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 Cripple (feat. Elena Pinderhughes), Coming Up (feat. MDMA), Alan Forever (feat. Crystal Torres)

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.

Cripple (feat. Elena Pinderhughes)

Listed as Lupe Fiasco – Cripple (feat. Elena Pinderhughes) (DROGAS WAVE) · Watch on YouTube

youtube_video -05CkbeScEk · row -05CkbeScEk

LAION-DISCO-12M

Coming Up (feat. MDMA)

Listed as Lupe Fiasco – Coming Up (feat. MDMA) (Lasers) · Watch on YouTube

youtube_video 29nic-xF3OI · row 29nic-xF3OI

LAION-DISCO-12M

Alan Forever (feat. Crystal Torres)

Listed as Lupe Fiasco – Alan Forever (feat. Crystal Torres) (DROGAS WAVE) · Watch on YouTube

youtube_video 4w0lnjvqyUM · row 4w0lnjvqyUM

LAION-DISCO-12M

Blur My Hands (feat. Guy Sebastian)

Listed as Lupe Fiasco – Blur My Hands (feat. Guy Sebastian) (Tetsuo & Youth) · Watch on YouTube

youtube_video 4zSL3OLq8pg · row 4zSL3OLq8pg

LAION-DISCO-12M

Intruder Alert (feat. Sarah Green)

Listed as Lupe Fiasco – Intruder Alert (feat. Sarah Green) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video 5PIum9wNVTU · row 5PIum9wNVTU

LAION-DISCO-12M

Fighters (feat. Matthew Santos)

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

youtube_video 67OtNOOKfc8 · row 67OtNOOKfc8

LAION-DISCO-12M

Mural Jr.

Listed as Lupe Fiasco – Mural Jr. (DROGAS WAVE) · Watch on YouTube

youtube_video 6Bj5WbwktTA · row 6Bj5WbwktTA

LAION-DISCO-12M

SEATTLE (feat. Nayirah)

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

youtube_video 7BRqtdaFoZQ · row 7BRqtdaFoZQ

LAION-DISCO-12M

Body of Work (feat. Troi Martin & Terrace Martin)

Listed as Lupe Fiasco – Body of Work (feat. Troi Martin & Terrace Martin) (Tetsuo & Youth) · Watch on YouTube

youtube_video 7yZQztqcJHg · row 7yZQztqcJHg

LAION-DISCO-12M

Hi-Definition (feat. Pooh Bear & Snoop Dogg)

Listed as Lupe Fiasco – Hi-Definition (feat. Pooh Bear & Snoop Dogg) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video 88r5zJn_Eus · row 88r5zJn_Eus

LAION-DISCO-12M

PRECIOUS THINGS (feat. Nayirah)

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

youtube_video 9aTRh8Om1Uo · row 9aTRh8Om1Uo

LAION-DISCO-12M

Sun God Sam & The California Drug Deals (feat. Nikki Jean)

Listed as Lupe Fiasco – Sun God Sam & The California Drug Deals (feat. Nikki Jean) (DROGAS WAVE) · Watch on YouTube

youtube_video 9rJghtQia_Q · row 9rJghtQia_Q

LAION-DISCO-12M

Intro

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

youtube_video DhDNNjetmbw · row DhDNNjetmbw

LAION-DISCO-12M

GHOTI

Listed as Lupe Fiasco – GHOTI (Drill Music in Zion) · Watch on YouTube

youtube_video FNTVTo5u5NY · row FNTVTo5u5NY

LAION-DISCO-12M

BREAK THE CHAIN (feat. Eric Turner & Sway)

