Yes. Big Ghost LTD has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 Recognize & Realize Part 3 (Instrumental) (feat. Prodigy), 8Balls (feat. Swab), All The Kings Men (feat. Mickey Factz & J. Arrr)

Listed under the artist name 141 songs in LAION-DISCO-12M

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

Recognize & Realize Part 3 (Instrumental) (feat. Prodigy)

Listed as Big Noyd, Big Ghost LTD – Recognize & Realize Part 3 (Instrumental) (feat. Prodigy) (Recognize & Realize Part 3) · Watch on YouTube

youtube_video -ZRD0ZpEpeQ · row -ZRD0ZpEpeQ

LAION-DISCO-12M

8Balls (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – 8Balls (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video 3p-_Lay_-Ec · row 3p-_Lay_-Ec

LAION-DISCO-12M

All The Kings Men (feat. Mickey Factz & J. Arrr)

Listed as Ransom, Big Ghost Ltd – All The Kings Men (feat. Mickey Factz & J. Arrr) (Heavy Is the Head) · Watch on YouTube

youtube_video 3zJygY3R_mk · row 3zJygY3R_mk

LAION-DISCO-12M

Lobsters In Shoreditch (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Lobsters In Shoreditch (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video 4InkXTtuFDc · row 4InkXTtuFDc

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Recognize & Realize Part 3 (feat. Prodigy)

Listed as Big Noyd, Big Ghost LTD – Recognize & Realize Part 3 (feat. Prodigy) (Recognize & Realize Part 3) · Watch on YouTube

youtube_video 4Y31vWk5KdA · row 4Y31vWk5KdA

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The Red Wedding (feat. RJ Payne)

Listed as Ransom, Big Ghost Ltd – The Red Wedding (feat. RJ Payne) (Heavy is the Head) · Watch on YouTube

youtube_video 4fwHlkmHxKc · row 4fwHlkmHxKc

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GG Buckets

Listed as Mickey Diamond, Big Ghost Ltd. – GG Buckets (Gucci Ghost) · Watch on YouTube

youtube_video 6Fbjt6QHHTY · row 6Fbjt6QHHTY

LAION-DISCO-12M

Ransom The Destroyer

Listed as Ransom, Big Ghost Ltd – Ransom The Destroyer (Heavy Is the Head) · Watch on YouTube

youtube_video 7Qdq21cR4No · row 7Qdq21cR4No

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Tyranny

Listed as Ransom, Big Ghost Ltd – Tyranny (Heavy Is the Head) · Watch on YouTube

youtube_video 8wCAPsS3bL4 · row 8wCAPsS3bL4

LAION-DISCO-12M

Fendi Seats

Listed as Big Ghost Ltd., Conway the Machine, Westside Gunn – Fendi Seats (Griselda Ghost) · Watch on YouTube

youtube_video 94w3Hjm4GU4 · row 94w3Hjm4GU4

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Buckingham Palace (feat. KXNG Crooked, Benny The Butcher & 38 Spesh)

Listed as Ghostface Killah, Big Ghost Ltd – Buckingham Palace (feat. KXNG Crooked, Benny The Butcher & 38 Spesh) (The Lost Tapes) · Watch on YouTube

youtube_video 9MgoVNJ2grY · row 9MgoVNJ2grY

LAION-DISCO-12M

Empire

Listed as Big Ghost Ltd., Westside Gunn, Conway the Machine – Empire (Griselda Ghost) · Watch on YouTube

youtube_video 9h6O_-17Xrg · row 9h6O_-17Xrg

LAION-DISCO-12M

We Outside (Big Ghost Ltd Version) (feat. Che Noir)

Listed as Conway the Machine, Big Ghost Ltd – We Outside (Big Ghost Ltd Version) (feat. Che Noir) (Speshal Machinery: The Ghronic Edition) · Watch on YouTube

youtube_video AcR7TBoLSpo · row AcR7TBoLSpo

LAION-DISCO-12M

Brains on the Basquiat

Listed as Big Ghost Ltd., Westside Gunn, Conway the Machine – Brains on the Basquiat (Griselda Ghost) · Watch on YouTube

youtube_video E-r8APk4pVI · row E-r8APk4pVI

LAION-DISCO-12M

Rahbannga

Listed as Big Ghost Ltd., Westside Gunn, Conway the Machine – Rahbannga (Griselda Ghost) · Watch on YouTube

youtube_video IJGnC0WruaM · row IJGnC0WruaM

LAION-DISCO-12M

Intro (Big Ghost Ltd Version) (feat. 38 Spesh)

