Yes. Lupe Fiasco has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Little Weapon (feat. Bishop G & Nikki Jean), Paris, Tokyo, Sunshine

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Little Weapon (feat. Bishop G & Nikki Jean)

Listed as Lupe Fiasco – Little Weapon (feat. Bishop G & Nikki Jean) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video -oCzMrgnFjI · row -oCzMrgnFjI

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Paris, Tokyo

Listed as Lupe Fiasco – Paris, Tokyo (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video 1E4y5y0WmaY · row 1E4y5y0WmaY

LAION-DISCO-12M

Sunshine

Listed as Lupe Fiasco – Sunshine (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video 3ELQagdvW0A · row 3ELQagdvW0A

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Hip-Hop Saved My Life (feat. Nikki Jean)

Listed as Lupe Fiasco – Hip-Hop Saved My Life (feat. Nikki Jean) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video 42-APhxmAD8 · row 42-APhxmAD8

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Samurai

Listed as Lupe Fiasco – Samurai (Samurai) · Watch on YouTube

youtube_video 7Ljt29kNHAQ · row 7Ljt29kNHAQ

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Words I Never Said (feat. Skylar Grey)

Listed as Lupe Fiasco – Words I Never Said (feat. Skylar Grey) (Lasers) · Watch on YouTube

youtube_video 8Jx5rs3iiuU · row 8Jx5rs3iiuU

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I Gotcha

Listed as Lupe Fiasco – I Gotcha (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video BhUJal2b4n8 · row BhUJal2b4n8

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Dirty Nikes (Lupe Fiasco Remix)

Listed as Ruth B., Lupe Fiasco – Dirty Nikes (Lupe Fiasco Remix) (Moments in Between (Deluxe Special Edition)) · Watch on YouTube

youtube_video CckjG5S0dqg · row CckjG5S0dqg

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Prisoner 1 & 2 (feat. Ayesha Jaco)

Listed as Lupe Fiasco – Prisoner 1 & 2 (feat. Ayesha Jaco) (Tetsuo & Youth) · Watch on YouTube

youtube_video DNMMbE66mK4 · row DNMMbE66mK4

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Cake

Listed as Lupe Fiasco – Cake (Cake) · Watch on YouTube

youtube_video EOAzpzqOyt8 · row EOAzpzqOyt8

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Pumpkin Seeds

Listed as Aesop Rock, Blockhead, Lupe Fiasco – Pumpkin Seeds (Pumpkin Seeds) · Watch on YouTube

youtube_video Er0YVBDIp1Y · row Er0YVBDIp1Y

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Daydreamin'

Listed as Lupe Fiasco, Jill Scott – Daydreamin' (Jill Scott Collaborations) · Watch on YouTube

youtube_video GTT89IAmvT4 · row GTT89IAmvT4

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Palaces

Listed as Lupe Fiasco – Palaces (Samurai) · Watch on YouTube

youtube_video Gr9M5r4nwmk · row Gr9M5r4nwmk

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Outside

Listed as Lupe Fiasco – Outside (Samurai) · Watch on YouTube

youtube_video H5zfWLt6Vw8 · row H5zfWLt6Vw8

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AUTOBOTO (feat. Nayirah)

Listed as Lupe Fiasco – AUTOBOTO (feat. Nayirah) (Drill Music in Zion) · Watch on YouTube

youtube_video IWxEEstqL0w · row IWxEEstqL0w

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Dumb It Down (feat. GemStones & Graham Burris)

Listed as Lupe Fiasco – Dumb It Down (feat. GemStones & Graham Burris) (Superstar) · Watch on YouTube

youtube_video KVXVIxgNlGE · row KVXVIxgNlGE

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Tilted

Listed as Lupe Fiasco – Tilted (US Rhythm) · Watch on YouTube

youtube_video L5JNM8wHTt0 · row L5JNM8wHTt0

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Hurt Me Soul

Listed as Lupe Fiasco – Hurt Me Soul (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video LZRp9OCaM4s · row LZRp9OCaM4s

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Til Eternity

Listed as Lupe Fiasco – Til Eternity (Samurai) · Watch on YouTube

youtube_video Lwua031k7h0 · row Lwua031k7h0

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Mumble Rap

Listed as Lupe Fiasco – Mumble Rap (Samurai) · Watch on YouTube

youtube_video MTMyoVt5GHs · row MTMyoVt5GHs

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Battle Scars (with Guy Sebastian) (feat. Guy Sebastian)

Listed as Lupe Fiasco – Battle Scars (with Guy Sebastian) (feat. Guy Sebastian) (Food & Liquor II: The Great American Rap Album, Pt. 1) · Watch on YouTube

youtube_video QB_VicmP0gg · row QB_VicmP0gg

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SentRock

Listed as Lupe Fiasco – SentRock (SentRock) · Watch on YouTube

youtube_video QDlILSMswvU · row QDlILSMswvU

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The Cool

Listed as Lupe Fiasco – The Cool (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video QVIk5pKYLJ0 · row QVIk5pKYLJ0

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The Instrumental (feat. Jonah Matranga)

Listed as Lupe Fiasco – The Instrumental (feat. Jonah Matranga) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video QXz099uwnt8 · row QXz099uwnt8

