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 Be The Glory, Igama LeNkosi, Nkulunkulu Uthando Lwakho (Live From Playhouse Theatre, Durban/2009)

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.

Be The Glory

Listed as Deborah – Be The Glory (Awunasabelo) · Watch on YouTube

youtube_video -JTMeNVLli4 · row -JTMeNVLli4

LAION-DISCO-12M

Igama LeNkosi

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

youtube_video 2Bb671bkUyA · row 2Bb671bkUyA

LAION-DISCO-12M

Nkulunkulu Uthando Lwakho (Live From Playhouse Theatre, Durban/2009)

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

youtube_video 3bXHJbIf-0E · row 3bXHJbIf-0E

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Mmeli Wethu

Listed as Deborah Fraser – Mmeli Wethu (Umqhele) · Watch on YouTube

youtube_video 4wIklVXQWQc · row 4wIklVXQWQc

LAION-DISCO-12M

Unkulunkulu Unamandla

Listed as Deborah – Unkulunkulu Unamandla (Uhambo) · Watch on YouTube

youtube_video 7SCt5vKkJko · row 7SCt5vKkJko

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Vhuxilo

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

youtube_video 7XnFkIM_CVk · row 7XnFkIM_CVk

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Sihamba Ne Qhawe

Listed as Deborah – Sihamba Ne Qhawe (Awunasabelo) · Watch on YouTube

youtube_video D4uI8VP5-Fc · row D4uI8VP5-Fc

LAION-DISCO-12M

Nzulu Yemfihlakalo

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

youtube_video DUdJcpu3rzU · row DUdJcpu3rzU

LAION-DISCO-12M

Yebo Ngisaphila (feat. Sipho Mbele)

Listed as Deborah – Yebo Ngisaphila (feat. Sipho Mbele) (Awunasabelo) · Watch on YouTube

youtube_video E9YvtXUBBbw · row E9YvtXUBBbw

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Ngimalapha

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

youtube_video Fpl6HLZR_3M · row Fpl6HLZR_3M

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uThando

Listed as Deborah – uThando (uThando) · Watch on YouTube

youtube_video IY6qqkrzk3I · row IY6qqkrzk3I

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Umtetendzi Wanguyesu

Listed as Deborah Fraser – Umtetendzi Wanguyesu (Umqhele) · Watch on YouTube

youtube_video JZ3cX0-4czk · row JZ3cX0-4czk

LAION-DISCO-12M

Abanye Bayombona (Live From Playhouse Theatre, Durban/2009)

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

youtube_video Lz_5L84YkMA · row Lz_5L84YkMA

LAION-DISCO-12M

Ndipfano

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

youtube_video MWpG7IqITEM · row MWpG7IqITEM

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Mayibengcwele

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

youtube_video NJg83XFRVbc · row NJg83XFRVbc

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Lalani Ngoxolo (feat. Althanaz Ngoie)

Listed as Deborah – Lalani Ngoxolo (feat. Althanaz Ngoie) (Uhambo) · Watch on YouTube

youtube_video NtQdFSi-fTw · row NtQdFSi-fTw

LAION-DISCO-12M

U Will Never

Listed as Deborah – U Will Never (Awunasabelo) · Watch on YouTube

youtube_video OK6KE-ta8Z4 · row OK6KE-ta8Z4

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Umlahlelani

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

youtube_video PG9T3sr6AU0 · row PG9T3sr6AU0

LAION-DISCO-12M

Jikeleza

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

youtube_video PgGvGkgvKtk · row PgGvGkgvKtk

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Owahlatshwa

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

youtube_video SZ0wmY-w9xk · row SZ0wmY-w9xk

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Sizwile Ukukhala

Listed as Deborah – Sizwile Ukukhala (Awunasabelo) · Watch on YouTube

youtube_video T6Iwwi733Lg · row T6Iwwi733Lg

LAION-DISCO-12M

Hamba We Sathane (Live From Playhouse Theatre, Durban/2009)

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

youtube_video TB07NsZtrdw · row TB07NsZtrdw

LAION-DISCO-12M

Umqhele Wami

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

youtube_video TXDJMQ0GbXw · row TXDJMQ0GbXw

LAION-DISCO-12M

Yeye yu nawe

Listed as Deborah Fraser – Yeye yu nawe (Umsamariya) · Watch on YouTube

youtube_video VOzYNkQeqRw · row VOzYNkQeqRw

LAION-DISCO-12M

Akekho Fana Nawe

Listed as Deborah Fraser, David Masondo – Akekho Fana Nawe (Umqhele) · Watch on YouTube

youtube_video VTzH3m8j3zw · row VTzH3m8j3zw

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Injabulo

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

youtube_video Wce5MNPnzAs · row Wce5MNPnzAs

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Modzimu (feat. Dumisani Khanyile)

