YouTrained

Artist Mustasch on YouTube Music

Yes. Mustasch has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Unsafe at Any Speed, I Lied, Givin'

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Unsafe at Any Speed

Listed as Mustasch – Unsafe at Any Speed (Ratsafari) · Watch on YouTube

youtube_video 06j7nA5IVjg · row 06j7nA5IVjg

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I Lied

Listed as Mustasch – I Lied (Powerhouse) · Watch on YouTube

youtube_video 4VoBtcx0Mmg · row 4VoBtcx0Mmg

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Givin'

Listed as Mustasch – Givin' (Silent Killer) · Watch on YouTube

youtube_video 52BufYQPX5A · row 52BufYQPX5A

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Down in Black

Listed as Mustasch – Down in Black (The New Sound of the True Best) · Watch on YouTube

youtube_video 6AVGSkd2Eps · row 6AVGSkd2Eps

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Morning Star

Listed as Mustasch – Morning Star (Sounds Like Hell, Looks Like Heaven) · Watch on YouTube

youtube_video 7i7txxuQpFc · row 7i7txxuQpFc

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Fredrika

Listed as Mustasch – Fredrika (Ratsafari) · Watch on YouTube

youtube_video 8jAfXVjxnnc · row 8jAfXVjxnnc

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Someone

Listed as Mustasch – Someone (Testosterone) · Watch on YouTube

youtube_video 9wxAjPlcSxA · row 9wxAjPlcSxA

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Garlic And Shots

Listed as Mustasch – Garlic And Shots (Killing It For Life) · Watch on YouTube

youtube_video AXNscmLAfPA · row AXNscmLAfPA

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I Hunt Alone

Listed as Mustasch – I Hunt Alone (The New Sound of the True Best) · Watch on YouTube

youtube_video EHu2fyYZ0_I · row EHu2fyYZ0_I

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Homophobic/Alcoholic

Listed as Mustasch – Homophobic/Alcoholic (The New Sound of the True Best) · Watch on YouTube

youtube_video EfYtYZA5FCU · row EfYtYZA5FCU

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Muddy Waters

Listed as Mustasch – Muddy Waters (Above All) · Watch on YouTube

youtube_video ErFu16iNZ0c · row ErFu16iNZ0c

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The Audience Is Listening

Listed as Mustasch – The Audience Is Listening (Mustasch) · Watch on YouTube

youtube_video GVYjD1C93Rw · row GVYjD1C93Rw

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The Dagger

Listed as Mustasch – The Dagger (Above All) · Watch on YouTube

youtube_video H-2iLvgk7sI · row H-2iLvgk7sI

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All Or Nothing (Japan Bonus Track)

Listed as Mustasch – All Or Nothing (Japan Bonus Track) (Testosterone Album Outtakes) · Watch on YouTube

youtube_video HSkKcfFkwsc · row HSkKcfFkwsc

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Human (I Don't Get It)

Listed as Mustasch – Human (I Don't Get It) (Human (I Don't Get It)) · Watch on YouTube

youtube_video H_yblNR1BwU · row H_yblNR1BwU

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Heresy Blasphemy

Listed as Mustasch – Heresy Blasphemy (Mustasch) · Watch on YouTube

youtube_video HwgU97l5m_s · row HwgU97l5m_s

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Haunted by Myself

Listed as Mustasch – Haunted by Myself (Powerhouse) · Watch on YouTube

youtube_video JbGdQEQKzZE · row JbGdQEQKzZE

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Lowlife Highlights

Listed as Mustasch – Lowlife Highlights (Thank You for the Demon) · Watch on YouTube

youtube_video LW4nFs0BulA · row LW4nFs0BulA

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I Am Not Aggressive

Listed as Mustasch – I Am Not Aggressive (Latest Version of the Truth) · Watch on YouTube

youtube_video NHwpPi3Hbgc · row NHwpPi3Hbgc

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Deep in the Woods

Listed as Mustasch – Deep in the Woods (Mustasch) · Watch on YouTube

youtube_video NbOwR4fl-9c · row NbOwR4fl-9c

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Ratsafari

Listed as Mustasch – Ratsafari (Ratsafari) · Watch on YouTube

youtube_video PHBsv1WdiTQ · row PHBsv1WdiTQ

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Homophobic / Alcoholic

Listed as Mustasch – Homophobic / Alcoholic (The True Sound of the New West) · Watch on YouTube

youtube_video Sgyc_MrZfKg · row Sgyc_MrZfKg

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Searching For Long Range Communication

