YouTrained

Artist Prefuse 73 on YouTube Music

Yes. Prefuse 73 has 151 songs listed in a dataset used to train AI music models.

Used for training 151

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 Python Print, And I'm Gone, These Saturdays Beat

Listed under the artist name 151 songs in LAION-DISCO-12M

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

Python Print

Listed as Prefuse 73 – Python Print (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video -o_soLZvsvc · row -o_soLZvsvc

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And I'm Gone

Listed as Prefuse 73 – And I'm Gone (Surrounded By Silence) · Watch on YouTube

youtube_video 0a684I1Uxug · row 0a684I1Uxug

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These Saturdays Beat

Listed as Prefuse 73 – These Saturdays Beat (Fudge Beats) · Watch on YouTube

youtube_video 2k2avE6VJ94 · row 2k2avE6VJ94

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Weather Systems

Listed as Prefuse 73 – Weather Systems (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video 32gUx2FzhHk · row 32gUx2FzhHk

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Dubs That Don't Match

Listed as Prefuse 73 – Dubs That Don't Match (Extinguished) · Watch on YouTube

youtube_video 4p6K6cIK-J4 · row 4p6K6cIK-J4

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Between Man And Woman

Listed as Prefuse 73 – Between Man And Woman (Extinguished) · Watch on YouTube

youtube_video 5I6nTlXrt5k · row 5I6nTlXrt5k

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Il Calibro

Listed as Prefuse 73 – Il Calibro (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video 5sty0M_45D4 · row 5sty0M_45D4

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No Lights Still Rock (feat. Dimlite)

Listed as Prefuse 73 – No Lights Still Rock (feat. Dimlite) (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video 6yXQjIVWBYA · row 6yXQjIVWBYA

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Promade Suite Version One

Listed as Prefuse 73 – Promade Suite Version One (Preparations & Interregnums) · Watch on YouTube

youtube_video 7Gsd_fzXqzI · row 7Gsd_fzXqzI

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Tel Aviv's Gravel Toothbrush

Listed as Prefuse 73 – Tel Aviv's Gravel Toothbrush (Extinguished) · Watch on YouTube

youtube_video AHiB4naGmCQ · row AHiB4naGmCQ

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It's Crowded

Listed as Prefuse 73 – It's Crowded (Surrounded By Silence) · Watch on YouTube

youtube_video DNi-iEKu0UQ · row DNi-iEKu0UQ

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Ty Versus Detchibe

Listed as Prefuse 73 – Ty Versus Detchibe (Surrounded By Silence) · Watch on YouTube

youtube_video FL8Xbopjz3o · row FL8Xbopjz3o

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Kev Intro 99

Listed as Prefuse 73 – Kev Intro 99 (Extinguished) · Watch on YouTube

youtube_video GFLhtkq_qdE · row GFLhtkq_qdE

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Wrong Suspect

Listed as Prefuse 73 – Wrong Suspect (New Strategies For Modern Crime Volume 1) · Watch on YouTube

youtube_video GsDLUZvukqQ · row GsDLUZvukqQ

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I Got No Time For Rearviews

Listed as Prefuse 73 – I Got No Time For Rearviews (Extinguished) · Watch on YouTube

youtube_video HDn7Fl2iJpM · row HDn7Fl2iJpM

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Keeping Up With Your Quota

Listed as Prefuse 73 – Keeping Up With Your Quota (Security Screenings) · Watch on YouTube

youtube_video JEw6IsAgeKM · row JEw6IsAgeKM

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245 Wagon Talk

Listed as Prefuse 73 – 245 Wagon Talk (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video Kc9HGZtsAOo · row Kc9HGZtsAOo

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Periodic Measurements Of Infrequent Smiles

Listed as Prefuse 73 – Periodic Measurements Of Infrequent Smiles (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video L9aVQbSSlT4 · row L9aVQbSSlT4

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Parachute Panador

Listed as Prefuse 73 – Parachute Panador (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video NIhLdkaW8hU · row NIhLdkaW8hU

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Without Anyone

Listed as Prefuse 73 – Without Anyone (Sacrifices) · Watch on YouTube

youtube_video RHk3R2X5f_c · row RHk3R2X5f_c

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Empath Lords

Listed as Prefuse 73 – Empath Lords (New Strategies For Modern Crime Volume 1) · Watch on YouTube

youtube_video Sr5zOvycjpw · row Sr5zOvycjpw

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All Points South Beat

Listed as Prefuse 73 – All Points South Beat (Fudge Beats) · Watch on YouTube

youtube_video Tm-UijjjiE0 · row Tm-UijjjiE0

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Smoking Red (feat. John Stanier)

Listed as Prefuse 73 – Smoking Red (feat. John Stanier) (Preparations & Interregnums) · Watch on YouTube

youtube_video X-K6yZU5tWg · row X-K6yZU5tWg

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Fountains Of Spring

Listed as Prefuse 73 – Fountains Of Spring (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video XbLZwmWmoJA · row XbLZwmWmoJA

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Expressing Views Is Obviously Illegal

Listed as Prefuse 73 – Expressing Views Is Obviously Illegal (Surrounded By Silence) · Watch on YouTube

youtube_video Y8u_jLn5sMA · row Y8u_jLn5sMA

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Natures Uplifting Revenge

Listed as Prefuse 73 – Natures Uplifting Revenge (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video _w0g7xKgEMM · row _w0g7xKgEMM

