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
Artist Deborah on YouTube Music
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
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Listed as Deborah Fraser – Ngiphe Baba (Ngikuxolele) · Watch on YouTube
youtube_video -E_YjTGRj5w · row -E_YjTGRj5w
LAION-DISCO-12M
Listed as Deborah Fraser – Umthwalo Wezono (Udlalile Ngbantu) · Watch on YouTube
youtube_video 2ZGwqHn_Wns · row 2ZGwqHn_Wns
LAION-DISCO-12M
Listed as Deborah Fraser – Susalo Mthwalo (Isililo) · Watch on YouTube
youtube_video 3hwwaQ_oK28 · row 3hwwaQ_oK28
LAION-DISCO-12M
Listed as Deborah Fraser – Uphi Umhlobo (Born Again) · Watch on YouTube
youtube_video 4W3_P0e4IH0 · row 4W3_P0e4IH0
LAION-DISCO-12M
Listed as Deborah – Wenhlinziyo (Giloria) · Watch on YouTube
youtube_video 5BRn-oQ9bLw · row 5BRn-oQ9bLw
LAION-DISCO-12M
Listed as Deborah Fraser – Sizwile Ukukhala (Udlalile Ngbantu) · Watch on YouTube
youtube_video 9Abn38G2Kz8 · row 9Abn38G2Kz8
LAION-DISCO-12M
Listed as Deborah – Abanye Bayombona (Abanye Bayombona) · Watch on YouTube
youtube_video DOTsDrKXaL4 · row DOTsDrKXaL4
LAION-DISCO-12M
Listed as Deborah – Ngonile (Giloria) · Watch on YouTube
youtube_video Dm9655nmWsQ · row Dm9655nmWsQ
LAION-DISCO-12M
Listed as Deborah – Rea Ho Boka (Giloria) · Watch on YouTube
youtube_video EzTYQ8P8Yyc · row EzTYQ8P8Yyc
LAION-DISCO-12M
Listed as Deborah Fraser – Ndikhokhele (Udlalile Ngbantu) · Watch on YouTube
youtube_video HOSFPsgIIHc · row HOSFPsgIIHc
LAION-DISCO-12M
Listed as Deborah Fraser – Ungikhumbule (Ngikuxolele) · Watch on YouTube
youtube_video IlIGO6ostMA · row IlIGO6ostMA
LAION-DISCO-12M
Listed as Deborah Fraser – Masungulo (Isililo) · Watch on YouTube
youtube_video KXFRPPmkuQ4 · row KXFRPPmkuQ4
LAION-DISCO-12M
Listed as Deborah – Imvuselelo (Abanye Bayombona) · Watch on YouTube
youtube_video KlX_MwnJLPY · row KlX_MwnJLPY
LAION-DISCO-12M
Listed as Deborah Fraser – Khonekhaya (Ngikuxolele) · Watch on YouTube
youtube_video LLzNV93UA_w · row LLzNV93UA_w
LAION-DISCO-12M
Listed as Deborah – Glory Haleluya (Giloria) · Watch on YouTube
youtube_video LiO9eB2SXic · row LiO9eB2SXic
LAION-DISCO-12M
Listed as Deborah Fraser – Wozani (Born Again) · Watch on YouTube
youtube_video MW6i3QMB7eU · row MW6i3QMB7eU
LAION-DISCO-12M
Listed as Deborah Fraser – Mama Wam (Udlalile Ngbantu) · Watch on YouTube
youtube_video RJ4UGJqFaq4 · row RJ4UGJqFaq4
LAION-DISCO-12M
Listed as Deborah – Vukani Bandla Bo (Abanye Bayombona) · Watch on YouTube
youtube_video SqkHdAFIbJ8 · row SqkHdAFIbJ8
LAION-DISCO-12M
Listed as Deborah Fraser – Uma Kungenxa (Choir Mix) (Born Again) · Watch on YouTube
youtube_video UcgNhBrKp2A · row UcgNhBrKp2A
LAION-DISCO-12M
Listed as Deborah Fraser – Ngibe muhle nam' (Umsamariya) · Watch on YouTube
youtube_video WAbIvm_AWGM · row WAbIvm_AWGM
LAION-DISCO-12M
Listed as Deborah Fraser – Mawungangedluli Jesu (Udlalile Ngbantu) · Watch on YouTube
youtube_video XyIyiN2ayCo · row XyIyiN2ayCo
LAION-DISCO-12M
Listed as Deborah Fraser – Ngizohamba Nawe (Udlalile Ngbantu) · Watch on YouTube
youtube_video YOJ1kJQ7Qg4 · row YOJ1kJQ7Qg4
LAION-DISCO-12M
Listed as Deborah Fraser – Mvulel Ihliziyo (Udlalile Ngbantu) · Watch on YouTube
youtube_video _gCv8pEOzzQ · row _gCv8pEOzzQ
LAION-DISCO-12M
Listed as Deborah Fraser – Masimbonge (Udlalile Ngbantu) · Watch on YouTube
youtube_video _nOPt0xDzTA · row _nOPt0xDzTA
LAION-DISCO-12M
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
Listed as Deborah – Uma Kungenxa (Abanye Bayombona) · Watch on YouTube
youtube_video bhEO5j0_h9Y · row bhEO5j0_h9Y
