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 Sickest Women (Mike Rud Remix), Puffer (Holger Nielson Floater Mix), Technology (Marcsen W Remix)

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.

Sickest Women (Mike Rud Remix)

Listed as F-Rontal – Sickest Women (Mike Rud Remix) (Sickest Women) · Watch on YouTube

youtube_video -DJZFTZULb0 · row -DJZFTZULb0

LAION-DISCO-12M

Puffer (Holger Nielson Floater Mix)

Listed as F-Rontal – Puffer (Holger Nielson Floater Mix) (Puffer (Reworks)) · Watch on YouTube

youtube_video 2E8Lw8khXaw · row 2E8Lw8khXaw

LAION-DISCO-12M

Technology (Marcsen W Remix)

Listed as F-Rontal – Technology (Marcsen W Remix) (Technology EP) · Watch on YouTube

youtube_video 2KQXKztbJ3Q · row 2KQXKztbJ3Q

LAION-DISCO-12M

Wenja

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

youtube_video 2Ol1Ow7Q8Lo · row 2Ol1Ow7Q8Lo

LAION-DISCO-12M

Alboy

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

youtube_video 4oYvBeHpm5I · row 4oYvBeHpm5I

LAION-DISCO-12M

Control Module

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

youtube_video 6r__6DC_FwI · row 6r__6DC_FwI

LAION-DISCO-12M

I Got News

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

youtube_video Cy1ADLS-LWQ · row Cy1ADLS-LWQ

LAION-DISCO-12M

Spaltung (80 DD Remix)

Listed as F-Rontal – Spaltung (80 DD Remix) (Spaltung) · Watch on YouTube

youtube_video HkJA-Pt8VMU · row HkJA-Pt8VMU

LAION-DISCO-12M

XTC

Listed as F-Rontal, GINGAT – XTC (Next Station: Techno, Vol. 3) · Watch on YouTube

youtube_video JZWYg-ge8Qg · row JZWYg-ge8Qg

LAION-DISCO-12M

Volc (David Pluta Remix)

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

youtube_video LNPFCtZIP6Q · row LNPFCtZIP6Q

LAION-DISCO-12M

Haenssen

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

youtube_video MH8vDyDSquI · row MH8vDyDSquI

LAION-DISCO-12M

Sick

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

youtube_video MYWkooEYYRg · row MYWkooEYYRg

LAION-DISCO-12M

Scale

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

youtube_video MrBnc18HBh0 · row MrBnc18HBh0

LAION-DISCO-12M

Protect (Hefty "Dangerous" Remix)

Listed as F-Rontal – Protect (Hefty "Dangerous" Remix) (Protect) · Watch on YouTube

youtube_video NJgH29MNeKE · row NJgH29MNeKE

LAION-DISCO-12M

Puffer (deKai (Berlin) Remix)

Listed as F-Rontal – Puffer (deKai (Berlin) Remix) (Puffer (Reworks)) · Watch on YouTube

youtube_video NY0a4NTk2lc · row NY0a4NTk2lc

LAION-DISCO-12M

Modus

Listed as Gingat, F-Rontal – Modus (Visiophonik, Vol. 5) · Watch on YouTube

youtube_video P0vl9LAR6C4 · row P0vl9LAR6C4

LAION-DISCO-12M

17 Seconds

Listed as Deborah De Luca, F-Rontal – 17 Seconds (Last Time) · Watch on YouTube

youtube_video PIQCOdNLZvo · row PIQCOdNLZvo

LAION-DISCO-12M

Jabra

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

youtube_video PT6ZXYvo8SY · row PT6ZXYvo8SY

LAION-DISCO-12M

Puffer (DJ Emerson Rave Mix)

Listed as F-Rontal – Puffer (DJ Emerson Rave Mix) (Puffer (Reworks)) · Watch on YouTube

youtube_video QnuGz6HXpvA · row QnuGz6HXpvA

LAION-DISCO-12M

Puffer (2020 Rework)

Listed as F-Rontal – Puffer (2020 Rework) (Puffer (Reworks)) · Watch on YouTube

youtube_video QqBcxxyOMow · row QqBcxxyOMow

LAION-DISCO-12M

1000 Volt

Listed as F-Rontal – 1000 Volt (Headmosphere) · Watch on YouTube

youtube_video Qqhf29rhl1I · row Qqhf29rhl1I

LAION-DISCO-12M

Timeless Infinity

Listed as F-Rontal – Timeless Infinity (Space & Time) · Watch on YouTube

youtube_video T95xT0TFthg · row T95xT0TFthg

LAION-DISCO-12M

This Place

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

youtube_video UdA8OardUYU · row UdA8OardUYU

LAION-DISCO-12M

Native

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

youtube_video UrYmjrlHdzI · row UrYmjrlHdzI

LAION-DISCO-12M

Protect (Strobetch Remix)

