguK0

LAION-DISCO-12M

Bring It Back (feat. Okasian)

Listed as 비프리 B-Free – Bring It Back (feat. Okasian) (Free From Seoul 2) · Watch on YouTube

youtube_video 582nPHvwx8o · row 582nPHvwx8o

LAION-DISCO-12M

METABUS (Prod. by HASSAN MALIK) (feat. NASKI & IAMMONEY)

Listed as B-Free – METABUS (Prod. by HASSAN MALIK) (feat. NASKI & IAMMONEY) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video 5zO4KOCWhT0 · row 5zO4KOCWhT0

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Where’s My Money (feat. IAMMONEY & KWON KI BAEK)

Listed as B-FREE – Where’s My Money (feat. IAMMONEY & KWON KI BAEK) (FREE THE BEAST 2) · Watch on YouTube

youtube_video 89sV6_IN-Qs · row 89sV6_IN-Qs

LAION-DISCO-12M

INTRO

Listed as B-Free – INTRO (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video Ak6_KD3MVs8 · row Ak6_KD3MVs8

LAION-DISCO-12M

HOME EDUCATION (Prod. by FIASCO)

Listed as B-Free – HOME EDUCATION (Prod. by FIASCO) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video B_9z3K1G9R4 · row B_9z3K1G9R4

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Won

Listed as 비프리 B-Free – Won (Free From Seoul) · Watch on YouTube

youtube_video Bhgn0vE9u68 · row Bhgn0vE9u68

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전설의 고향 (Legend)

Listed as B-Free – 전설의 고향 (Legend) (Legend) · Watch on YouTube

youtube_video DVbz6Tc8xhk · row DVbz6Tc8xhk

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MARY JANE

Listed as B-Free – MARY JANE (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video GQmwlFRETZU · row GQmwlFRETZU

LAION-DISCO-12M

Coffee Break (feat. Bizzy & DJ Freekey)

Listed as B-Free – Coffee Break (feat. Bizzy & DJ Freekey) (Coffee Break) · Watch on YouTube

youtube_video H2pc86Tk_rA · row H2pc86Tk_rA

LAION-DISCO-12M

Techno Break

Listed as B-Free, Kwon Ki Baek, IAMMONEY, BUSYNESSBOY – Techno Break (New Wave Compilation Vol.1) · Watch on YouTube

youtube_video ITMLk-JlevM · row ITMLk-JlevM

LAION-DISCO-12M

TRY (Prod. by HASSAN MALIK)

Listed as B-Free – TRY (Prod. by HASSAN MALIK) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video InVz6p3f2GY · row InVz6p3f2GY

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Loco 2 (feat. Paloalto & Huckleberry P) (feat. Paloalto & Huckleberry P)

Listed as B-Free – Loco 2 (feat. Paloalto & Huckleberry P) (feat. Paloalto & Huckleberry P) (Hope) · Watch on YouTube

youtube_video KEMd8uMZ4Ww · row KEMd8uMZ4Ww

LAION-DISCO-12M

You Can Do It

Listed as B-Free – You Can Do It (Hope) · Watch on YouTube

youtube_video KPkEekTWi0c · row KPkEekTWi0c

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LOOK UP LOOK DOWN (feat. KWON KI BAEK & KING SOUTH G)

Listed as B-Free – LOOK UP LOOK DOWN (feat. KWON KI BAEK & KING SOUTH G) (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video Ku06hZwyd1E · row Ku06hZwyd1E

LAION-DISCO-12M

Four beats

Listed as B-Free, Kwon Ki Baek, IAMMONEY, BUSYNESSBOY – Four beats (New Wave Compilation Vol.1) · Watch on YouTube

youtube_video MZ-qoon6EfA · row MZ-qoon6EfA

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FHD

Listed as B-Free – FHD (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video NEWCUJ7IzPY · row NEWCUJ7IzPY

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Dollars And Yen

Listed as 비프리 B-Free – Dollars And Yen (Free From Seoul) · Watch on YouTube

youtube_video NTebw_822no · row NTebw_822no

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Friends 2022

Listed as B-FREE – Friends 2022 (FREE THE BEAST 2) · Watch on YouTube

youtube_video NiJFg5mpa2A · row NiJFg5mpa2A

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END OF THE DAY (feat. Charity)

Listed as B-Free – END OF THE DAY (feat. Charity) (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video OxOFvHVDYzM · row OxOFvHVDYzM

LAION-DISCO-12M

Shadow

Listed as 비프리 B-Free – Shadow (Shadow) · Watch on YouTube

youtube_video Q4MeDXAbOaA · row Q4MeDXAbOaA

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Freedom

Listed as 비프리 B-Free – Freedom (FREEDOM) · Watch on YouTube

youtube_video S-APhqn7L1s · row S-APhqn7L1s

LAION-DISCO-12M

SMOKE BREAK

Listed as B-Free – SMOKE BREAK (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video SH6qwan7OMI · row SH6qwan7OMI

LAION-DISCO-12M

Homies (feat. Clasicc)

Listed as 비프리 B-Free – Homies (feat. Clasicc) (Homies) · Watch on YouTube

youtube_video Skt4iuYdHsE · row Skt4iuYdHsE

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6 in the Morning

Listed as B-FREE – 6 in the Morning (FREE THE BEAST 2) · Watch on YouTube

youtube_video Z4s4Fls3Z1s · row Z4s4Fls3Z1s

LAION-DISCO-12M

CHAMPAGNE NOVA (Prod. by DJ NIEBI) (feat. HIRA)

