Yes. Lil' Kim has 144 songs listed in a dataset used to train AI music models.

Used for training 144

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 Queen Bitch Pt. 2 (feat. Puff Daddy), Take It!, Heavenly Father (feat. "Big Hill")

Listed under the artist name 144 songs in LAION-DISCO-12M

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

Queen Bitch Pt. 2 (feat. Puff Daddy)

Listed as Lil' Kim – Queen Bitch Pt. 2 (feat. Puff Daddy) (The Notorious K.I.M.) · Watch on YouTube

youtube_video 0WOAy5O30XA · row 0WOAy5O30XA

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Take It!

Listed as Lil' Kim – Take It! (Hard Core) · Watch on YouTube

youtube_video 2-99LwbMUtw · row 2-99LwbMUtw

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Heavenly Father (feat. "Big Hill")

Listed as Lil' Kim – Heavenly Father (feat. "Big Hill") (La Bella Mafia) · Watch on YouTube

youtube_video 40OfylHehYg · row 40OfylHehYg

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Tha Beehive (w/radio interlude) (feat. Bunky S.A., Reeks, Saint & Vee)

Listed as Lil' Kim – Tha Beehive (w/radio interlude) (feat. Bunky S.A., Reeks, Saint & Vee) (La Bella Mafia) · Watch on YouTube

youtube_video 4XUKnVre92k · row 4XUKnVre92k

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This Is A Warning

Listed as Lil' Kim – This Is A Warning (La Bella Mafia) · Watch on YouTube

youtube_video 5IxnHnIRYqQ · row 5IxnHnIRYqQ

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Time To Shine (feat. Mona Lisa)

Listed as Lil' Kim – Time To Shine (feat. Mona Lisa) (Don't Be A Menace To South Central While Drinking Your Juice In The Hood (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video 7rEmK0_P-n0 · row 7rEmK0_P-n0

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Magic Stick

Listed as Lil' Kim – Magic Stick (Hot Rhythms) · Watch on YouTube

youtube_video 8oWACzodnWg · row 8oWACzodnWg

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Gone Delirious

Listed as Swizz Beatz, Lil' Kim – Gone Delirious (Swizz Beatz Presents G.H.E.T.T.O. Stories) · Watch on YouTube

youtube_video EN_tBeoay04 · row EN_tBeoay04

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We Don't Give a Fuck (feat. Bun B & Twista)

Listed as Lil' Kim – We Don't Give a Fuck (feat. Bun B & Twista) (The Naked Truth) · Watch on YouTube

youtube_video EzeYRgw7VOc · row EzeYRgw7VOc

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Single Black Female (feat. Mario "Yellowman" Winans)

Listed as Lil' Kim – Single Black Female (feat. Mario "Yellowman" Winans) (The Notorious K.I.M.) · Watch on YouTube

youtube_video H2ZDm7sb5tE · row H2ZDm7sb5tE

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Can't F*** With Queen Bee (feat. Full Force, Governor & Shelene Thomas)

Listed as Lil' Kim – Can't F*** With Queen Bee (feat. Full Force, Governor & Shelene Thomas) (La Bella Mafia) · Watch on YouTube

youtube_video JjnzI7dMLlQ · row JjnzI7dMLlQ

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Shake Ya Bum Bum (feat. Lil' Shanice)

Listed as Lil' Kim – Shake Ya Bum Bum (feat. Lil' Shanice) (La Bella Mafia) · Watch on YouTube

youtube_video MmFk-51RQLc · row MmFk-51RQLc

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Drugs (Instrumental)

Listed as Lil' Kim – Drugs (Instrumental) (Not Tonight EP) · Watch on YouTube

youtube_video MpH1cL-7oig · row MpH1cL-7oig

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Not Tonight (Remix Instrumental)