Listed as Conway the Machine, Big Ghost Ltd – Intro (Big Ghost Ltd Version) (feat. 38 Spesh) (Speshal Machinery: The Ghronic Edition) · Watch on YouTube

youtube_video JF7Zp2YgmRw · row JF7Zp2YgmRw

LAION-DISCO-12M

Re-Rock

Listed as CRIMEAPPLE, Big Ghost Ltd – Re-Rock (Bazuko) · Watch on YouTube

youtube_video KxVe9whZ-CY · row KxVe9whZ-CY

LAION-DISCO-12M

Suicide (feat. Lukey Cage & Conway the Machine)

Listed as Rome Streetz, Big Ghost Ltd. – Suicide (feat. Lukey Cage & Conway the Machine) (Wasn't Built In A Day) · Watch on YouTube

youtube_video LGWnSFikxoY · row LGWnSFikxoY

LAION-DISCO-12M

It's A Green Light

Listed as Big Ghost Ltd., Conway the Machine – It's A Green Light (What Has Been Blessed Cannot Be Cursed) · Watch on YouTube

youtube_video Lc5g9_y1n3M · row Lc5g9_y1n3M

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Icon

Listed as Big Ghost Ltd., Conway the Machine – Icon (No One Mourns The Wicked) · Watch on YouTube

youtube_video MEzBVluQIxY · row MEzBVluQIxY

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Ransom the Destroyer

Listed as Ransom, Big Ghost Ltd – Ransom the Destroyer (Heavy is the Head) · Watch on YouTube

youtube_video Mi0kEZxbFjM · row Mi0kEZxbFjM

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A Kings Ransom

Listed as Ransom, Big Ghost Ltd – A Kings Ransom (Heavy Is the Head) · Watch on YouTube

youtube_video TULWhlARGN8 · row TULWhlARGN8

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Pz n Qz (feat. Method Man)

Listed as Rome Streetz, Big Ghost Ltd. – Pz n Qz (feat. Method Man) (Wasn't Built In A Day) · Watch on YouTube

youtube_video TcHygpZSeH8 · row TcHygpZSeH8

LAION-DISCO-12M

Speshal Machinery (Big Ghost Ltd Version) (feat. 38 Spesh)

Listed as Conway the Machine, Big Ghost Ltd – Speshal Machinery (Big Ghost Ltd Version) (feat. 38 Spesh) (Speshal Machinery (Big Ghost Ltd Version)) · Watch on YouTube

youtube_video TfimnGoo0H4 · row TfimnGoo0H4

LAION-DISCO-12M

Fake Love (feat. Elcamino)

Listed as Big Ghost Ltd., Conway the Machine – Fake Love (feat. Elcamino) (No One Mourns The Wicked) · Watch on YouTube

youtube_video UHV0nl1c8HY · row UHV0nl1c8HY

LAION-DISCO-12M

Sellasie

Listed as K.A.A.N., Big Ghost Ltd – Sellasie (All Praise Is Due) · Watch on YouTube

youtube_video UzcvnUrS6pw · row UzcvnUrS6pw

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Big Face Frankies

Listed as CRIMEAPPLE, Big Ghost Ltd – Big Face Frankies (Aguardiente) · Watch on YouTube

youtube_video WSQYRYqUXBY · row WSQYRYqUXBY

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The Red Wedding (feat. Rj Payne)

Listed as Ransom, Big Ghost Ltd – The Red Wedding (feat. Rj Payne) (Heavy Is the Head) · Watch on YouTube

youtube_video XDeSjachB3Q · row XDeSjachB3Q

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Lord Stark

Listed as Ransom, Big Ghost Ltd – Lord Stark (Heavy Is the Head) · Watch on YouTube

youtube_video YqxzQSzJ2Ko · row YqxzQSzJ2Ko

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Kill All Rats (feat. Ransom & Rome Streetz)

Listed as Big Ghost Ltd., Conway the Machine – Kill All Rats (feat. Ransom & Rome Streetz) (If It Bleeds It Can Be Killed) · Watch on YouTube

youtube_video dkJdyA7Ai98 · row dkJdyA7Ai98

LAION-DISCO-12M

Godspeed (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Godspeed (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video f1WqBDq7bKk · row f1WqBDq7bKk

LAION-DISCO-12M

Been Through (Big Ghost Ltd Version) (feat. Elcamino)

Listed as Conway the Machine, Big Ghost Ltd – Been Through (Big Ghost Ltd Version) (feat. Elcamino) (Speshal Machinery: The Ghronic Edition) · Watch on YouTube

youtube_video f8-rhFBsW0c · row f8-rhFBsW0c

LAION-DISCO-12M

Dead Flowers

Listed as Big Ghost Ltd., Conway the Machine – Dead Flowers (No One Mourns The Wicked) · Watch on YouTube

youtube_video hlzxfbQBymE · row hlzxfbQBymE

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Kings Intermission

Listed as Ransom, Big Ghost Ltd – Kings Intermission (Heavy Is the Head) · Watch on YouTube

youtube_video ixZPGIJSOd0 · row ixZPGIJSOd0

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Scared II Death (feat. Method Man & D-Styles)

