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 Ngiphe Baba, Umthwalo Wezono, Susalo Mthwalo

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.

Ngiphe Baba

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

youtube_video -E_YjTGRj5w · row -E_YjTGRj5w

LAION-DISCO-12M

Umthwalo Wezono

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

youtube_video 2ZGwqHn_Wns · row 2ZGwqHn_Wns

LAION-DISCO-12M

Susalo Mthwalo

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

youtube_video 3hwwaQ_oK28 · row 3hwwaQ_oK28

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Uphi Umhlobo

Listed as Deborah Fraser – Uphi Umhlobo (Born Again) · Watch on YouTube

youtube_video 4W3_P0e4IH0 · row 4W3_P0e4IH0

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Wenhlinziyo

Listed as Deborah – Wenhlinziyo (Giloria) · Watch on YouTube

youtube_video 5BRn-oQ9bLw · row 5BRn-oQ9bLw

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Sizwile Ukukhala

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

youtube_video 9Abn38G2Kz8 · row 9Abn38G2Kz8

LAION-DISCO-12M

Abanye Bayombona

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

youtube_video DOTsDrKXaL4 · row DOTsDrKXaL4

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Ngonile

Listed as Deborah – Ngonile (Giloria) · Watch on YouTube

youtube_video Dm9655nmWsQ · row Dm9655nmWsQ

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Rea Ho Boka

Listed as Deborah – Rea Ho Boka (Giloria) · Watch on YouTube

youtube_video EzTYQ8P8Yyc · row EzTYQ8P8Yyc

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Ndikhokhele

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

youtube_video HOSFPsgIIHc · row HOSFPsgIIHc

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Ungikhumbule

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

youtube_video IlIGO6ostMA · row IlIGO6ostMA

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Masungulo

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

youtube_video KXFRPPmkuQ4 · row KXFRPPmkuQ4

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Imvuselelo

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

youtube_video KlX_MwnJLPY · row KlX_MwnJLPY

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Khonekhaya

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

youtube_video LLzNV93UA_w · row LLzNV93UA_w

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Glory Haleluya

Listed as Deborah – Glory Haleluya (Giloria) · Watch on YouTube

youtube_video LiO9eB2SXic · row LiO9eB2SXic

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Wozani

Listed as Deborah Fraser – Wozani (Born Again) · Watch on YouTube

youtube_video MW6i3QMB7eU · row MW6i3QMB7eU

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Mama Wam

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

youtube_video RJ4UGJqFaq4 · row RJ4UGJqFaq4

LAION-DISCO-12M

Vukani Bandla Bo

Listed as Deborah – Vukani Bandla Bo (Abanye Bayombona) · Watch on YouTube

youtube_video SqkHdAFIbJ8 · row SqkHdAFIbJ8

LAION-DISCO-12M

Uma Kungenxa (Choir Mix)

Listed as Deborah Fraser – Uma Kungenxa (Choir Mix) (Born Again) · Watch on YouTube

youtube_video UcgNhBrKp2A · row UcgNhBrKp2A

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Ngibe muhle nam'

Listed as Deborah Fraser – Ngibe muhle nam' (Umsamariya) · Watch on YouTube

youtube_video WAbIvm_AWGM · row WAbIvm_AWGM

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Mawungangedluli Jesu

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

youtube_video XyIyiN2ayCo · row XyIyiN2ayCo

LAION-DISCO-12M

Ngizohamba Nawe

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

youtube_video YOJ1kJQ7Qg4 · row YOJ1kJQ7Qg4

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Mvulel Ihliziyo

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

youtube_video _gCv8pEOzzQ · row _gCv8pEOzzQ

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Masimbonge

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

youtube_video _nOPt0xDzTA · row _nOPt0xDzTA

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Udlalile Ngabantu (Live From Playhouse Theatre, Durban/2009)