Listed as Lil' Kim – Not Tonight (Remix Instrumental) (Not Tonight EP) · Watch on YouTube

youtube_video O75OD4RPJ60 · row O75OD4RPJ60

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Intro

Listed as Lil' Kim – Intro (La Bella Mafia) · Watch on YouTube

youtube_video R3cfqH0bTM4 · row R3cfqH0bTM4

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Spell Check

Listed as Lil' Kim – Spell Check (The Naked Truth) · Watch on YouTube

youtube_video RhSFTIvXYDI · row RhSFTIvXYDI

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Took Us A Break

Listed as Lil' Kim – Took Us A Break (Took Us A Break) · Watch on YouTube

youtube_video SR2Fmmim-7U · row SR2Fmmim-7U

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HollyHood Skit

Listed as Lil' Kim – HollyHood Skit (La Bella Mafia) · Watch on YouTube

youtube_video SvQj_1nrALo · row SvQj_1nrALo

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Hold It Now (w/radio interlude) (feat. Havoc)

Listed as Lil' Kim – Hold It Now (w/radio interlude) (feat. Havoc) (La Bella Mafia) · Watch on YouTube

youtube_video TUokLtL9Owg · row TUokLtL9Owg

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Jet Fuel

Listed as Lil' Kim – Jet Fuel (9) · Watch on YouTube

youtube_video UTvFHs4Y_xA · row UTvFHs4Y_xA

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Gimme That (feat. Maino)

Listed as Lil' Kim – Gimme That (feat. Maino) (The Naked Truth) · Watch on YouTube

youtube_video UhjeaMqhN_s · row UhjeaMqhN_s

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Who's Number One?

Listed as Lil' Kim – Who's Number One? (The Notorious K.I.M.) · Watch on YouTube

youtube_video VC2nud5V2sQ · row VC2nud5V2sQ

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Intro in A-Minor

Listed as Lil' Kim – Intro in A-Minor (Hard Core) · Watch on YouTube

youtube_video WLCWhjU1gxI · row WLCWhjU1gxI

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Right Now (feat. Carl Thomas)

Listed as Lil' Kim – Right Now (feat. Carl Thomas) (The Notorious K.I.M.) · Watch on YouTube

youtube_video WWzkfjrCyG8 · row WWzkfjrCyG8

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I'm Human

Listed as Lil' Kim – I'm Human (The Notorious K.I.M.) · Watch on YouTube

youtube_video XwyZiazwJJI · row XwyZiazwJJI

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Ten Commandments (feat. Lil' Mo)

Listed as Lil' Mo – Ten Commandments (feat. Lil' Mo) (00's Grooves) · Watch on YouTube

youtube_video Yy2raWjVSYg · row Yy2raWjVSYg

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Real Sick

Listed as Lil' Kim, Jadakiss – Real Sick (Hardcore) · Watch on YouTube

youtube_video _AI1lqhRNP8 · row _AI1lqhRNP8

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Auto Blanco

Listed as Lil' Kim – Auto Blanco (9) · Watch on YouTube

youtube_video _HvT1ff0-CI · row _HvT1ff0-CI

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Scheamin'

Listed as Lil' Kim – Scheamin' (Hard Core) · Watch on YouTube

youtube_video dr7Xh335ENY · row dr7Xh335ENY

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Nasty One Remix (feat. Stefflon Don, Kranium & HoodCelebrityy)

Listed as Lil' Kim – Nasty One Remix (feat. Stefflon Don, Kranium & HoodCelebrityy) (Nasty One (Remix) [feat. Stefflon Don, Kranium, HoodCelebrityy]) · Watch on YouTube

youtube_video duI0Gri_Adk · row duI0Gri_Adk

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Player Haters

Listed as Lil' Kim – Player Haters (Hard Core) · Watch on YouTube

youtube_video eif7JLbNVWM · row eif7JLbNVWM

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Kimmie Blanco

Listed as Lil' Kim – Kimmie Blanco (Hardcore) · Watch on YouTube

youtube_video hhhfW9h6VRU · row hhhfW9h6VRU

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Not Tonight (Instrumental)