Listed as Big Ghost Ltd., Conway the Machine – Scared II Death (feat. Method Man & D-Styles) (What Has Been Blessed Cannot Be Cursed) · Watch on YouTube

youtube_video j6i7teQFS-g · row j6i7teQFS-g

LAION-DISCO-12M

Gem Drop (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Gem Drop (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video kwN8a1NAuoE · row kwN8a1NAuoE

LAION-DISCO-12M

Antidote (feat. Plex Diamonds & Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Antidote (feat. Plex Diamonds & Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video ljomdNJPFuo · row ljomdNJPFuo

LAION-DISCO-12M

Off With His Head (feat. Lou From Paradise, Vinnie Paz & ILL Bill)

Listed as Ransom, Big Ghost Ltd – Off With His Head (feat. Lou From Paradise, Vinnie Paz & ILL Bill) (Heavy Is the Head) · Watch on YouTube

youtube_video nJdOKXedXZk · row nJdOKXedXZk

LAION-DISCO-12M

Latex Gloves (Big Ghost Ltd Version) (feat. 38 Spesh & Lloyd Banks)

Listed as Conway the Machine, Big Ghost Ltd – Latex Gloves (Big Ghost Ltd Version) (feat. 38 Spesh & Lloyd Banks) (Latex Gloves (Big Ghost Ltd Version)) · Watch on YouTube

youtube_video nqvWlVZEjfs · row nqvWlVZEjfs

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J Batters

Listed as Big Ghost Ltd., Conway the Machine – J Batters (If It Bleeds It Can Be Killed) · Watch on YouTube

youtube_video oq_OIFPuL6Y · row oq_OIFPuL6Y

LAION-DISCO-12M

Richer Porter

Listed as Big Ghost Ltd., Westside Gunn, Conway the Machine – Richer Porter (Griselda Ghost) · Watch on YouTube

youtube_video pzpHRh6j9Y8 · row pzpHRh6j9Y8

LAION-DISCO-12M

Dope Stampz (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Dope Stampz (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video q_UAxoxYMeI · row q_UAxoxYMeI

LAION-DISCO-12M

Bricks to Murals

Listed as Big Ghost Ltd., Conway the Machine – Bricks to Murals (No One Mourns The Wicked) · Watch on YouTube

youtube_video rTz3sL0WEMQ · row rTz3sL0WEMQ

LAION-DISCO-12M

S.D.L.N.

Listed as Big Ghost Ltd., Conway the Machine – S.D.L.N. (No One Mourns The Wicked) · Watch on YouTube

youtube_video sEyqVq78ezA · row sEyqVq78ezA

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Watch Em' Holla (feat. Raekwon, Masta Killa, Cappadonna & DJ Grouch)

Listed as Ghostface Killah, Big Ghost Ltd – Watch Em' Holla (feat. Raekwon, Masta Killa, Cappadonna & DJ Grouch) (The Lost Tapes) · Watch on YouTube

youtube_video uNYQ-5i_RXg · row uNYQ-5i_RXg

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Majisty (feat. Swab)

Listed as Rome Streetz, Big Ghost Ltd. – Majisty (feat. Swab) (Wasn't Built In A Day) · Watch on YouTube

youtube_video uixsoqpNFe8 · row uixsoqpNFe8

LAION-DISCO-12M

Goodfellas (Big Ghost Ltd Version) (feat. Benny the Butcher & 38 Spesh)

Listed as Conway the Machine, Big Ghost Ltd – Goodfellas (Big Ghost Ltd Version) (feat. Benny the Butcher & 38 Spesh) (Speshal Machinery: The Ghronic Edition) · Watch on YouTube

youtube_video wMesOpKM4ZY · row wMesOpKM4ZY

LAION-DISCO-12M

Blackwater (feat. Rome Streetz)

Listed as Ransom, Big Ghost Ltd – Blackwater (feat. Rome Streetz) (Heavy Is the Head) · Watch on YouTube

youtube_video xpgqfECHvDU · row xpgqfECHvDU

LAION-DISCO-12M

Majestic Accolades (feat. Planet Asia & Hus KingPin)

Listed as Ghostface Killah, Big Ghost Ltd – Majestic Accolades (feat. Planet Asia & Hus KingPin) (The Lost Tapes) · Watch on YouTube

youtube_video yHfZ7v3DCK8 · row yHfZ7v3DCK8

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Royal Flush (feat. Swab & Lukey Cage)

Listed as Rome Streetz, Big Ghost Ltd. – Royal Flush (feat. Swab & Lukey Cage) (Wasn't Built In A Day) · Watch on YouTube

youtube_video zI5GATVEaBA · row zI5GATVEaBA

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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.