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

youtube_video VrkqxzUiv1w · row VrkqxzUiv1w

LAION-DISCO-12M

Pagans

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

youtube_video W0tu1nfHzYY · row W0tu1nfHzYY

LAION-DISCO-12M

Protect

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

youtube_video WGEbV6I84WM · row WGEbV6I84WM

LAION-DISCO-12M

Headmosphere

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

youtube_video XzKj63vE1OU · row XzKj63vE1OU

LAION-DISCO-12M

Machinery (Nahal Remix)

Listed as F-Rontal – Machinery (Nahal Remix) (Machinery EP) · Watch on YouTube

youtube_video YJs2fAtt0E8 · row YJs2fAtt0E8

LAION-DISCO-12M

Pah

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

youtube_video ZH76-CUQj7o · row ZH76-CUQj7o

LAION-DISCO-12M

Combine

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

youtube_video ZhOUtavejPc · row ZhOUtavejPc

LAION-DISCO-12M

Adsorption

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

youtube_video _L_rewa_sh4 · row _L_rewa_sh4

LAION-DISCO-12M

Dialog

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

youtube_video _nugHUYk3a0 · row _nugHUYk3a0

LAION-DISCO-12M

Vision (Radio Edit)

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

youtube_video bY5Z9eKmjKk · row bY5Z9eKmjKk

LAION-DISCO-12M

Machinery

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

youtube_video c7_tG5VzXx0 · row c7_tG5VzXx0

LAION-DISCO-12M

Terror

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

youtube_video cAvWougPmz0 · row cAvWougPmz0

LAION-DISCO-12M

Hahn

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

youtube_video h2LKSZjqQ6U · row h2LKSZjqQ6U

LAION-DISCO-12M

Liquid Experience

Listed as F-Rontal – Liquid Experience (Pieces) · Watch on YouTube

youtube_video ibyhBiyxXLo · row ibyhBiyxXLo

LAION-DISCO-12M

Wubkick

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

youtube_video kgFdBWdf5tE · row kgFdBWdf5tE

LAION-DISCO-12M

Room 208 (D.N.S Remix)

Listed as F-Rontal – Room 208 (D.N.S Remix) (208 Results) · Watch on YouTube

youtube_video lMXind5kdGE · row lMXind5kdGE

LAION-DISCO-12M

Ruminant

Listed as F-Rontal – Ruminant (Emergency Call) · Watch on YouTube

youtube_video nHsGRtFHlLE · row nHsGRtFHlLE

LAION-DISCO-12M

Terror (Genetech Remix)

Listed as F-Rontal – Terror (Genetech Remix) (Terror Ep) · Watch on YouTube

youtube_video navEs9KXQpI · row navEs9KXQpI

LAION-DISCO-12M

MegaHz

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

youtube_video niuL_75zjs8 · row niuL_75zjs8

LAION-DISCO-12M

Kunja

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

youtube_video p611KPYQHKc · row p611KPYQHKc

LAION-DISCO-12M

Neon Drive (DJ Tool)

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

youtube_video rE0_3Z22agc · row rE0_3Z22agc

LAION-DISCO-12M

Closed Eyes

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

youtube_video sFZ_Ag7L4nY · row sFZ_Ag7L4nY

LAION-DISCO-12M

Your Story

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

youtube_video sJZkXScIacc · row sJZkXScIacc

LAION-DISCO-12M

Master & Slave

Listed as F-Rontal – Master & Slave (Averege EP) · Watch on YouTube

youtube_video uGz3KRGPlKc · row uGz3KRGPlKc

LAION-DISCO-12M

Deathcode (Mechanic Freakz Remix)

Listed as F-Rontal – Deathcode (Mechanic Freakz Remix) (Deathcode) · Watch on YouTube

youtube_video vmwxw7WPil4 · row vmwxw7WPil4

LAION-DISCO-12M

Understanding (N.O.B.A Remix)

Listed as Deborah De Luca, F-rontal – Understanding (N.O.B.A Remix) (Understanding) · Watch on YouTube

youtube_video zEeXXhcWPlo · row zEeXXhcWPlo

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.