Listed as B-Free – CHAMPAGNE NOVA (Prod. by DJ NIEBI) (feat. HIRA) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video _6J_PPEyVwQ · row _6J_PPEyVwQ

LAION-DISCO-12M

Intro

Listed as B-Free, Paloalto, Huckleberry P – Intro (Hi-Life) · Watch on YouTube

youtube_video _EfJlM1YNGk · row _EfJlM1YNGk

LAION-DISCO-12M

LAME ASS HOUSE TECHNO DJ (Prod. by DJ NIEBI)

Listed as B-Free – LAME ASS HOUSE TECHNO DJ (Prod. by DJ NIEBI) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video _TQ8r1WfsbI · row _TQ8r1WfsbI

LAION-DISCO-12M

BUSY LIFE=HAPPY LIFE (Prod. by DJ NIEBI)

Listed as B-Free – BUSY LIFE=HAPPY LIFE (Prod. by DJ NIEBI) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video eVGb9NCtjBQ · row eVGb9NCtjBQ

LAION-DISCO-12M

My hood NW remix

Listed as B-Free, Kwon Ki Baek, IAMMONEY, BUSYNESSBOY – My hood NW remix (New Wave Compilation Vol.1) · Watch on YouTube

youtube_video ek-lHOf2-Gg · row ek-lHOf2-Gg

LAION-DISCO-12M

Bad Tooth

Listed as B-Free, Okasian, Paloalto, Reddy – Bad Tooth (Bad Tooth) · Watch on YouTube

youtube_video j9BzEJAnAYo · row j9BzEJAnAYo

LAION-DISCO-12M

What's Love (feat. Soul One) (feat. Soul One)

Listed as B-Free – What's Love (feat. Soul One) (feat. Soul One) (Hope) · Watch on YouTube

youtube_video jEDO5EBR4nA · row jEDO5EBR4nA

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START OF CONVERSATION (feat. KWON KI BAEK & KING SOUTH G)

Listed as B-Free – START OF CONVERSATION (feat. KWON KI BAEK & KING SOUTH G) (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video jKzvXkGeKQI · row jKzvXkGeKQI

LAION-DISCO-12M

Aww Shit (feat. Optical Eyez XL) (feat. Optical Eyez XL)

Listed as B-Free – Aww Shit (feat. Optical Eyez XL) (feat. Optical Eyez XL) (Hope) · Watch on YouTube

youtube_video jp91a_aLUXM · row jp91a_aLUXM

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Fly Away Remix

Listed as 비프리 B-Free – Fly Away Remix (Free From Seoul) · Watch on YouTube

youtube_video lwLGQ32iPDE · row lwLGQ32iPDE

LAION-DISCO-12M

Highs and Lows 2

Listed as B-Free – Highs and Lows 2 (Hope) · Watch on YouTube

youtube_video mGqp03_qmyc · row mGqp03_qmyc

LAION-DISCO-12M

거짓말 (Lies)

Listed as 비프리 B-Free – 거짓말 (Lies) (Free From Seoul) · Watch on YouTube

youtube_video mjdS7gy5-vA · row mjdS7gy5-vA

LAION-DISCO-12M

WHERE DID WE COME FROM EP.1

Listed as B-Free – WHERE DID WE COME FROM EP.1 (FREE THE MANE ″END OF AMEN″) · Watch on YouTube

youtube_video nRB68xLT61w · row nRB68xLT61w

LAION-DISCO-12M

MAGIC MUSHROOMS (Prod. by DJ NIEBI)

Listed as B-Free – MAGIC MUSHROOMS (Prod. by DJ NIEBI) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video r37tfgOkBTc · row r37tfgOkBTc

LAION-DISCO-12M

Where You At (feat. MINOS & R-est)

Listed as B-Free – Where You At (feat. MINOS & R-est) (Freedumb) · Watch on YouTube

youtube_video rPdX4mpcdko · row rPdX4mpcdko

LAION-DISCO-12M

Real Talk (True Story2)

Listed as B-Free – Real Talk (True Story2) (ROAD To FREEDUMB) · Watch on YouTube

youtube_video rSJ2yg1T2I0 · row rSJ2yg1T2I0

LAION-DISCO-12M

DEFECATION DISORDER (Prod. by DJ NIEBI) (feat. HIRA & NIPPY SKI)

Listed as B-Free – DEFECATION DISORDER (Prod. by DJ NIEBI) (feat. HIRA & NIPPY SKI) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video uQQcueWWn54 · row uQQcueWWn54

LAION-DISCO-12M

James Bond

Listed as 비프리 B-Free – James Bond (Free From Seoul 2) · Watch on YouTube

youtube_video w8dWGzW0Bdk · row w8dWGzW0Bdk

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RIP

Listed as B-Free – RIP (RIP) · Watch on YouTube

youtube_video xcXqurEmVTo · row xcXqurEmVTo

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Money

Listed as B-Free, Reddy, Huckleberry P – Money (Hi-Life) · Watch on YouTube

youtube_video yQWRZfdGf18 · row yQWRZfdGf18

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Let It Show (feat. Beenzino & Okasian) (feat. Okasian & Beenzino)

Listed as B-Free – Let It Show (feat. Beenzino & Okasian) (feat. Okasian & Beenzino) (Hope) · Watch on YouTube

youtube_video ymIsze7TUdc · row ymIsze7TUdc

LAION-DISCO-12M

KTM EXC-F (Prod. by DJ NIEBI)

Listed as B-Free – KTM EXC-F (Prod. by DJ NIEBI) (FREE THE BEAST 3 B-FREE VS KOREA) · Watch on YouTube

youtube_video zqk9UwdcKwk · row zqk9UwdcKwk

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.