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Streets on Fire

Listed as Lupe Fiasco – Streets on Fire (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video Qswky27sAuM · row Qswky27sAuM

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He Say She Say (feat. Gemini & Sarah Green)

Listed as Lupe Fiasco – He Say She Say (feat. Gemini & Sarah Green) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video T1aYM6NVXDo · row T1aYM6NVXDo

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The Coolest

Listed as Lupe Fiasco – The Coolest (Superstar) · Watch on YouTube

youtube_video Xf6ObYauyLs · row Xf6ObYauyLs

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No. 1 Headband

Listed as Lupe Fiasco – No. 1 Headband (Samurai) · Watch on YouTube

youtube_video bZYF1YJXHfE · row bZYF1YJXHfE

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Bigfoot

Listed as Lupe Fiasco – Bigfoot (Samurai) · Watch on YouTube

youtube_video bqUZOSWUsJ4 · row bqUZOSWUsJ4

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Thats Me

Listed as JT THE BIGGA FIGGA, Fabolous, Waka Flocka Flame, Lupe Fiasco – Thats Me (We at it again) · Watch on YouTube

youtube_video c6Mu2emARZk · row c6Mu2emARZk

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Out of My Head (feat. Trey Songz)

Listed as Lupe Fiasco – Out of My Head (feat. Trey Songz) (Lasers) · Watch on YouTube

youtube_video cr4r8UAILp4 · row cr4r8UAILp4

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MS. MURAL

Listed as Lupe Fiasco – MS. MURAL (Drill Music in Zion) · Watch on YouTube

youtube_video cusyJRNX7YU · row cusyJRNX7YU

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Till I Get There

Listed as Lupe Fiasco – Till I Get There (Lasers) · Watch on YouTube

youtube_video dwzet2lDAaU · row dwzet2lDAaU

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Superstar (feat. Matthew Santos)

Listed as Lupe Fiasco – Superstar (feat. Matthew Santos) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video ehNk9Rfm7LY · row ehNk9Rfm7LY

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Bitch Bad

Listed as Lupe Fiasco – Bitch Bad (Food & Liquor II: The Great American Rap Album, Pt. 1) · Watch on YouTube

youtube_video fkXU7HAceDg · row fkXU7HAceDg

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Roc-A-Fella Y'all

Listed as Lupe Fiasco – Roc-A-Fella Y'all (Roc-A-Fella Y'all) · Watch on YouTube

youtube_video k0WfDjQsHtc · row k0WfDjQsHtc

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Kick, Push

Listed as Lupe Fiasco – Kick, Push (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video mKZd_B42_2U · row mKZd_B42_2U

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I'm Beamin

Listed as Lupe Fiasco – I'm Beamin (Cool Rap Classics) · Watch on YouTube

youtube_video nRodIqozkWs · row nRodIqozkWs

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American Terrorist (feat. Matthew Santos)

Listed as Lupe Fiasco – American Terrorist (feat. Matthew Santos) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video p0RMLbvioXs · row p0RMLbvioXs

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Gold Watch

Listed as Lupe Fiasco – Gold Watch (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video pGThyI5YCUU · row pGThyI5YCUU

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Daydreamin' (feat. Jill Scott)

Listed as Lupe Fiasco – Daydreamin' (feat. Jill Scott) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video pTNQbdSXXOI · row pTNQbdSXXOI

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Put You on Game

Listed as Lupe Fiasco – Put You on Game (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video piGFQlOQOds · row piGFQlOQOds

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WAV Files

Listed as Lupe Fiasco – WAV Files (DROGAS WAVE) · Watch on YouTube

youtube_video sG8DXQhNEGU · row sG8DXQhNEGU

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Jump (feat. Gizzle)

Listed as Lupe Fiasco – Jump (feat. Gizzle) (DROGAS Light) · Watch on YouTube

youtube_video t7kwZYQs4Fo · row t7kwZYQs4Fo

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Shining Down (feat. Matthew Santos)

Listed as Lupe Fiasco – Shining Down (feat. Matthew Santos) (Shining Down) · Watch on YouTube

youtube_video u_EvdV8ey9c · row u_EvdV8ey9c

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100 Chicagos

Listed as Lupe Fiasco – 100 Chicagos (100 Chicagos) · Watch on YouTube

youtube_video uqiDyiYupcw · row uqiDyiYupcw

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Mural

Listed as Lupe Fiasco – Mural (Tetsuo & Youth) · Watch on YouTube

youtube_video vkHrPyoEtSI · row vkHrPyoEtSI

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Countdown (feat. Chris Turner)

Listed as Consequence, Lupe Fiasco – Countdown (feat. Chris Turner) (Countdown) · Watch on YouTube

youtube_video xeA-_iOs1RA · row xeA-_iOs1RA

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The Show Goes On

Listed as Lupe Fiasco – The Show Goes On (Lasers) · Watch on YouTube

youtube_video xsmWMgshyBw · row xsmWMgshyBw

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Around My Way (Freedom Ain't Free)

Listed as Lupe Fiasco – Around My Way (Freedom Ain't Free) (Food & Liquor II: The Great American Rap Album, Pt. 1) · Watch on YouTube

youtube_video xxfZ6rlPEpo · row xxfZ6rlPEpo

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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.