Yes. NLE Choppa has 176 songs listed in a dataset used to train AI music models.

Used for training 176

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 Shotta Flow 6, Too Hot (feat. Moneybagg Yo), Forever

Listed under the artist name 176 songs in LAION-DISCO-12M

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

Shotta Flow 6

Listed as NLE Choppa – Shotta Flow 6 (Me vs. Me) · Watch on YouTube

youtube_video -O5wQZPttyI · row -O5wQZPttyI

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Too Hot (feat. Moneybagg Yo)

Listed as NLE Choppa – Too Hot (feat. Moneybagg Yo) (Me vs. Me) · Watch on YouTube

youtube_video -igZ53hwiC8 · row -igZ53hwiC8

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Forever

Listed as NLE Choppa – Forever (Forever) · Watch on YouTube

youtube_video 0mpoC6qKAk4 · row 0mpoC6qKAk4

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Depression

Listed as NLE Choppa – Depression (Top Shotta) · Watch on YouTube

youtube_video 0yC8fXccyWY · row 0yC8fXccyWY

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Yak Flow

Listed as NLE Choppa – Yak Flow (Yak Flow) · Watch on YouTube

youtube_video 2DwOi7C934s · row 2DwOi7C934s

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Stickin And Movin

Listed as NLE Choppa – Stickin And Movin (Stickin And Movin) · Watch on YouTube

youtube_video 2ohycIO1js4 · row 2ohycIO1js4

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AUNTIE LIVING ROOM

Listed as NLE Choppa – AUNTIE LIVING ROOM (Cottonwood 2 (Deluxe 2.0)) · Watch on YouTube

youtube_video 3ZvMiZah0ZA · row 3ZvMiZah0ZA

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Moonlight (feat. Big Sean)

Listed as NLE Choppa – Moonlight (feat. Big Sean) (From Dark to Light) · Watch on YouTube

youtube_video 45loRPs5Q5g · row 45loRPs5Q5g

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IT'S GETTING HOT

Listed as NLE Choppa – IT'S GETTING HOT (Cottonwood 2 (Deluxe 2.0)) · Watch on YouTube

youtube_video 5F0dRvU6s3I · row 5F0dRvU6s3I

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Shotta Flow 2

Listed as NLE Choppa – Shotta Flow 2 (Shotta Flow 2) · Watch on YouTube

youtube_video 5LAurG99crM · row 5LAurG99crM

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Bryson

Listed as NLE Choppa – Bryson (From Dark to Light) · Watch on YouTube

youtube_video 6UtTSbTMNUs · row 6UtTSbTMNUs

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Murda Talk

Listed as NLE Choppa – Murda Talk (Top Shotta) · Watch on YouTube

youtube_video 8cbXswTY0v0 · row 8cbXswTY0v0

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Trap Phone

Listed as NLE Choppa – Trap Phone (Me vs. Me) · Watch on YouTube

youtube_video AaDWIki0rMs · row AaDWIki0rMs

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Top Shotta Flow

Listed as NLE Choppa – Top Shotta Flow (Top Shotta) · Watch on YouTube

youtube_video AqN42_YwEuA · row AqN42_YwEuA

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Camelot (Remix) (feat. Yo Gotti, BlocBoy JB & Moneybagg Yo)

Listed as NLE Choppa – Camelot (Remix) (feat. Yo Gotti, BlocBoy JB & Moneybagg Yo) (Camelot (Remix)) · Watch on YouTube

youtube_video BIgPY6KDWYE · row BIgPY6KDWYE

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SLUT ME OUT 2 (Extra Slutty Mix)

Listed as NLE Choppa – SLUT ME OUT 2 (Extra Slutty Mix) (SLUT ME OUT 2 (Extra Slutty Mix)) · Watch on YouTube

youtube_video DVvcUMfZgc0 · row DVvcUMfZgc0

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Shotta Flow 7

Listed as NLE Choppa – Shotta Flow 7 (Shotta Flow 7) · Watch on YouTube

youtube_video FWp-CbM9098 · row FWp-CbM9098

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Lick Me Baby

Listed as NLE Choppa – Lick Me Baby (Me vs. Me) · Watch on YouTube

youtube_video GHk5qWKesMY · row GHk5qWKesMY

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Stompin

Listed as NLE Choppa – Stompin (Me vs. Me) · Watch on YouTube

youtube_video GjfEQzmPg5A · row GjfEQzmPg5A

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CMON FREESTYLE

Listed as NLE Choppa – CMON FREESTYLE (Cottonwood 2 (Deluxe 2.0)) · Watch on YouTube

youtube_video JpmcQGh7KGU · row JpmcQGh7KGU

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Picture Me Grapin’

Listed as NLE Choppa – Picture Me Grapin’ (From Dark to Light) · Watch on YouTube

youtube_video K22GIrd6chA · row K22GIrd6chA

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Shotta Flow 3

Listed as NLE Choppa – Shotta Flow 3 (Top Shotta) · Watch on YouTube

youtube_video PACOVJpiKUc · row PACOVJpiKUc

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Step

Listed as NLE Choppa – Step (Cottonwood) · Watch on YouTube

youtube_video RIXP9Fz9rz4 · row RIXP9Fz9rz4

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CHAMPIONS

Listed as NLE Choppa – CHAMPIONS (Cottonwood 2) · Watch on YouTube

youtube_video ScF6p4eClZU · row ScF6p4eClZU

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Shotta Flow 4

Listed as NLE Choppa – Shotta Flow 4 (NLE Choppa) · Watch on YouTube

youtube_video VjvnQTDkxOU · row VjvnQTDkxOU

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Famous Hoes

Listed as NLE Choppa – Famous Hoes (Famous Hoes) · Watch on YouTube

youtube_video Vo4FMl7wHOs · row Vo4FMl7wHOs

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Free Youngboy

Listed as NLE Choppa – Free Youngboy (Free Youngboy) · Watch on YouTube

youtube_video Wow-JmYExpY · row Wow-JmYExpY

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Exotic

Listed as NLE Choppa – Exotic (Exotic) · Watch on YouTube

youtube_video Xo3GGeI0X5Y · row Xo3GGeI0X5Y

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SACUDELO (feat. Donaty)

