YouTrained

Artist F-Rontal on YouTube Music

Yes. F-Rontal has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Energy, Break the Rules, Graphit

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Energy

Listed as F-Rontal – Energy (Dump) · Watch on YouTube

youtube_video -F8RUbq0c8g · row -F8RUbq0c8g

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Break the Rules

Listed as F-Rontal – Break the Rules (Break the Rules) · Watch on YouTube

youtube_video 01OJwiEQYj8 · row 01OJwiEQYj8

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Graphit

Listed as F-Rontal – Graphit (Graphit EP) · Watch on YouTube

youtube_video 0DaemC7hdpA · row 0DaemC7hdpA

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Understanding (Luix Spectrum, Cristian Glitch Remix)

Listed as Deborah De Luca, F-rontal – Understanding (Luix Spectrum, Cristian Glitch Remix) (Understanding) · Watch on YouTube

youtube_video 1_OfG2ql5Eo · row 1_OfG2ql5Eo

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Dump

Listed as F-Rontal – Dump (Dump) · Watch on YouTube

youtube_video 1dc5jsJM4Y4 · row 1dc5jsJM4Y4

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Cleaning Pathes

Listed as F-Rontal – Cleaning Pathes (Cleaning Pathes) · Watch on YouTube

youtube_video 1rlFzyJoQ-M · row 1rlFzyJoQ-M

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Kontra

Listed as F-Rontal – Kontra (Kontra) · Watch on YouTube

youtube_video 4t7X6OP4H9o · row 4t7X6OP4H9o

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Valve (Kai Pattenberg Remix)

Listed as F-Rontal – Valve (Kai Pattenberg Remix) (Valve) · Watch on YouTube

youtube_video 5Fm_euXOysc · row 5Fm_euXOysc

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Strange Shape

Listed as F-Rontal – Strange Shape (Strange Nectar) · Watch on YouTube

youtube_video 5tEOWceffZE · row 5tEOWceffZE

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Eagel

Listed as F-Rontal – Eagel (Ts'home) · Watch on YouTube

youtube_video 64yYpcCcsbI · row 64yYpcCcsbI

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Sickest Women (GINGAT Massive Porn Remix)

Listed as F-Rontal – Sickest Women (GINGAT Massive Porn Remix) (Sickest Women) · Watch on YouTube

youtube_video 6FZscTqZzA8 · row 6FZscTqZzA8

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Forever Together

Listed as F-Rontal – Forever Together (Forever Together) · Watch on YouTube

youtube_video 7kKqW2Jn94E · row 7kKqW2Jn94E

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Doesn't Matter (Superstrobe Remix)

Listed as F-Rontal – Doesn't Matter (Superstrobe Remix) (Doesn't Matter) · Watch on YouTube

youtube_video 7shNkkhQPII · row 7shNkkhQPII

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Nectar

Listed as F-Rontal – Nectar (Strange Nectar) · Watch on YouTube

youtube_video 8y1ybSdEV9Y · row 8y1ybSdEV9Y

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12 DAYS LEFT

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (12 DAYS LEFT) · Watch on YouTube

youtube_video D7y0KqPn9-E · row D7y0KqPn9-E

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Protect (Matt Milano Remix)

Listed as F-Rontal – Protect (Matt Milano Remix) (Protect) · Watch on YouTube

youtube_video DzEoEGMM704 · row DzEoEGMM704

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Hierarchy Level

Listed as F-Rontal – Hierarchy Level (Hierarchy Level) · Watch on YouTube

youtube_video HYBcgqQD3Xs · row HYBcgqQD3Xs

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12 DAYS LEFT (Loco & Jam Remix)

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (Loco & Jam Remix) (12 DAYS LEFT) · Watch on YouTube

youtube_video Hnch9twHAv8 · row Hnch9twHAv8

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Brasspunch

Listed as F-Rontal – Brasspunch (Headmosphere) · Watch on YouTube

youtube_video JzWtoCtrQi0 · row JzWtoCtrQi0

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12 DAYS LEFT (I AM BAM Remix)

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (I AM BAM Remix) (12 DAYS LEFT) · Watch on YouTube