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

youtube_video beceMNzAnls · row beceMNzAnls

LAION-DISCO-12M

Uma Kungenxa

Listed as Deborah – Uma Kungenxa (Abanye Bayombona) · Watch on YouTube

youtube_video bhEO5j0_h9Y · row bhEO5j0_h9Y

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Akunguwe

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

youtube_video cC_fiS7Oo2k · row cC_fiS7Oo2k

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Ngikuxolele

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

youtube_video cmDtFpGNgCk · row cmDtFpGNgCk

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Ethuneni Lakho

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

youtube_video eQ-OcWijFvM · row eQ-OcWijFvM

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Khangela Umsindisi

Listed as Deborah – Khangela Umsindisi (Giloria) · Watch on YouTube

youtube_video fB9-aGUWgq8 · row fB9-aGUWgq8

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Kungenxa Yengani Zam

Listed as Deborah Fraser – Kungenxa Yengani Zam (Udlalile Ngbantu) · Watch on YouTube

youtube_video fmnePC_nMu8 · row fmnePC_nMu8

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Dila Nabo Nkosi

Listed as Deborah – Dila Nabo Nkosi (Abanye Bayombona) · Watch on YouTube

youtube_video g8M8vdUHKW4 · row g8M8vdUHKW4

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Phomolo Yaka

Listed as Deborah Fraser – Phomolo Yaka (Born Again) · Watch on YouTube

youtube_video glg4xkwv8vw · row glg4xkwv8vw

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Ngeke Ngiyeke Ukuthandaza

Listed as Deborah – Ngeke Ngiyeke Ukuthandaza (Uhambo) · Watch on YouTube

youtube_video gxiOw75fPtQ · row gxiOw75fPtQ

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Bengithi Ngizo Bekezela

Listed as Deborah Fraser – Bengithi Ngizo Bekezela (Umsamariya) · Watch on YouTube

youtube_video h60AXlbCATM · row h60AXlbCATM

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Mangihamba

Listed as Deborah Fraser – Mangihamba (Born Again) · Watch on YouTube

youtube_video idCLk4djsRM · row idCLk4djsRM

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Nansi Le Nqola

Listed as Deborah – Nansi Le Nqola (Abanye Bayombona) · Watch on YouTube

youtube_video jwo6NX-bHIY · row jwo6NX-bHIY

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Masithandaneni

Listed as Deborah – Masithandaneni (Giloria) · Watch on YouTube

youtube_video kNcgq-VnYko · row kNcgq-VnYko

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Chinake

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

youtube_video lJ8q6CYeI4I · row lJ8q6CYeI4I

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Umangisuka

Listed as Deborah – Umangisuka (Giloria) · Watch on YouTube

youtube_video mHfzm1TDn7Q · row mHfzm1TDn7Q

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Hamba we Sathane

Listed as Deborah – Hamba we Sathane (Giloria) · Watch on YouTube

youtube_video nptHGNtkZ-A · row nptHGNtkZ-A

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Uzophendula

Listed as Deborah – Uzophendula (Giloria) · Watch on YouTube

youtube_video o4zkVETf1R8 · row o4zkVETf1R8

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Siyakhala

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

youtube_video oANalMTklxQ · row oANalMTklxQ

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Akanqotshwa

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

youtube_video pRRg8vtJyXs · row pRRg8vtJyXs

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Lobuhlungu

Listed as Deborah – Lobuhlungu (Giloria) · Watch on YouTube

youtube_video sOJXlwnSXqQ · row sOJXlwnSXqQ

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Hlomani Izikhali

Listed as Deborah Fraser – Hlomani Izikhali (Born Again) · Watch on YouTube

youtube_video ttaD95egqmU · row ttaD95egqmU

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Banenhlanhla

Listed as Deborah – Banenhlanhla (Giloria) · Watch on YouTube

youtube_video ub4ckfUK1Gk · row ub4ckfUK1Gk

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Thapelo

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

youtube_video uvNFPVM_uXA · row uvNFPVM_uXA

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Nxa Ngimbona

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

youtube_video vIcPwK0EXrg · row vIcPwK0EXrg

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Ukuthula

Listed as Deborah – Ukuthula (Giloria) · Watch on YouTube

youtube_video z7W7BHKQnDc · row z7W7BHKQnDc

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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?