YouTrained

Artist Deborah on YouTube Music

Yes. Deborah has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Lekunutung, Ngomthandazo, Noyana

Listed under the artist name 150 songs in LAION-DISCO-12M

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

Lekunutung

Listed as Deborah Fraser – Lekunutung (Udlalile Ngbantu) · Watch on YouTube

youtube_video -4jhh2HJJmM · row -4jhh2HJJmM

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Ngomthandazo

Listed as Deborah Fraser, Phuzekhemisi, Thokozani Langa – Ngomthandazo (Umqhele) · Watch on YouTube

youtube_video 52QlC3c0RK4 · row 52QlC3c0RK4

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Noyana

Listed as Deborah Fraser – Noyana (Isililo) · Watch on YouTube

youtube_video 5exLaAQuqFE · row 5exLaAQuqFE

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Uthume Thina

Listed as Deborah – Uthume Thina (Awunasabelo) · Watch on YouTube

youtube_video 7JR4eHF5PgE · row 7JR4eHF5PgE

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Yehla Moya

Listed as Deborah Fraser – Yehla Moya (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video AKw6tgUKLs0 · row AKw6tgUKLs0

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Kena Morena

Listed as Deborah Fraser – Kena Morena (Ngikuxolele) · Watch on YouTube

youtube_video BF0fuIIRFK8 · row BF0fuIIRFK8

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Sengisaba Nokilala

Listed as Deborah Fraser – Sengisaba Nokilala (Isililo) · Watch on YouTube

youtube_video DLDCwpDbcz4 · row DLDCwpDbcz4

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Amathambo

Listed as Deborah – Amathambo (Awunasabelo) · Watch on YouTube

youtube_video Dil_1cFGe40 · row Dil_1cFGe40

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Baba Hlala Nathi

Listed as Deborah Fraser – Baba Hlala Nathi (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video F6A5JIrLook · row F6A5JIrLook

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Abefundisi aba wrango

Listed as Deborah Fraser – Abefundisi aba wrango (Umsamariya) · Watch on YouTube

youtube_video GG0x1_kH1Y4 · row GG0x1_kH1Y4

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Mawahlangane

Listed as Deborah Fraser – Mawahlangane (Ngikuxolele) · Watch on YouTube

youtube_video GymwLJMNhpc · row GymwLJMNhpc

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Ekhayazulwini

Listed as Deborah Fraser – Ekhayazulwini (Ngikuxolele) · Watch on YouTube

youtube_video IHSN5wZh9Q4 · row IHSN5wZh9Q4

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Bonang suna

Listed as Deborah Fraser – Bonang suna (Umsamariya) · Watch on YouTube

youtube_video JCJfsQOdC4Y · row JCJfsQOdC4Y

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Siyakhothama

Listed as Deborah Fraser – Siyakhothama (OkaJehova Akanqotshwa) · Watch on YouTube

youtube_video JQUeKC7kJPA · row JQUeKC7kJPA

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Mthetheleli

Listed as Deborah – Mthetheleli (Awunasabelo) · Watch on YouTube

youtube_video Lyj3QU49PqU · row Lyj3QU49PqU

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Mele Pelo LeMoya

Listed as Deborah – Mele Pelo LeMoya (Uhambo) · Watch on YouTube

youtube_video M0O9jzCdQMw · row M0O9jzCdQMw

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Ukulibonizulu

Listed as Deborah Fraser – Ukulibonizulu (Ngikuxolele) · Watch on YouTube

youtube_video NHpGaNHgFkc · row NHpGaNHgFkc

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Ngihlanze (feat. Lamlam)

Listed as Deborah Fraser – Ngihlanze (feat. Lamlam) (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video NKZw95AmCno · row NKZw95AmCno

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Vuma

Listed as Deborah Fraser – Vuma (Umsamariya) · Watch on YouTube

youtube_video Nim5SA8HbQM · row Nim5SA8HbQM

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Ilwa Ntombo (feat. Khuzani)

Listed as Deborah Fraser – Ilwa Ntombo (feat. Khuzani) (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video SPfvFRNgIXQ · row SPfvFRNgIXQ

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Enqabeni

Listed as Deborah Fraser – Enqabeni (Ngikuxolele) · Watch on YouTube

youtube_video THCVcnFpq28 · row THCVcnFpq28

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Mthombo Wokuphila

Listed as Deborah – Mthombo Wokuphila (Awunasabelo) · Watch on YouTube

youtube_video VN-6xliC6xg · row VN-6xliC6xg

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Ngixoleleni

Listed as Deborah Fraser – Ngixoleleni (Isililo) · Watch on YouTube

youtube_video WdxTeXbGG3U · row WdxTeXbGG3U

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Ngimtholile Ujesu

Listed as Deborah – Ngimtholile Ujesu (Abanye Bayombona) · Watch on YouTube

youtube_video YzlRZqaS5Vo · row YzlRZqaS5Vo

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Shwele

Listed as Deborah Fraser – Shwele (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video ZKToapGfwz4 · row ZKToapGfwz4

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Madi Akonyana (feat. Bishop Ramela)