Listed as Deborah Fraser – Modzimu (feat. Dumisani Khanyile) (OkaJehova Akanqotshwa) · Watch on YouTube

youtube_video Wv52YwCOMbc · row Wv52YwCOMbc

LAION-DISCO-12M

Ngiyabonga

Listed as Deborah – Ngiyabonga (uThando) · Watch on YouTube

youtube_video YJbZtpfJbJA · row YJbZtpfJbJA

LAION-DISCO-12M

Sthandwa Senhliziyo Yami

Listed as Deborah – Sthandwa Senhliziyo Yami (Uhambo) · Watch on YouTube

youtube_video ZEALoZFoqI8 · row ZEALoZFoqI8

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We Johna

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

youtube_video ZX-zEz5sAE0 · row ZX-zEz5sAE0

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Umoya wam'

Listed as Deborah Fraser – Umoya wam' (Umsamariya) · Watch on YouTube

youtube_video ZrjyFWtHUb8 · row ZrjyFWtHUb8

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Ukukhala Kwam

Listed as Deborah Fraser – Ukukhala Kwam (Umqhele) · Watch on YouTube

youtube_video ai9j7bkLSKk · row ai9j7bkLSKk

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Iskhathi Sam

Listed as Deborah Fraser – Iskhathi Sam (Umqhele) · Watch on YouTube

youtube_video dBvlM_UlflI · row dBvlM_UlflI

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Nicodemus

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

youtube_video eniZYLgMbh4 · row eniZYLgMbh4

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Sithandazela Ukuhlukunyezwa

Listed as Deborah Fraser – Sithandazela Ukuhlukunyezwa (Umqhele) · Watch on YouTube

youtube_video f2_M2j59BcE · row f2_M2j59BcE

LAION-DISCO-12M

Mus' Ung'bambezela

Listed as Deborah Fraser – Mus' Ung'bambezela (OkaJehova Akanqotshwa) · Watch on YouTube

youtube_video f3msGvJd2Fk · row f3msGvJd2Fk

LAION-DISCO-12M

Uyamemeza uJesu

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

youtube_video gsx_C_T8jbk · row gsx_C_T8jbk

LAION-DISCO-12M

O Leseya Laka

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

youtube_video hdhLXYwQBBs · row hdhLXYwQBBs

LAION-DISCO-12M

Konyana

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

youtube_video l2s-rvq9JmU · row l2s-rvq9JmU

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Nkosi Sihlangene

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

youtube_video rxfqgK4KkX4 · row rxfqgK4KkX4

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Yara gbadura

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

youtube_video sdv5F5GTMyQ · row sdv5F5GTMyQ

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Baba Wezingane Zami

Listed as Deborah – Baba Wezingane Zami (uThando) · Watch on YouTube

youtube_video tb0MZckp46Q · row tb0MZckp46Q

LAION-DISCO-12M

Uyingcwele (feat. Mbuzeni)

Listed as Deborah Fraser – Uyingcwele (feat. Mbuzeni) (OkaJehova Akanqotshwa) · Watch on YouTube

youtube_video v5Bmv1vpqDc · row v5Bmv1vpqDc

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Singing Gloria Hallelujah

Listed as Deborah – Singing Gloria Hallelujah (Uhambo) · Watch on YouTube

youtube_video vYG3ndYKZPQ · row vYG3ndYKZPQ

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Kubo Bonke OThixo

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

youtube_video wPVQSbxZwrc · row wPVQSbxZwrc

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Ebenezer

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

youtube_video xX-FRB2vw-k · row xX-FRB2vw-k

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Dula Lenna

Listed as Deborah Fraser – Dula Lenna (Umqhele) · Watch on YouTube

youtube_video y-p-53O66wk · row y-p-53O66wk

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Nkosi Sihlangene

Listed as Deborah – Nkosi Sihlangene (Awunasabelo) · Watch on YouTube

youtube_video yqj3_JDD5z0 · row yqj3_JDD5z0

LAION-DISCO-12M

Simba Wayuda (feat. Althanaz Ngoie)

Listed as Deborah – Simba Wayuda (feat. Althanaz Ngoie) (Uhambo) · Watch on YouTube

youtube_video zJZmYI5sKP4 · row zJZmYI5sKP4

LAION-DISCO-12M

Kuze Kuse

Listed as Deborah – Kuze Kuse (uThando) · Watch on YouTube

youtube_video zhtVWLi1oGE · row zhtVWLi1oGE

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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.

UK, PRS members. Send PRS for Music your report and ask what collective or licensing route covers your works.
- PRS for Music and Artificial Intelligence, Version 1 (October 2025), 2025-10-01
- PRS for Music: AI and music copyright, 2026-09-24
Germany, GEMA members. GEMA won a first-instance ruling against Suno on 31 July 2026 and has a licensing model. Ask how they apply to your repertoire.
- GEMA: Suno AI and OpenAI, GEMA sues for fair compensation, 2025-01-21
- DLA Piper: GEMA v Suno, Munich Regional Court judgment of 31 July 2026, 2026-08-28
- Music Business Worldwide: Germany's GEMA launches AI Charter, 2024-11-05
Signed to Warner, BMG or Believe/TuneCore. Each has an opt-in licensing deal with Suno. Ask your label what opting in or out means for you and whether any settlement money reaches artists.
- Music Business Worldwide: Warner Music Group settles with Suno, 2025-11-25
- Music Ally: Suno signs another music licensing deal, with BMG, 2026-08-12
- Music Business Worldwide: Suno inks global deal with Believe, 2026-09-08

Is this you?

Check another name

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.