LAION-DISCO-12M
Listed as Deborah Fraser – Akunguwe (Isililo) · Watch on YouTube
youtube_video cC_fiS7Oo2k · row cC_fiS7Oo2k
LAION-DISCO-12M
Listed as Deborah Fraser – Ngikuxolele (Ngikuxolele) · Watch on YouTube
youtube_video cmDtFpGNgCk · row cmDtFpGNgCk
LAION-DISCO-12M
Listed as Deborah Fraser – Ethuneni Lakho (Udlalile Ngbantu) · Watch on YouTube
youtube_video eQ-OcWijFvM · row eQ-OcWijFvM
LAION-DISCO-12M
Listed as Deborah – Khangela Umsindisi (Giloria) · Watch on YouTube
youtube_video fB9-aGUWgq8 · row fB9-aGUWgq8
LAION-DISCO-12M
Listed as Deborah Fraser – Kungenxa Yengani Zam (Udlalile Ngbantu) · Watch on YouTube
youtube_video fmnePC_nMu8 · row fmnePC_nMu8
LAION-DISCO-12M
Listed as Deborah – Dila Nabo Nkosi (Abanye Bayombona) · Watch on YouTube
youtube_video g8M8vdUHKW4 · row g8M8vdUHKW4
LAION-DISCO-12M
Listed as Deborah Fraser – Phomolo Yaka (Born Again) · Watch on YouTube
youtube_video glg4xkwv8vw · row glg4xkwv8vw
LAION-DISCO-12M
Listed as Deborah – Ngeke Ngiyeke Ukuthandaza (Uhambo) · Watch on YouTube
youtube_video gxiOw75fPtQ · row gxiOw75fPtQ
LAION-DISCO-12M
Listed as Deborah Fraser – Bengithi Ngizo Bekezela (Umsamariya) · Watch on YouTube
youtube_video h60AXlbCATM · row h60AXlbCATM
LAION-DISCO-12M
Listed as Deborah Fraser – Mangihamba (Born Again) · Watch on YouTube
youtube_video idCLk4djsRM · row idCLk4djsRM
LAION-DISCO-12M
Listed as Deborah – Nansi Le Nqola (Abanye Bayombona) · Watch on YouTube
youtube_video jwo6NX-bHIY · row jwo6NX-bHIY
LAION-DISCO-12M
Listed as Deborah – Masithandaneni (Giloria) · Watch on YouTube
youtube_video kNcgq-VnYko · row kNcgq-VnYko
LAION-DISCO-12M
Listed as Deborah Fraser – Chinake (Isililo) · Watch on YouTube
youtube_video lJ8q6CYeI4I · row lJ8q6CYeI4I
LAION-DISCO-12M
Listed as Deborah – Umangisuka (Giloria) · Watch on YouTube
youtube_video mHfzm1TDn7Q · row mHfzm1TDn7Q
LAION-DISCO-12M
Listed as Deborah – Hamba we Sathane (Giloria) · Watch on YouTube
youtube_video nptHGNtkZ-A · row nptHGNtkZ-A
LAION-DISCO-12M
Listed as Deborah – Uzophendula (Giloria) · Watch on YouTube
youtube_video o4zkVETf1R8 · row o4zkVETf1R8
LAION-DISCO-12M
Listed as Deborah Fraser – Siyakhala (Isililo) · Watch on YouTube
youtube_video oANalMTklxQ · row oANalMTklxQ
LAION-DISCO-12M
Listed as Deborah Fraser – Akanqotshwa (OkaJehova Akanqotshwa) · Watch on YouTube
youtube_video pRRg8vtJyXs · row pRRg8vtJyXs
LAION-DISCO-12M
Listed as Deborah – Lobuhlungu (Giloria) · Watch on YouTube
youtube_video sOJXlwnSXqQ · row sOJXlwnSXqQ
LAION-DISCO-12M
Listed as Deborah Fraser – Hlomani Izikhali (Born Again) · Watch on YouTube
youtube_video ttaD95egqmU · row ttaD95egqmU
LAION-DISCO-12M
Listed as Deborah – Banenhlanhla (Giloria) · Watch on YouTube
youtube_video ub4ckfUK1Gk · row ub4ckfUK1Gk
LAION-DISCO-12M
Listed as Deborah Fraser – Thapelo (Isililo) · Watch on YouTube
youtube_video uvNFPVM_uXA · row uvNFPVM_uXA
LAION-DISCO-12M
Listed as Deborah Fraser – Nxa Ngimbona (Udlalile Ngbantu) · Watch on YouTube
youtube_video vIcPwK0EXrg · row vIcPwK0EXrg
LAION-DISCO-12M
Listed as Deborah – Ukuthula (Giloria) · Watch on YouTube
youtube_video z7W7BHKQnDc · row z7W7BHKQnDc
LAION-DISCO-12M
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.
3 routes. None is a guarantee.
These pages report where identifiers from public research datasets point. Presence in a dataset is a fact about the dataset, not a claim about the channel or artist, and says nothing about what any company did with the material. If you are this artist and want this page removed, see removals.