Listed as El Alfa, Maluma, NLE Choppa – SACUDELO (feat. Donaty) (SACUDELO) · Watch on YouTube

youtube_video Yyk1cRYAP7o · row Yyk1cRYAP7o

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Letter to My Daughter

Listed as NLE Choppa – Letter to My Daughter (Letter to My Daughter) · Watch on YouTube

youtube_video Zmt9SJdaenA · row Zmt9SJdaenA

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Narrow Road (feat. Lil Baby)

Listed as NLE Choppa – Narrow Road (feat. Lil Baby) (Top Shotta) · Watch on YouTube

youtube_video cX6EiEKeiaU · row cX6EiEKeiaU

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Mmm Hmm

Listed as NLE Choppa – Mmm Hmm (Me vs. Me) · Watch on YouTube

youtube_video d0_celB-1Yk · row d0_celB-1Yk

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SMOKIN ON THEM

Listed as NLE Choppa – SMOKIN ON THEM (Cottonwood 2 (Deluxe 2.0)) · Watch on YouTube

youtube_video d5QOmJEO1_o · row d5QOmJEO1_o

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IN THE UK

Listed as NLE Choppa – IN THE UK (Cottonwood 2) · Watch on YouTube

youtube_video flWhbKLUX8U · row flWhbKLUX8U

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K Toven

Listed as Kaliii, DJ Smallz 732, NLE Choppa – K Toven (FCK GIRL SZN) · Watch on YouTube

youtube_video iMf4w6sV6I0 · row iMf4w6sV6I0

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23

Listed as NLE Choppa – 23 (23) · Watch on YouTube

youtube_video kYIsJEq2BTo · row kYIsJEq2BTo

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BLOCC IS HOT

Listed as NLE Choppa – BLOCC IS HOT (BLOCC IS HOT) · Watch on YouTube

youtube_video kpBxlJ7dHBU · row kpBxlJ7dHBU

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Shotta Flow 7 [Remix] (feat. Lil Mabu)

Listed as NLE Choppa – Shotta Flow 7 [Remix] (feat. Lil Mabu) (Shotta Flow 7 (Remix)) · Watch on YouTube

youtube_video mGEc9d3mGFQ · row mGEc9d3mGFQ

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Bad Bitty (Remix)

Listed as J.P., NLE Choppa – Bad Bitty (Remix) (Bad Bitty (Remix)) · Watch on YouTube

youtube_video oHexdGtQedo · row oHexdGtQedo

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Jumpin (feat. Polo G)

Listed as NLE Choppa – Jumpin (feat. Polo G) (Me vs. Me) · Watch on YouTube

youtube_video pXQgT7GudGY · row pXQgT7GudGY

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Drop Shit

Listed as NLE Choppa – Drop Shit (Me vs. Me) · Watch on YouTube

youtube_video plANTEqMJ5o · row plANTEqMJ5o

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TALK DIFFERENT

Listed as NLE Choppa – TALK DIFFERENT (Cottonwood 2) · Watch on YouTube

youtube_video q0w3dm0GQDw · row q0w3dm0GQDw

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Shotta Flow 5

Listed as NLE Choppa – Shotta Flow 5 (Top Shotta) · Watch on YouTube

youtube_video q7QA4K0TQmQ · row q7QA4K0TQmQ

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No Distractions

Listed as Loui, NLE Choppa – No Distractions (No Distractions) · Watch on YouTube

youtube_video qWHaXXART5Q · row qWHaXXART5Q

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Daydream

Listed as NLE Choppa – Daydream (Top Shotta) · Watch on YouTube

youtube_video rK9PPmspIAo · row rK9PPmspIAo

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City Lights

Listed as NLE Choppa – City Lights (City Lights) · Watch on YouTube

youtube_video rmA37-h2oxA · row rmA37-h2oxA

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Grim Reapa Flow

Listed as 30 Deep Grimeyy, NLE Choppa – Grim Reapa Flow (Grim Reapa Flow) · Watch on YouTube

youtube_video t3ZQpM6Ghy0 · row t3ZQpM6Ghy0

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Ice Spice

Listed as NLE Choppa – Ice Spice (Ice Spice) · Watch on YouTube

youtube_video yD4aI0cTj6I · row yD4aI0cTj6I

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SLUT ME OUT 2 (COUNTRY ME OUT)

Listed as NLE Choppa, J.P. – SLUT ME OUT 2 (COUNTRY ME OUT) (SLUT ME OUT 2 (COUNTRY ME OUT)) · Watch on YouTube

youtube_video zKMFCyAH9R0 · row zKMFCyAH9R0

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I.Y.B.

Listed as NLE Choppa – I.Y.B. (Me vs. Me) · Watch on YouTube

youtube_video zcZqZGsU-z8 · row zcZqZGsU-z8

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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.