Listed as Lupe Fiasco – BREAK THE CHAIN (feat. Eric Turner & Sway) (Lasers) · Watch on YouTube

youtube_video GfvHhUtpfIA · row GfvHhUtpfIA

LAION-DISCO-12M

Gotta Eat

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

youtube_video GlvFY_inXLg · row GlvFY_inXLg

LAION-DISCO-12M

DRILL MUSIC IN ZION

Listed as Lupe Fiasco – DRILL MUSIC IN ZION (Drill Music in Zion) · Watch on YouTube

youtube_video HgBGKO8EiH4 · row HgBGKO8EiH4

LAION-DISCO-12M

Outside

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

youtube_video HxOcWjHOInc · row HxOcWjHOInc

LAION-DISCO-12M

All Black Everything

Listed as Lupe Fiasco – All Black Everything (Lasers) · Watch on YouTube

youtube_video I7kYUWElw5w · row I7kYUWElw5w

LAION-DISCO-12M

KIOSK

Listed as Lupe Fiasco – KIOSK (Drill Music in Zion) · Watch on YouTube

youtube_video JsZPxnrlNi0 · row JsZPxnrlNi0

LAION-DISCO-12M

Letting Go (feat. Sarah Green)

Listed as Lupe Fiasco – Letting Go (feat. Sarah Green) (Lasers) · Watch on YouTube

youtube_video LQu01TsjWxo · row LQu01TsjWxo

LAION-DISCO-12M

Lamborghini Angels

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

youtube_video NKp4lvDc6RI · row NKp4lvDc6RI

LAION-DISCO-12M

Deliver

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

youtube_video Nw7LOwqsZ08 · row Nw7LOwqsZ08

LAION-DISCO-12M

Next To It (feat. Ty Dolla $ign)

Listed as Lupe Fiasco – Next To It (feat. Ty Dolla $ign) (Next To It (feat. Ty Dolla $ign)) · Watch on YouTube

youtube_video OLav7reSt6w · row OLav7reSt6w

LAION-DISCO-12M

Manilla

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

youtube_video OgL2jOJQaKc · row OgL2jOJQaKc

LAION-DISCO-12M

They.Resurrect.Over.New. (feat. Ab-Soul & Troi)

Listed as Lupe Fiasco – They.Resurrect.Over.New. (feat. Ab-Soul & Troi) (Tetsuo & Youth) · Watch on YouTube

youtube_video Ovdr4dVDDK8 · row Ovdr4dVDDK8

LAION-DISCO-12M

Little Death (feat. Nikki Jean)

Listed as Lupe Fiasco – Little Death (feat. Nikki Jean) (Tetsuo & Youth) · Watch on YouTube

youtube_video RkS2s-G2ZQk · row RkS2s-G2ZQk

LAION-DISCO-12M

ON FAUX NEM

Listed as Lupe Fiasco – ON FAUX NEM (Drill Music in Zion) · Watch on YouTube

youtube_video UInFzXM73yc · row UInFzXM73yc

LAION-DISCO-12M

The Die (feat. GemStones)

Listed as Lupe Fiasco – The Die (feat. GemStones) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video UfLATu4Br-8 · row UfLATu4Br-8

LAION-DISCO-12M

XO (feat. Troi Irons)

Listed as Lupe Fiasco – XO (feat. Troi Irons) (DROGAS WAVE) · Watch on YouTube

youtube_video VEjQxSqACZE · row VEjQxSqACZE

LAION-DISCO-12M

King Nas

Listed as Lupe Fiasco – King Nas (DROGAS WAVE) · Watch on YouTube

youtube_video WHV5xkAZXiU · row WHV5xkAZXiU

LAION-DISCO-12M

Dopamine Lit (Intro)

Listed as Lupe Fiasco – Dopamine Lit (Intro) (DROGAS Light) · Watch on YouTube

youtube_video cQU_7XG2qT0 · row cQU_7XG2qT0

LAION-DISCO-12M

Haile Selassie (feat. Nikki Jean)

Listed as Lupe Fiasco – Haile Selassie (feat. Nikki Jean) (DROGAS WAVE) · Watch on YouTube

youtube_video cn03eDQZc-A · row cn03eDQZc-A

LAION-DISCO-12M

The Emperor's Soundtrack

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

youtube_video eObtJU-avE4 · row eObtJU-avE4

LAION-DISCO-12M

ITAL (Roses)