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Her Desire Is to Be Left Alone

Listed as Prefuse 73 – Her Desire Is to Be Left Alone (Sacrifices) · Watch on YouTube

youtube_video a-li7nmm2r8 · row a-li7nmm2r8

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La Correcion Exchange

Listed as Prefuse 73 – La Correcion Exchange (Surrounded By Silence) · Watch on YouTube

youtube_video dNXzpkhiw1U · row dNXzpkhiw1U

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Silence Interlude

Listed as Prefuse 73 – Silence Interlude (Surrounded By Silence) · Watch on YouTube

youtube_video dOXkuMuDep8 · row dOXkuMuDep8

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Half Up Front

Listed as Prefuse 73 – Half Up Front (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video ebS_A8Ncsz8 · row ebS_A8Ncsz8

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Late to the Party

Listed as Prefuse 73 – Late to the Party (Sacrifices) · Watch on YouTube

youtube_video fjs6xH9DzxA · row fjs6xH9DzxA

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Popstar Beat

Listed as Prefuse 73 – Popstar Beat (Fudge Beats) · Watch on YouTube

youtube_video h8aT35hvwQM · row h8aT35hvwQM

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Aborted Hugs

Listed as Prefuse 73 – Aborted Hugs (Preparations & Interregnums) · Watch on YouTube

youtube_video hS1Zfqc0ks0 · row hS1Zfqc0ks0

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Wylin Out (Original Instrumental)

Listed as Diverse, Prefuse-73, Mos Def – Wylin Out (Original Instrumental) (Wylin Out) · Watch on YouTube

youtube_video iFMz1EO8hQU · row iFMz1EO8hQU

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Yuletide

Listed as Prefuse 73 – Yuletide (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video iIvX7x4bE_M · row iIvX7x4bE_M

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Circuit Breaker Beat (feat. Leb Laze)

Listed as Prefuse 73 – Circuit Breaker Beat (feat. Leb Laze) (Fudge Beats) · Watch on YouTube

youtube_video iz0DqqHt_Fk · row iz0DqqHt_Fk

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Hideyaface (prod. El-P)

Listed as Prefuse 73, Ghostface Killah – Hideyaface (prod. El-P) (Elevate) · Watch on YouTube

youtube_video jef2vbUlDHk · row jef2vbUlDHk

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The Letter: "P"

Listed as Prefuse 73 – The Letter: "P" (Security Screenings) · Watch on YouTube

youtube_video kRnp54Yjpgk · row kRnp54Yjpgk

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La Parte Centrale

Listed as Prefuse 73 – La Parte Centrale (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video kSWUrFdlY5U · row kSWUrFdlY5U

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With Dirt And Two Texts - Afternoon Version

Listed as Prefuse 73 – With Dirt And Two Texts - Afternoon Version (Security Screenings) · Watch on YouTube

youtube_video kcMaGzMesZQ · row kcMaGzMesZQ

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Whisper In My Ear To Tell Me You Hate Me

Listed as Prefuse 73 – Whisper In My Ear To Tell Me You Hate Me (Extinguished) · Watch on YouTube

youtube_video liKXPJ7429U · row liKXPJ7429U

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Through a Lit and Darkened Path Pts. 1 & 2

Listed as Prefuse 73 – Through a Lit and Darkened Path Pts. 1 & 2 (Rivington Não Rio) · Watch on YouTube

youtube_video mb1HwPOTsRI · row mb1HwPOTsRI

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Every Off Key Beat

Listed as Prefuse 73 – Every Off Key Beat (Fudge Beats) · Watch on YouTube

youtube_video mgEr_8o0ofs · row mgEr_8o0ofs

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Kids Kill Beat

Listed as Prefuse 73 – Kids Kill Beat (Fudge Beats) · Watch on YouTube

youtube_video o7gzzkppbfA · row o7gzzkppbfA

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In My Shoes Beat

Listed as Prefuse 73 – In My Shoes Beat (Fudge Beats) · Watch on YouTube

youtube_video qHRF314AvBI · row qHRF314AvBI

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Desks Pencils Bottles

Listed as Prefuse 73 – Desks Pencils Bottles (The '92 Vs '02 Collection) · Watch on YouTube

youtube_video qbOLCnVJcVg · row qbOLCnVJcVg

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Canine Chorus (Scene Two)

Listed as Prefuse 73 – Canine Chorus (Scene Two) (New Strategies For Modern Crime Volume 2) · Watch on YouTube

youtube_video rAjryvdldFc · row rAjryvdldFc

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Minutes Away Without You

Listed as Prefuse 73 – Minutes Away Without You (Surrounded By Silence) · Watch on YouTube

youtube_video sa-qn1N2gzg · row sa-qn1N2gzg

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Infrared Remix (feat. Sam Dew)

Listed as Prefuse 73, Sam Dew – Infrared Remix (feat. Sam Dew) (Forsyth Gardens) · Watch on YouTube

youtube_video yvKvffZ9RqQ · row yvKvffZ9RqQ

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DEC. Machine Funk All ERA's

Listed as Prefuse 73 – DEC. Machine Funk All ERA's (Everything She Touched Turned Ampexian) · Watch on YouTube

youtube_video ziH7Ss_GySo · row ziH7Ss_GySo

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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?