Yes. MC Frontalot has 110 songs listed in a dataset used to train AI music models.

Used for training 110

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 Two Dreamers, Victorian Space Prostitute, Pr0n S0ng

Listed under the artist name 110 songs in LAION-DISCO-12M

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

Two Dreamers

Listed as MC Frontalot – Two Dreamers (Question Bedtime) · Watch on YouTube

youtube_video 0Z08c8m9gMI · row 0Z08c8m9gMI

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Victorian Space Prostitute

Listed as MC Frontalot – Victorian Space Prostitute (Solved) · Watch on YouTube

youtube_video 0gb3wMFYjWY · row 0gb3wMFYjWY

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Pr0n S0ng

Listed as MC Frontalot – Pr0n S0ng (Nerdcore Rising) · Watch on YouTube

youtube_video 6WyIxrx2PKM · row 6WyIxrx2PKM

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Much Chubbier (feat. Open Mike Eagle)

Listed as MC Frontalot – Much Chubbier (feat. Open Mike Eagle) (Question Bedtime) · Watch on YouTube

youtube_video 994hiktdMoY · row 994hiktdMoY

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Power User

Listed as MC Frontalot – Power User (Solved) · Watch on YouTube

youtube_video 9l_em-oBvWg · row 9l_em-oBvWg

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I'll Form the Head

Listed as MC Frontalot – I'll Form the Head (Solved) · Watch on YouTube

youtube_video C_DszLPxe4k · row C_DszLPxe4k

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Livin' At The Corner Of Dude & Catastrophe

Listed as MC Frontalot – Livin' At The Corner Of Dude & Catastrophe (Secrets From The Future) · Watch on YouTube

youtube_video D6xAsfT9I60 · row D6xAsfT9I60

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Bizarro Genius Baby

Listed as MC Frontalot – Bizarro Genius Baby (Secrets From The Future) · Watch on YouTube

youtube_video DLaeXvGlc9k · row DLaeXvGlc9k

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Secrets From The Future

Listed as MC Frontalot – Secrets From The Future (Secrets From The Future) · Watch on YouTube

youtube_video FUPstXCqyus · row FUPstXCqyus

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Final Boss

Listed as MC Frontalot – Final Boss (Final Boss) · Watch on YouTube

youtube_video I0OvsHQRQv8 · row I0OvsHQRQv8

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Penny Arcade Theme

Listed as MC Frontalot – Penny Arcade Theme (Nerdcore Rising) · Watch on YouTube

youtube_video I4ETjxuHqlc · row I4ETjxuHqlc

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Solved

Listed as MC Frontalot – Solved (Solved) · Watch on YouTube

youtube_video IC2-wbJfNC8 · row IC2-wbJfNC8

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Start Over

Listed as MC Frontalot – Start Over (Question Bedtime) · Watch on YouTube

youtube_video K6xdZmJ864M · row K6xdZmJ864M

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It Is Pitch Dark

Listed as MC Frontalot – It Is Pitch Dark (Secrets From The Future) · Watch on YouTube

youtube_video KGROHMQwACA · row KGROHMQwACA

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Shame Of The Otaku

Listed as MC Frontalot – Shame Of The Otaku (Final Boss) · Watch on YouTube

youtube_video NY7aWOidMF8 · row NY7aWOidMF8

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Message No. 419

Listed as MC Frontalot – Message No. 419 (Nerdcore Rising) · Watch on YouTube

youtube_video PVjEKIKMWQE · row PVjEKIKMWQE

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Nerdcore Rising

Listed as MC Frontalot – Nerdcore Rising (Nerdcore Rising) · Watch on YouTube

youtube_video RP20o4Jz6BY · row RP20o4Jz6BY

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Shudders (feat. The Protomen & Kid Koala)

Listed as MC Frontalot – Shudders (feat. The Protomen & Kid Koala) (Question Bedtime) · Watch on YouTube

youtube_video SvF7c9bTus8 · row SvF7c9bTus8

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Braggadocio

Listed as MC Frontalot – Braggadocio (Nerdcore Rising) · Watch on YouTube

youtube_video UPuBgZbMNg0 · row UPuBgZbMNg0

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This Old Man

Listed as MC Frontalot – This Old Man (Nerdcore Rising) · Watch on YouTube

youtube_video UqwFKRQRRKA · row UqwFKRQRRKA

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Disaster

Listed as MC Frontalot – Disaster (Zero Day) · Watch on YouTube

youtube_video VJOi_K8iEoA · row VJOi_K8iEoA

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Hassle: The Dorkening

Listed as MC Frontalot – Hassle: The Dorkening (Nerdcore Rising) · Watch on YouTube

youtube_video WVlJHH-A3-g · row WVlJHH-A3-g

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Invasion of the Not Quite Dead