Listed as Deborah Fraser – Madi Akonyana (feat. Bishop Ramela) (OkaJehova Akanqotshwa) · Watch on YouTube

youtube_video Zf8EfkXcroo · row Zf8EfkXcroo

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We're Born Again

Listed as Deborah Fraser – We're Born Again (Born Again) · Watch on YouTube

youtube_video _dSmyk46PWc · row _dSmyk46PWc

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Mangingene

Listed as Deborah – Mangingene (Awunasabelo) · Watch on YouTube

youtube_video bR7yeg61Sy4 · row bR7yeg61Sy4

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Ngingowakho

Listed as Deborah – Ngingowakho (Uhambo) · Watch on YouTube

youtube_video bkofeP8UGss · row bkofeP8UGss

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Baba Wethu

Listed as Deborah – Baba Wethu (Giloria) · Watch on YouTube

youtube_video bqRfefLsI1U · row bqRfefLsI1U

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Famba

Listed as Deborah Fraser – Famba (Udlalile Ngbantu) · Watch on YouTube

youtube_video cL646OHrYyw · row cL646OHrYyw

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Yebo ngiyavuma

Listed as Deborah Fraser – Yebo ngiyavuma (Umsamariya) · Watch on YouTube

youtube_video d2_4zOoYP2E · row d2_4zOoYP2E

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Thapelo (Live From Playhouse Theatre, Durban/2009)

Listed as Deborah Fraser – Thapelo (Live From Playhouse Theatre, Durban/2009) (Live) · Watch on YouTube

youtube_video dWlkxbRjVuI · row dWlkxbRjVuI

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Bashona Le

Listed as Deborah Fraser – Bashona Le (Isililo) · Watch on YouTube

youtube_video f6LoHgrYBQA · row f6LoHgrYBQA

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Ngiza Kuwe

Listed as Deborah Fraser – Ngiza Kuwe (Umqhele) · Watch on YouTube

youtube_video fvTLlxGShAo · row fvTLlxGShAo

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Ngophumula Kuwe

Listed as Deborah Fraser – Ngophumula Kuwe (Ngikuxolele) · Watch on YouTube

youtube_video hXUYeBkWakk · row hXUYeBkWakk

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Wangibonis Uthando

Listed as Deborah Fraser – Wangibonis Uthando (Umqhele) · Watch on YouTube

youtube_video ijNZRzlNNgc · row ijNZRzlNNgc

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Mayenzeke Intando

Listed as Deborah Fraser – Mayenzeke Intando (Umqhele) · Watch on YouTube

youtube_video jT88Yxbhs80 · row jT88Yxbhs80

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Oh ndodana

Listed as Deborah Fraser – Oh ndodana (Umsamariya) · Watch on YouTube

youtube_video lBw6UWX7zyI · row lBw6UWX7zyI

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Ngizonqoba

Listed as Deborah Fraser – Ngizonqoba (Umsamariya) · Watch on YouTube

youtube_video me-rYeaduAs · row me-rYeaduAs

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Jehovah Ngiyabonga (feat. Big Zulu)

Listed as Deborah Fraser – Jehovah Ngiyabonga (feat. Big Zulu) (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video oJJgofqGwGw · row oJJgofqGwGw

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Matla Sona

Listed as Deborah Fraser – Matla Sona (Jehovah Ngiyabonga) · Watch on YouTube

youtube_video ojfxEXVK4T8 · row ojfxEXVK4T8

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Ngobe Ngikuphi

Listed as Deborah – Ngobe Ngikuphi (Awunasabelo) · Watch on YouTube

youtube_video q8VgqZGaWk4 · row q8VgqZGaWk4

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Forever In My Heart

Listed as Deborah Fraser – Forever In My Heart (Born Again) · Watch on YouTube

youtube_video r-CnXAmg6Co · row r-CnXAmg6Co

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Nyathela Ngamandla

Listed as Deborah Fraser – Nyathela Ngamandla (Ngikuxolele) · Watch on YouTube

youtube_video rtEWDHBJRGg · row rtEWDHBJRGg

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Njenge Nhlukwano

Listed as Deborah Fraser – Njenge Nhlukwano (Umqhele) · Watch on YouTube

youtube_video sNbCW8YV8Bc · row sNbCW8YV8Bc

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Kuyadabukisa

Listed as Deborah Fraser – Kuyadabukisa (Isililo) · Watch on YouTube

youtube_video t6ia0htt3Jg · row t6ia0htt3Jg

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Lala ngoxolo mama wami

Listed as Deborah Fraser – Lala ngoxolo mama wami (Umsamariya) · Watch on YouTube

youtube_video vAyOwe0NEx8 · row vAyOwe0NEx8

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Lukhangela Kuwe

Listed as Deborah Fraser – Lukhangela Kuwe (Ngikuxolele) · Watch on YouTube

youtube_video w2PfDKcAthI · row w2PfDKcAthI

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Basheshe Bahleke

Listed as Deborah Fraser – Basheshe Bahleke (Basheshe Bahleke) · Watch on YouTube

youtube_video xCorvF5sxOg · row xCorvF5sxOg

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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?