YouTrained

Artist Sabrina Johnston on YouTube Music

Yes. Sabrina Johnston has 115 songs listed in a dataset used to train AI music models.

Used for training 115

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 Freedom (Tony Humphries Vocal Club Mix), I Wanna Sing, Free, Gay, And Happy

Listed under the artist name 115 songs in LAION-DISCO-12M

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

Freedom (Tony Humphries Vocal Club Mix)

Listed as Sabrina Johnston – Freedom (Tony Humphries Vocal Club Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video 24tEX_z3DbY · row 24tEX_z3DbY

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I Wanna Sing

Listed as Sabrina Johnston – I Wanna Sing (I Wanna Sing) · Watch on YouTube

youtube_video 3-v1D5Rlg5A · row 3-v1D5Rlg5A

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Free, Gay, And Happy

Listed as Sabrina Johnston – Free, Gay, And Happy (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video 55wsT7jn5v0 · row 55wsT7jn5v0

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Tonight

Listed as Sabrina Johnston – Tonight (La Diva) · Watch on YouTube

youtube_video 56ha-YVVTIw · row 56ha-YVVTIw

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What Hope Have I (Junior Vasquez Earth Mix)

Listed as Sabrina Johnston – What Hope Have I (Junior Vasquez Earth Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video 66XMZnjAUlQ · row 66XMZnjAUlQ

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Peace In The Valley (Jerome Farley Final Mix)

Listed as Sabrina Johnston – Peace In The Valley (Jerome Farley Final Mix) (Dance from Ibiza, Vol. 3) · Watch on YouTube

youtube_video 9FrmVEUzMhc · row 9FrmVEUzMhc

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Friendship

Listed as Sabrina Johnston – Friendship (Friendship) · Watch on YouTube

youtube_video AlAkbzmSlrg · row AlAkbzmSlrg

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Disco Light (Radio Edit)

Listed as Deebiza, Funk 78, Sabrina Johnston – Disco Light (Radio Edit) (Sound of Summer Ibiza 2020) · Watch on YouTube

youtube_video DCG6K1onhSo · row DCG6K1onhSo

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I Wanna Sing (Deeptrak Remix)

Listed as Sabrina Johnston – I Wanna Sing (Deeptrak Remix) (I Wanna Sing (Deeptrak Remix)) · Watch on YouTube

youtube_video DDjuh5ZWD38 · row DDjuh5ZWD38

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Peace

Listed as Sabrina Johnston – Peace (Peace ( in the Valley ) Deluxe Edition) · Watch on YouTube

youtube_video FYeRBNNFze8 · row FYeRBNNFze8

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Friendship

Listed as Sabrina Johnston – Friendship (Friendship) · Watch on YouTube

youtube_video JEFqIZqrnV0 · row JEFqIZqrnV0

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Satisfy My Love (Johnny Boy's Monday Full-On)

Listed as Sabrina Johnston – Satisfy My Love (Johnny Boy's Monday Full-On) (Satisfy My Love) · Watch on YouTube

youtube_video KtvEzm7WG_E · row KtvEzm7WG_E

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Peace (Denzal Park Mix)

Listed as Sabrina Johnston – Peace (Denzal Park Mix) (Peace (In The Valley)) · Watch on YouTube

youtube_video LSbRbQt_buU · row LSbRbQt_buU

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I Wanna Sing

Listed as Sabrina Johnston – I Wanna Sing (I Wanna Sing) · Watch on YouTube

youtube_video NCAWvTRzO0g · row NCAWvTRzO0g

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What Hope Have I (Groovecutter Mix)

Listed as Sabrina Johnston – What Hope Have I (Groovecutter Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video ND2Sd7-KHS8 · row ND2Sd7-KHS8

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Satisfy My Love (House Factor Mix)

Listed as Sabrina Johnston – Satisfy My Love (House Factor Mix) (Satisfy My Love) · Watch on YouTube

youtube_video NTxIJytgs5Y · row NTxIJytgs5Y

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Peace (Midnight Express Classic Gold Mix)

