YouTrained

Artist Ghost on YouTube Music

Yes. Ghost has 48 songs listed in a dataset used to train AI music models.

Used for training 48

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 Frozen, DEPENDE DE TI (feat. Borosdap), Strength (feat. Oshi)

Listed under the artist name 48 songs in LAION-DISCO-12M

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

Frozen

Listed as The Ghost – Frozen (Frozen) · Watch on YouTube

youtube_video -_cqPJG1ICM · row -_cqPJG1ICM

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DEPENDE DE TI (feat. Borosdap)

Listed as Ghost – DEPENDE DE TI (feat. Borosdap) (DEPENDE DE TI) · Watch on YouTube

youtube_video 1zFRyPkwENY · row 1zFRyPkwENY

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Strength (feat. Oshi)

Listed as Ghost, Chill Gang, Ajax – Strength (feat. Oshi) (Strength) · Watch on YouTube

youtube_video 26oo8ftY-CI · row 26oo8ftY-CI

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Transparency (Ghost Remix)

Listed as The Ghost, Eternal – Transparency (Ghost Remix) (Transparency (Ghost Remix)) · Watch on YouTube

youtube_video 5r4VWPVetPA · row 5r4VWPVetPA

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Paycheck

Listed as Ghost, Småland – Paycheck (Paycheck) · Watch on YouTube

youtube_video 62jRTHuREag · row 62jRTHuREag

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Until The Morning (Ghost Edit)

Listed as The Ghost – Until The Morning (Ghost Edit) (Until The Morning (Ghost Edit)) · Watch on YouTube

youtube_video 6fzCqdLiOEg · row 6fzCqdLiOEg

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Derramando Tinta Seción 1

Listed as Rey Power GS, Ghost, JDIAZ – Derramando Tinta Seción 1 (Derramando Tinta Seción 1) · Watch on YouTube

youtube_video BHDz-JjlGLI · row BHDz-JjlGLI

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Thinkin

Listed as GHOST – Thinkin (Thinkin) · Watch on YouTube

youtube_video E1w08uh8d3U · row E1w08uh8d3U

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Lost

Listed as The Ghost – Lost (Lost) · Watch on YouTube

youtube_video FNun4foIX5k · row FNun4foIX5k

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Love Me Better

Listed as The Ghost – Love Me Better (Love Me Better) · Watch on YouTube

youtube_video Flu3ngjoBIM · row Flu3ngjoBIM

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PURPLE

Listed as Ghost – PURPLE (PURPLE) · Watch on YouTube

youtube_video G1krs6eXlVQ · row G1krs6eXlVQ

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Thankful

Listed as Oshi, Chill Gang, Ghost – Thankful (Thankful) · Watch on YouTube

youtube_video HylSpcxHT-M · row HylSpcxHT-M

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Neglect Me

Listed as The Ghost – Neglect Me (Neglect Me) · Watch on YouTube

youtube_video IU00nm-3COg · row IU00nm-3COg

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Like Me

Listed as GHOST – Like Me (Like Me) · Watch on YouTube

youtube_video IvK454vejQ8 · row IvK454vejQ8

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Purpose

Listed as Ghost, Oshi, Ajax – Purpose (Purpose) · Watch on YouTube

youtube_video LUAWb0irnmw · row LUAWb0irnmw

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Moon Man

Listed as The Ghost – Moon Man (Moon Man) · Watch on YouTube

youtube_video LxJpQPfDIpw · row LxJpQPfDIpw

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Superstar

Listed as GHOST, Chill Gang – Superstar (Superstar) · Watch on YouTube

youtube_video MgQj6HFpnCQ · row MgQj6HFpnCQ

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Ella Elle

Listed as The Ghost – Ella Elle (Ella Elle) · Watch on YouTube

youtube_video Mlx9a0cu04w · row Mlx9a0cu04w

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Thinkin' lately (Remix)

Listed as Ghost, Chop Ford, Kansy – Thinkin' lately (Remix) (Thinkin' lately (Remix)) · Watch on YouTube

youtube_video O67XqvsNn_c · row O67XqvsNn_c

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A:M

Listed as The Ghost, Chill Gang – A:M (A:M) · Watch on YouTube

youtube_video OfvmJNafpQI · row OfvmJNafpQI

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Mau5phine

Listed as The Ghost – Mau5phine (Mau5phine) · Watch on YouTube

youtube_video P27jfXlI1lc · row P27jfXlI1lc

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forever

Listed as Ghost, Småland, Chill Gang – forever (forever) · Watch on YouTube

youtube_video PBlurtLwn4M · row PBlurtLwn4M

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BathTub

Listed as The Ghost – BathTub (BathTub) · Watch on YouTube

youtube_video PbIG6xjMOfI · row PbIG6xjMOfI

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Keep You High

Listed as The Ghost – Keep You High (Keep You High) · Watch on YouTube

youtube_video QagtKnpgWtY · row QagtKnpgWtY

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You & I

Listed as GHOST – You & I (You & I) · Watch on YouTube

youtube_video QyYDRsGWYDk · row QyYDRsGWYDk

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Carol Of The Bells (Ghost Remix)