Listed as Mustasch – Searching For Long Range Communication (A Final Warning - Chapter 1) · Watch on YouTube

youtube_video SrtrVjnphKo · row SrtrVjnphKo

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Falling Down

Listed as Mustasch – Falling Down (Latest Version of the Truth) · Watch on YouTube

youtube_video T-Fu55cX25w · row T-Fu55cX25w

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From Euphoria to Dystopia

Listed as Mustasch – From Euphoria to Dystopia (Thank You for the Demon) · Watch on YouTube

youtube_video Ty4jt8VQa1M · row Ty4jt8VQa1M

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I Wanna Be Loved

Listed as Mustasch – I Wanna Be Loved (Latest Version of the Truth) · Watch on YouTube

youtube_video YAPY25lcCq4 · row YAPY25lcCq4

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MON€Y

Listed as Mustasch – MON€Y (MON€Y) · Watch on YouTube

youtube_video _WOee7u7A9I · row _WOee7u7A9I

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Into the Arena

Listed as Mustasch – Into the Arena (Above All) · Watch on YouTube

youtube_video bOIU_euLPwU · row bOIU_euLPwU

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Grave Digger

Listed as Mustasch – Grave Digger (Silent Killer) · Watch on YouTube

youtube_video ce3gLf0T4Dk · row ce3gLf0T4Dk

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The Mauler

Listed as Mustasch – The Mauler (Thank You for the Demon) · Watch on YouTube

youtube_video dTuPkz_Pj64 · row dTuPkz_Pj64

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Forever Begins Today

Listed as Mustasch – Forever Begins Today (Latest Version of the Truth) · Watch on YouTube

youtube_video e5SLHncw2hs · row e5SLHncw2hs

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The Hunter

Listed as Mustasch – The Hunter (Testosterone) · Watch on YouTube

youtube_video eeGULRMPpO8 · row eeGULRMPpO8

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In the Night

Listed as Mustasch – In the Night (Latest Version of the Truth) · Watch on YouTube

youtube_video f3Bfk6wXMrI · row f3Bfk6wXMrI

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A Final Warning

Listed as Mustasch – A Final Warning (A Final Warning - Chapter 1) · Watch on YouTube

youtube_video fWy5BDA_y1w · row fWy5BDA_y1w

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The Answer

Listed as Mustasch – The Answer (Silent Killer) · Watch on YouTube

youtube_video gerZS1LlkQE · row gerZS1LlkQE

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The Heckler

Listed as Mustasch – The Heckler (Latest Version of the Truth) · Watch on YouTube

youtube_video hCDcBZvaUUI · row hCDcBZvaUUI

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Before A Grave

Listed as Mustasch – Before A Grave (Before A Grave) · Watch on YouTube

youtube_video i5-3M6I9FcY · row i5-3M6I9FcY

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Albert Einstein

Listed as Mustasch – Albert Einstein (A Final Warning - Chapter 1) · Watch on YouTube

youtube_video iXyGkbX0ql0 · row iXyGkbX0ql0

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Spreading the Worst

Listed as Mustasch – Spreading the Worst (Latest Version of the Truth) · Watch on YouTube

youtube_video lBzDr5sA0lw · row lBzDr5sA0lw

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Angel's Share

Listed as Mustasch – Angel's Share (The New Sound of the True Best) · Watch on YouTube

youtube_video nYMhbcXlC78 · row nYMhbcXlC78

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Silent Killer

Listed as Mustasch – Silent Killer (Silent Killer) · Watch on YouTube

youtube_video nu0LaxrAImc · row nu0LaxrAImc

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I'm Frustrated

Listed as Mustasch – I'm Frustrated (Mustasch) · Watch on YouTube

youtube_video ospWZCJdbMw · row ospWZCJdbMw

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Under the Radar

Listed as Mustasch – Under the Radar (Testosterone) · Watch on YouTube

youtube_video pmI2ljxl8E4 · row pmI2ljxl8E4

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The Rider

Listed as Mustasch – The Rider (Testosterone) · Watch on YouTube

youtube_video qlWWcBq6hRE · row qlWWcBq6hRE

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Stinger Citizen

Listed as Mustasch – Stinger Citizen (Ratsafari) · Watch on YouTube

youtube_video r51JmIR_hi4 · row r51JmIR_hi4

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Lonely

Listed as Mustasch – Lonely (Mustasch) · Watch on YouTube

youtube_video rLXdnjN8kd8 · row rLXdnjN8kd8

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Cold Heart Mother Son

Listed as Mustasch – Cold Heart Mother Son (Sounds Like Hell, Looks Like Heaven) · Watch on YouTube

youtube_video sfB5ktUKw-8 · row sfB5ktUKw-8

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Down to Earth

Listed as Mustasch – Down to Earth (Testosterone) · Watch on YouTube

youtube_video ujKacHUgXhs · row ujKacHUgXhs

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Ocean Song (Including Orust)

Listed as Mustasch – Ocean Song (Including Orust) (Above All) · Watch on YouTube

youtube_video xpt0TJmzOJ8 · row xpt0TJmzOJ8

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Double Nature (Interphace Remix)

Listed as Mustasch – Double Nature (Interphace Remix) (Remixed Sessions 2002 - 2012) · Watch on YouTube

youtube_video zMoVruvZEVo · row zMoVruvZEVo

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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.

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