Listed as Sabrina Johnston – Peace (Midnight Express Classic Gold Mix) (Peace (In The Valley)) · Watch on YouTube

youtube_video OkSUUCXLbh4 · row OkSUUCXLbh4

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Peace

Listed as Sabrina Johnston – Peace (Peace ( in the Valley ) Deluxe Edition) · Watch on YouTube

youtube_video OvvydMJ92bY · row OvvydMJ92bY

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Shine (Femi Fasehun Mix)

Listed as Sabrina Johnston – Shine (Femi Fasehun Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video P8R90wBVw4U · row P8R90wBVw4U

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Natural Living

Listed as Sabrina Johnston – Natural Living (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video Q-ClVH4mcrw · row Q-ClVH4mcrw

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Don't Keep Me Waiting (Tia Monae)

Listed as Sabrina Johnston – Don't Keep Me Waiting (Tia Monae) (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video Qi-dR-DLaZE · row Qi-dR-DLaZE

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Peace (In the Valley) [A Capella Version]

Listed as Sabrina Johnston – Peace (In the Valley) [A Capella Version] (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video QxDL3I-jkcg · row QxDL3I-jkcg

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Only (feat. Chuma)

Listed as Krewkut – Only (feat. Chuma) (Only) · Watch on YouTube

youtube_video RwluiGMhers · row RwluiGMhers

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Peace in the Valley (2017 Mix)

Listed as Sabrina Johnston – Peace in the Valley (2017 Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video SPU9ZuiTaGQ · row SPU9ZuiTaGQ

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Changanya (feat. Chief Music)

Listed as Krewkut – Changanya (feat. Chief Music) (Changanya) · Watch on YouTube

youtube_video Sai7_M9DePo · row Sai7_M9DePo

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Free Gay & Happy (T-Empos Free at Last Mix)

Listed as Sabrina Johnston – Free Gay & Happy (T-Empos Free at Last Mix) (Free Gay & Happy (Remixed Remade Remodeled)) · Watch on YouTube

youtube_video Ss7PKRX8PEc · row Ss7PKRX8PEc

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Tonight (Junior Vasquez Mix)

Listed as Sabrina Johnston – Tonight (Junior Vasquez Mix) (La Diva) · Watch on YouTube

youtube_video T2_Wp0QTLnA · row T2_Wp0QTLnA

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I Wanna Sing

Listed as Sabrina Johnston – I Wanna Sing (I Wanna Sing) · Watch on YouTube

youtube_video T5fu7ol4Y3Q · row T5fu7ol4Y3Q

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Satisfy My Love (Johan S Dub)

Listed as Sabrina Johnston – Satisfy My Love (Johan S Dub) (Satisfy My Love) · Watch on YouTube

youtube_video UjHPPvRdEeI · row UjHPPvRdEeI

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Peace (Original Edit Version)

Listed as Sabrina Johnston – Peace (Original Edit Version) (Peace (In The Valley)) · Watch on YouTube

youtube_video XY9yuaUBL2w · row XY9yuaUBL2w

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Reasons

Listed as Sabrina Johnston – Reasons (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video ZPai0f10-8c · row ZPai0f10-8c

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(Play) House Music

Listed as Sabrina Johnston – (Play) House Music (The Singles: 1980-1995, Vol. 1) · Watch on YouTube

youtube_video Z_jDsvS4BC0 · row Z_jDsvS4BC0

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Party Train (Club Mix)

Listed as Midnight Express & Sabrina Johnston, Sabrina Johnston – Party Train (Club Mix) (House Grooves - House Express Special Edition (Tracks Selected by Ambient P)) · Watch on YouTube

youtube_video _Cmzp4LzMfs · row _Cmzp4LzMfs

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Peace

Listed as Sabrina Johnston – Peace (Peace ( in the Valley ) Deluxe Edition) · Watch on YouTube

youtube_video _J8KpfSeyCk · row _J8KpfSeyCk

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Peace

Listed as Sabrina Johnston – Peace (Peace ( in the Valley ) Deluxe Edition) · Watch on YouTube

youtube_video cGXEVU260rs · row cGXEVU260rs

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Throw Your Hands up In the Air