Listed as The Ghost – Carol Of The Bells (Ghost Remix) (Carol Of The Bells (Ghost Remix)) · Watch on YouTube

youtube_video RzPwIn8citc · row RzPwIn8citc

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Nawlfr

Listed as Ghost – Nawlfr (Nawlfr) · Watch on YouTube

youtube_video SpIlxaNL-RA · row SpIlxaNL-RA

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Same Old

Listed as Ghost, Kirmaan Aboobaker – Same Old (Same Old) · Watch on YouTube

youtube_video TlPoFfOP7ns · row TlPoFfOP7ns

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BLUR

Listed as Ghost – BLUR (BLUR) · Watch on YouTube

youtube_video WTddLxXlGQc · row WTddLxXlGQc

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Just Call

Listed as Ghost – Just Call (Just Call) · Watch on YouTube

youtube_video YgnWscPfY5M · row YgnWscPfY5M

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Running

Listed as The Ghost – Running (Running) · Watch on YouTube

youtube_video YnJgr6UfcUo · row YnJgr6UfcUo

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S.H.A.M.E (Vocal Mix) (feat. L1wolf)

Listed as The Ghost – S.H.A.M.E (Vocal Mix) (feat. L1wolf) (S.H.A.M.E (Vocal Mix)) · Watch on YouTube

youtube_video ZEYsH5_-OT0 · row ZEYsH5_-OT0

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Wrong

Listed as Ghost, Småland, Oshi – Wrong (Wrong) · Watch on YouTube

youtube_video _MIms9X2D9g · row _MIms9X2D9g

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Fuck Em

Listed as Ghost, Småland – Fuck Em (Fuck Em) · Watch on YouTube

youtube_video _sV2_LCqIH4 · row _sV2_LCqIH4

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孤独矩阵

Listed as 波斯特, GHOST – 孤独矩阵 (孤独矩阵) · Watch on YouTube

youtube_video _wLmsY-YlC0 · row _wLmsY-YlC0

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The Fusion

Listed as The Ghost, CloudKid – The Fusion (The Fusion) · Watch on YouTube

youtube_video bXEE7MALeBQ · row bXEE7MALeBQ

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Free

Listed as Ghost – Free (Free) · Watch on YouTube

youtube_video etPBDrHHfzI · row etPBDrHHfzI

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Keep You High (Vocal Mix) (feat. Noita)

Listed as GHOST – Keep You High (Vocal Mix) (feat. Noita) (Keep You High (Vocal Mix)) · Watch on YouTube

youtube_video gUsygVKlDRQ · row gUsygVKlDRQ

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Investi

Listed as Ghost – Investi (Investi) · Watch on YouTube

youtube_video iYVaZ5TDj7o · row iYVaZ5TDj7o

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Summer Of Ghost

Listed as The Ghost – Summer Of Ghost (Summer Of Ghost) · Watch on YouTube

youtube_video kyATr4nhUrc · row kyATr4nhUrc

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Purple Drank

Listed as The Ghost – Purple Drank (Purple Drank) · Watch on YouTube

youtube_video mJAtHUFnoNA · row mJAtHUFnoNA

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Free

Listed as Oshi, Ghost, Chill Gang – Free (Free) · Watch on YouTube

youtube_video mkBgs2BaxME · row mkBgs2BaxME

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With You

Listed as Ghost, Småland, Oshi – With You (With You) · Watch on YouTube

youtube_video nP_bapXv37E · row nP_bapXv37E

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Shame (Radio Edit)

Listed as Ghost – Shame (Radio Edit) (Shame (Radio Edit)) · Watch on YouTube

youtube_video tAAswFxyrAw · row tAAswFxyrAw

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City Of Lights (feat. Twin)

Listed as The Ghost – City Of Lights (feat. Twin) (City Of Lights) · Watch on YouTube

youtube_video upyg-XKM3K8 · row upyg-XKM3K8

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SEM SAÍDA

Listed as Ghost – SEM SAÍDA (SEM SAÍDA) · Watch on YouTube

youtube_video vGVghVPRTvs · row vGVghVPRTvs

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Sunset Girl

Listed as Ghost, RETRIC – Sunset Girl (Sunset Girl) · Watch on YouTube

youtube_video xXURS4dZIIs · row xXURS4dZIIs

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Mil Coisas

Listed as Ghost – Mil Coisas (Mil Coisas) · Watch on YouTube

youtube_video zoYBwOJClwk · row zoYBwOJClwk

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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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