Listed as Lil' Kim – Not Tonight (Instrumental) (Not Tonight EP) · Watch on YouTube

youtube_video lAqWRaNvv-U · row lAqWRaNvv-U

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You Are Not Alone

Listed as Lil' Kim – You Are Not Alone (9) · Watch on YouTube

youtube_video lmOOg0lU16U · row lmOOg0lU16U

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Pray For Me (feat. Musiq Soulchild & Rick Ross)

Listed as Lil' Kim – Pray For Me (feat. Musiq Soulchild & Rick Ross) (9) · Watch on YouTube

youtube_video lsJmAfsTeI4 · row lsJmAfsTeI4

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Shut up Bitch (Intro) (feat. Katt Williams aka Money Mike for Kattpack Investments)

Listed as Lil' Kim – Shut up Bitch (Intro) (feat. Katt Williams aka Money Mike for Kattpack Investments) (The Naked Truth) · Watch on YouTube

youtube_video mKMTTz_gTNk · row mKMTTz_gTNk

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Too Bad

Listed as Lil' Kim – Too Bad (9) · Watch on YouTube

youtube_video nsnGZuQ_j9g · row nsnGZuQ_j9g

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All Good

Listed as Lil' Kim – All Good (The Naked Truth) · Watch on YouTube

youtube_video o8Xq7w2dSaA · row o8Xq7w2dSaA

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I Know You See Me

Listed as Lil' Kim – I Know You See Me (The Naked Truth) · Watch on YouTube

youtube_video oHvQQpIUEWU · row oHvQQpIUEWU

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Spicy (feat. Fabolous)

Listed as Lil’ Kim – Spicy (feat. Fabolous) (Spicy (feat. Fabolous)) · Watch on YouTube

youtube_video q7BG_HL508I · row q7BG_HL508I

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Catch My Wave (feat. Rich the Kid)

Listed as Lil' Kim – Catch My Wave (feat. Rich the Kid) (9) · Watch on YouTube

youtube_video qe9CRKFZMCw · row qe9CRKFZMCw

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Get In Touch With Us (feat. Styles P)

Listed as Lil' Kim – Get In Touch With Us (feat. Styles P) (La Bella Mafia) · Watch on YouTube

youtube_video qh2src4tbUY · row qh2src4tbUY

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Shut up Bitch (feat. Katt Williams aka Money Mike for Kattpack Investments)

Listed as Lil' Kim – Shut up Bitch (feat. Katt Williams aka Money Mike for Kattpack Investments) (The Naked Truth) · Watch on YouTube

youtube_video s6mjrcfidAA · row s6mjrcfidAA

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Do What You Like (feat. Junior Mafia)

Listed as Lil' Kim – Do What You Like (feat. Junior Mafia) (The Notorious K.I.M.) · Watch on YouTube

youtube_video sCCGVobslQc · row sCCGVobslQc

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Intro

Listed as Lil' Kim – Intro (The Naked Truth) · Watch on YouTube

youtube_video sUCPJWoQ0Bk · row sUCPJWoQ0Bk

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Kitty Box

Listed as Lil' Kim – Kitty Box (The Naked Truth) · Watch on YouTube

youtube_video tLLkh5EERyE · row tLLkh5EERyE

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Last Day

Listed as Lil' Kim – Last Day (The Naked Truth) · Watch on YouTube

youtube_video vMRaCWVQocI · row vMRaCWVQocI

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Durty

Listed as Lil' Kim – Durty (The Naked Truth) · Watch on YouTube

youtube_video w41uY8i-eAs · row w41uY8i-eAs

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This Is Who I Am (feat. Mashonda & Swizz Beatz)

Listed as Lil' Kim – This Is Who I Am (feat. Mashonda & Swizz Beatz) (La Bella Mafia) · Watch on YouTube

youtube_video yKkIrRual5o · row yKkIrRual5o

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Off the Wall (feat. Lil' Cease)

Listed as Lil' Kim – Off the Wall (feat. Lil' Cease) (The Notorious K.I.M.) · Watch on YouTube

youtube_video ziqWbl5sooU · row ziqWbl5sooU

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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.