Listed as Yuichi Inoue, Sabrina Johnston – Throw Your Hands up In the Air (Throw Your Hands up In the Air) · Watch on YouTube

youtube_video cz41A-jS2os · row cz41A-jS2os

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The One (Ladies on Mars Extended Remix) (feat. Lisa Micheal Peeler)

Listed as Krewkut – The One (Ladies on Mars Extended Remix) (feat. Lisa Micheal Peeler) (The One (Ladies on Mars Extended Remix)) · Watch on YouTube

youtube_video h8ZAwO2ByUw · row h8ZAwO2ByUw

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Free Gay & Happy (Homoerotic Dub)

Listed as Sabrina Johnston – Free Gay & Happy (Homoerotic Dub) (Free Gay & Happy (Remixed Remade Remodeled)) · Watch on YouTube

youtube_video hmnoy7Y9zPg · row hmnoy7Y9zPg

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Peace (Jerome Farley Floor One Dub Remix)

Listed as Sabrina Johnston – Peace (Jerome Farley Floor One Dub Remix) (Peace (In The Valley)) · Watch on YouTube

youtube_video kA2SsXpvq2o · row kA2SsXpvq2o

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Satisfy My Love (Tiefschwartz Is Satisfied Mix)

Listed as Sabrina Johnston – Satisfy My Love (Tiefschwartz Is Satisfied Mix) (Satisfy My Love) · Watch on YouTube

youtube_video laXegxCIrAw · row laXegxCIrAw

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Hard Times (Rimbaud Vocal Mix)

Listed as Sabrina Johnston – Hard Times (Rimbaud Vocal Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video pMPHz6CpKdU · row pMPHz6CpKdU

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Free Gay & Happy (Deep Throat Mix)

Listed as Sabrina Johnston – Free Gay & Happy (Deep Throat Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video pbqRPgNOJKE · row pbqRPgNOJKE

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Satisfy My Love (Johan S Mix)

Listed as Sabrina Johnston – Satisfy My Love (Johan S Mix) (Satisfy My Love) · Watch on YouTube

youtube_video qUABHhn0TFA · row qUABHhn0TFA

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I Wanna Sing

Listed as Sabrina Johnston – I Wanna Sing (I Wanna Sing) · Watch on YouTube

youtube_video qUHO7YhIQNw · row qUHO7YhIQNw

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Peace

Listed as Sabrina Johnston – Peace (Peace ( in the Valley ) Deluxe Edition) · Watch on YouTube

youtube_video qrxhpW_ZC3Y · row qrxhpW_ZC3Y

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Forever (M-Phasis Mix)

Listed as Sabrina Johnston – Forever (M-Phasis Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video uH0j_pkuwO8 · row uH0j_pkuwO8

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I Wanna Sing

Listed as Sabrina Johnston – I Wanna Sing (I Wanna Sing) · Watch on YouTube

youtube_video uN070Wmvlv0 · row uN070Wmvlv0

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What Hope Have I (Junior Vasquez Sound Factory Mix)

Listed as Sabrina Johnston – What Hope Have I (Junior Vasquez Sound Factory Mix) (Anthems of the Dance Floor) · Watch on YouTube

youtube_video v-9MFR7Jujk · row v-9MFR7Jujk

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Throw Your Hands up In the Air (Jamie Lewis Re-Styled Purple Mix)

Listed as Yuichi Inoue, Sabrina Johnston – Throw Your Hands up In the Air (Jamie Lewis Re-Styled Purple Mix) (Throw Your Hands up In the Air) · Watch on YouTube

youtube_video w27o5_MH8uk · row w27o5_MH8uk

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On The Radio (House Bros Dub Mix)

Listed as Steve Gregory, Sabrina Johnston – On The Radio (House Bros Dub Mix) (On The Radio (House Bros Mixes)) · Watch on YouTube

youtube_video zY_vQ9Z9SOU · row zY_vQ9Z9SOU

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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?