youtube_video L_yHltTjIV8 · row L_yHltTjIV8

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Spaltung

Listed as F-Rontal – Spaltung (Spaltung) · Watch on YouTube

youtube_video MM6hkvVSNvo · row MM6hkvVSNvo

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Phantom

Listed as F-Rontal – Phantom (Phantom) · Watch on YouTube

youtube_video NrdHQD93pzk · row NrdHQD93pzk

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Xopton

Listed as F-Rontal – Xopton (Various Artists 2019) · Watch on YouTube

youtube_video NsVojJrezr8 · row NsVojJrezr8

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R13

Listed as F-Rontal – R13 (Various vol.02) · Watch on YouTube

youtube_video NzDbdbzKPCg · row NzDbdbzKPCg

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Last Time

Listed as Deborah De Luca, F-Rontal – Last Time (Last Time) · Watch on YouTube

youtube_video PKvRAyJU1qk · row PKvRAyJU1qk

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Doesn't Matter

Listed as F-Rontal – Doesn't Matter (Doesn't Matter) · Watch on YouTube

youtube_video Qz6_qBHoudQ · row Qz6_qBHoudQ

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You or Me

Listed as F-Rontal – You or Me (You or Me) · Watch on YouTube

youtube_video ShurBXB2c7k · row ShurBXB2c7k

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Emmea

Listed as F-Rontal – Emmea (Graphit EP) · Watch on YouTube

youtube_video UsWnR_PQmZQ · row UsWnR_PQmZQ

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Goodfellas

Listed as F-Rontal, Gingat – Goodfellas (Ts'home) · Watch on YouTube

youtube_video VMw_Aff8A78 · row VMw_Aff8A78

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Inner Souls

Listed as F-Rontal – Inner Souls (Inner Souls) · Watch on YouTube

youtube_video WK6WcEq4pAc · row WK6WcEq4pAc

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Understanding

Listed as Deborah De Luca, F-rontal – Understanding (Understanding) · Watch on YouTube

youtube_video XWBhIdpyfNo · row XWBhIdpyfNo

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Abraxas

Listed as Deborah De Luca, F-Rontal – Abraxas (Last Time) · Watch on YouTube

youtube_video YzpMwlannr4 · row YzpMwlannr4

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Saga

Listed as F-Rontal – Saga (Saga) · Watch on YouTube

youtube_video b6jc8byna7E · row b6jc8byna7E

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Break the Rules (Marcsen W 'Alien' Remix)

Listed as F-Rontal – Break the Rules (Marcsen W 'Alien' Remix) (Break the Rules) · Watch on YouTube

youtube_video c48KXA6H4oY · row c48KXA6H4oY

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Puffer

Listed as F-Rontal – Puffer (Spaltung) · Watch on YouTube

youtube_video clgcvWbM2UM · row clgcvWbM2UM

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Break the Rules (Reeno Denshi Remix)

Listed as F-Rontal – Break the Rules (Reeno Denshi Remix) (Break the Rules) · Watch on YouTube

youtube_video dAna6xKb314 · row dAna6xKb314

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Deserve

Listed as F-Rontal – Deserve (Deserve EP) · Watch on YouTube

youtube_video d_mrGhKep24 · row d_mrGhKep24

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Body Scan

Listed as F-Rontal – Body Scan (You or Me) · Watch on YouTube

youtube_video jN_0ZAOouq0 · row jN_0ZAOouq0

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Puffer (Kai Pattenberg Remix)

Listed as F-Rontal – Puffer (Kai Pattenberg Remix) (Spaltung) · Watch on YouTube

youtube_video jbK_iX_Qmo0 · row jbK_iX_Qmo0

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Plastic

Listed as F-Rontal – Plastic (Inner Souls) · Watch on YouTube

youtube_video kc8ti0YzyZU · row kc8ti0YzyZU

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Terminate (Radio Edit)

Listed as F-Rontal – Terminate (Radio Edit) (Terminate EP) · Watch on YouTube

youtube_video ksmwdBpa0Ag · row ksmwdBpa0Ag

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12 DAYS LEFT (Hell Driver Remix)

Listed as Deborah De Luca, F-rontal – 12 DAYS LEFT (Hell Driver Remix) (12 DAYS LEFT) · Watch on YouTube

youtube_video lX_Qw2dq3VM · row lX_Qw2dq3VM

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Negative

Listed as F-Rontal – Negative (Negative) · Watch on YouTube

youtube_video lzhZWZJApgA · row lzhZWZJApgA

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Return The Favor

Listed as F-Rontal – Return The Favor (Neon Drive EP) · Watch on YouTube

youtube_video moKKG5Ewhhg · row moKKG5Ewhhg

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Oros

Listed as F-Rontal – Oros (Oros) · Watch on YouTube

youtube_video okNR9PnZgxI · row okNR9PnZgxI

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Neon Drive

Listed as F-Rontal – Neon Drive (Neon Drive EP) · Watch on YouTube

youtube_video ozSYxjykkXg · row ozSYxjykkXg

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Astro

Listed as F-Rontal – Astro (Native EP) · Watch on YouTube

youtube_video qNEPpUsdj1U · row qNEPpUsdj1U

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Shine

Listed as F-Rontal – Shine (Shine EP) · Watch on YouTube

youtube_video rAhmtkweLJU · row rAhmtkweLJU

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Volc

Listed as F-Rontal – Volc (Deathcode) · Watch on YouTube

youtube_video tPYfLgaTauI · row tPYfLgaTauI

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Garden Steps

Listed as F-Rontal – Garden Steps (Garden Steps) · Watch on YouTube

youtube_video zgov_Ke1BmI · row zgov_Ke1BmI

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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.

Is this you?