Listed as MC Frontalot – Invasion of the Not Quite Dead (Solved) · Watch on YouTube

youtube_video WlokE1smV1U · row WlokE1smV1U

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Tongue-Clucking Grammarian

Listed as MC Frontalot – Tongue-Clucking Grammarian (Final Boss) · Watch on YouTube

youtube_video X65R-4Bslbc · row X65R-4Bslbc

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Captains of Industry

Listed as MC Frontalot – Captains of Industry (Solved) · Watch on YouTube

youtube_video XTrKmP7oU9U · row XTrKmP7oU9U

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Critical Hit

Listed as MC Frontalot – Critical Hit (Solved) · Watch on YouTube

youtube_video ZU3zcUW0WwE · row ZU3zcUW0WwE

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80085

Listed as MC Frontalot – 80085 (Zero Day) · Watch on YouTube

youtube_video ZVCnvj4rBt8 · row ZVCnvj4rBt8

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Mornings Come and Go (feat. Marian Call)

Listed as MC Frontalot – Mornings Come and Go (feat. Marian Call) (Question Bedtime) · Watch on YouTube

youtube_video ZsrnGkb_xyQ · row ZsrnGkb_xyQ

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Nerd Versus Jock

Listed as MC Frontalot – Nerd Versus Jock (Solved) · Watch on YouTube

youtube_video _9mZidqET2E · row _9mZidqET2E

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Scare Goat

Listed as MC Frontalot – Scare Goat (Final Boss) · Watch on YouTube

youtube_video _LiVTZ_wEEA · row _LiVTZ_wEEA

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Stoop Sale

Listed as MC Frontalot – Stoop Sale (Solved) · Watch on YouTube

youtube_video bKQe_qtAXPM · row bKQe_qtAXPM

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Watchmen (feat. Schaffer the Darklord, Miss Eaves & Quelle Chris)

Listed as Mega Ran, MC Lars, MC Frontalot – Watchmen (feat. Schaffer the Darklord, Miss Eaves & Quelle Chris) (Watchmen) · Watch on YouTube

youtube_video dJ0X1NoGJew · row dJ0X1NoGJew

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Zero Day

Listed as MC Frontalot – Zero Day (Zero Day) · Watch on YouTube

youtube_video eZqg2rd6TgY · row eZqg2rd6TgY

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Indier Than Thou

Listed as MC Frontalot – Indier Than Thou (Nerdcore Rising) · Watch on YouTube

youtube_video gRh6Mggmx64 · row gRh6Mggmx64

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Canadia

Listed as MC Frontalot – Canadia (Final Boss) · Watch on YouTube

youtube_video hzCoZB6iLQg · row hzCoZB6iLQg

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Charisma Potion

Listed as MC Frontalot – Charisma Potion (Zero Day) · Watch on YouTube

youtube_video i6G7NZ6IRtM · row i6G7NZ6IRtM

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Wallflowers

Listed as MC Frontalot – Wallflowers (Final Boss) · Watch on YouTube

youtube_video ifmHXJ_qEgI · row ifmHXJ_qEgI

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Goth Girls

Listed as MC Frontalot – Goth Girls (Nerdcore Rising) · Watch on YouTube

youtube_video j-jeGAjpAk0 · row j-jeGAjpAk0

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Gold Locks (feat. Jean Grae)

Listed as MC Frontalot – Gold Locks (feat. Jean Grae) (Question Bedtime) · Watch on YouTube

youtube_video j00gwPHmx-Y · row j00gwPHmx-Y

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Internet Sucks

Listed as MC Frontalot – Internet Sucks (Net Split, or the Fathomless Heartbreak of Online Itself) · Watch on YouTube

youtube_video jo2Mi6PRzto · row jo2Mi6PRzto

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First World Problem

Listed as MC Frontalot – First World Problem (Zero Day) · Watch on YouTube

youtube_video oQAOskhpsY8 · row oQAOskhpsY8

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Origin Of Species

Listed as MC Frontalot – Origin Of Species (Secrets From The Future) · Watch on YouTube

youtube_video p_FJelIEQy0 · row p_FJelIEQy0

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Charity Case

Listed as MC Frontalot – Charity Case (Nerdcore Rising) · Watch on YouTube

youtube_video tTeJTF2BV3o · row tTeJTF2BV3o

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Yellow Lasers

Listed as MC Frontalot – Yellow Lasers (Nerdcore Rising) · Watch on YouTube

youtube_video uJgFPe8nZNA · row uJgFPe8nZNA

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Jacquelyn Hyde

Listed as MC Frontalot – Jacquelyn Hyde (Zero Day) · Watch on YouTube

youtube_video uaUrPpklQ-U · row uaUrPpklQ-U

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Apocalypse Bards

Listed as MC Frontalot, Mega Ran, Coolzey – Apocalypse Bards (Apocalypse Bards) · Watch on YouTube

youtube_video uu_ElPYSkIM · row uu_ElPYSkIM

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Which MC Was That?

Listed as MC Frontalot – Which MC Was That? (Nerdcore Rising) · Watch on YouTube

youtube_video vAmv3QDTQws · row vAmv3QDTQws

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A Little Bit Broad

Listed as MC Frontalot – A Little Bit Broad (Zero Day) · Watch on YouTube

youtube_video xSvsK04RfEA · row xSvsK04RfEA

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Spoiler Alert

Listed as MC Frontalot – Spoiler Alert (Zero Day) · Watch on YouTube

youtube_video yaA-plDTDcI · row yaA-plDTDcI

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Front the Least

Listed as MC Frontalot – Front the Least (Solved) · Watch on YouTube

youtube_video zCfhCj63bdY · row zCfhCj63bdY

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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.