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

youtube_video g56taPo5TO4 · row g56taPo5TO4

LAION-DISCO-12M

Real (feat. Sarah Green)

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

youtube_video gA2C_B788jI · row gA2C_B788jI

LAION-DISCO-12M

Just Might Be OK (feat. Gemini)

Listed as Lupe Fiasco – Just Might Be OK (feat. Gemini) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video iPsa0_ECjj4 · row iPsa0_ECjj4

LAION-DISCO-12M

Old School Love (feat. Ed Sheeran)

Listed as Lupe Fiasco – Old School Love (feat. Ed Sheeran) (Old School Love (feat. Ed Sheeran)) · Watch on YouTube

youtube_video lX1qq3MelZ8 · row lX1qq3MelZ8

LAION-DISCO-12M

Adoration of the Magi (feat. Crystal "Røvél" Torres)

Listed as Lupe Fiasco – Adoration of the Magi (feat. Crystal "Røvél" Torres) (Tetsuo & Youth) · Watch on YouTube

youtube_video mng72yEhaxY · row mng72yEhaxY

LAION-DISCO-12M

Go Go Gadget Flow

Listed as Lupe Fiasco – Go Go Gadget Flow (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video pACjI4LhACI · row pACjI4LhACI

LAION-DISCO-12M

Go Baby (feat. GemStones)

Listed as Lupe Fiasco – Go Baby (feat. GemStones) (Lupe Fiasco's The Cool) · Watch on YouTube

youtube_video qBdbYIfH-hA · row qBdbYIfH-hA

LAION-DISCO-12M

Never Forget You (feat. John Legend)

Listed as Lupe Fiasco – Never Forget You (feat. John Legend) (Lasers) · Watch on YouTube

youtube_video qotKbJMv3Wg · row qotKbJMv3Wg

LAION-DISCO-12M

Dots & Lines

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

youtube_video rH7eIjeILIE · row rH7eIjeILIE

LAION-DISCO-12M

Chopper (feat. Billy Blue, Buk, Trouble & Trae Tha Truth)

Listed as Lupe Fiasco – Chopper (feat. Billy Blue, Buk, Trouble & Trae Tha Truth) (Tetsuo & Youth) · Watch on YouTube

youtube_video sXjKZSDmf30 · row sXjKZSDmf30

LAION-DISCO-12M

Jonylah Forever

Listed as Lupe Fiasco – Jonylah Forever (DROGAS WAVE) · Watch on YouTube

youtube_video tmROW5e5j1A · row tmROW5e5j1A

LAION-DISCO-12M

I Don't Wanna Care Right Now (feat. MDMA)

Listed as Lupe Fiasco – I Don't Wanna Care Right Now (feat. MDMA) (Lasers) · Watch on YouTube

youtube_video uM-o8IdLkLM · row uM-o8IdLkLM

LAION-DISCO-12M

Kick, Push II

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

youtube_video vV86AnAZ0H8 · row vV86AnAZ0H8

LAION-DISCO-12M

Pressure (feat. Jay-Z)

Listed as Lupe Fiasco – Pressure (feat. Jay-Z) (Lupe Fiasco's Food & Liquor) · Watch on YouTube

youtube_video wMAVYShWkPU · row wMAVYShWkPU

LAION-DISCO-12M

NAOMI

Listed as Lupe Fiasco – NAOMI (Drill Music in Zion) · Watch on YouTube

youtube_video z1j93hMsJWE · row z1j93hMsJWE

LAION-DISCO-12M

Beautiful Lasers (2 Ways) (feat. MDMA)

Listed as Lupe Fiasco – Beautiful Lasers (2 Ways) (feat. MDMA) (Lasers) · Watch on YouTube

youtube_video zJJZoLifdJY · row zJJZoLifdJY

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.