YouTrained

Artist Sam Mangwana on YouTube Music

Yes. Sam Mangwana has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 Fati Mata, Galo Negro, Felicite

Listed under the artist name 153 songs in LAION-DISCO-12M

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

Fati Mata

Listed as Sam Mangwana – Fati Mata (Rumba Music) · Watch on YouTube

youtube_video 1-HOy5-VRDg · row 1-HOy5-VRDg

LAION-DISCO-12M

Galo Negro

Listed as Sam Mangwana – Galo Negro (Mangwana (Cantos de Esperança)) · Watch on YouTube

youtube_video 1hZgciov7-4 · row 1hZgciov7-4

LAION-DISCO-12M

Felicite

Listed as Sam Mangwana – Felicite (Lubamba) · Watch on YouTube

youtube_video 4RP8_p1rKbM · row 4RP8_p1rKbM

LAION-DISCO-12M

Zewa Idée (feat. L'African All Stars)

Listed as Sam Mangwana – Zewa Idée (feat. L'African All Stars) (Georgette Eckins) · Watch on YouTube

youtube_video 62FsXGnK1FI · row 62FsXGnK1FI

LAION-DISCO-12M

Maria Tebbo

Listed as Sam Mangwana – Maria Tebbo (Maria Tebbo) · Watch on YouTube

youtube_video 6XrEtX5KN1c · row 6XrEtX5KN1c

LAION-DISCO-12M

Tangela Ngai Mboka Bakabaka

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Tangela Ngai Mboka Bakabaka (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video 794Dq_QLuC8 · row 794Dq_QLuC8

LAION-DISCO-12M

Lokosso Ya Nzombo

Listed as Sam Mangwana – Lokosso Ya Nzombo (Lubamba) · Watch on YouTube

youtube_video 79hRLc4Sogc · row 79hRLc4Sogc

LAION-DISCO-12M

Les champions (feat. African All Stars)

Listed as Sam Mangwana – Les champions (feat. African All Stars) (Georgette Eckins) · Watch on YouTube

youtube_video AT9lkuEUYsg · row AT9lkuEUYsg

LAION-DISCO-12M

Les rumeurs

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Les rumeurs (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video C74xHhr0Wfc · row C74xHhr0Wfc

LAION-DISCO-12M

Matata Ya Mwasi Na Mobali Esilaka Te

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Matata Ya Mwasi Na Mobali Esilaka Te (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video CJ19OzE8k7o · row CJ19OzE8k7o

LAION-DISCO-12M

Nzuzi

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Nzuzi (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video CcnswngmoTg · row CcnswngmoTg

LAION-DISCO-12M

Souzana

Listed as Sam Mangwana – Souzana (Patria Querida) · Watch on YouTube

youtube_video CpcYS81TxZM · row CpcYS81TxZM

LAION-DISCO-12M

Zela Ngai Nasala (feat. L'African All Stars)

Listed as Sam Mangwana – Zela Ngai Nasala (feat. L'African All Stars) (Georgette Eckins) · Watch on YouTube

youtube_video E4mVxXFkXHg · row E4mVxXFkXHg

LAION-DISCO-12M

Toyeba Yo

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Toyeba Yo (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video GAuYvjusHLk · row GAuYvjusHLk

LAION-DISCO-12M

Nakoma Mbanda Ya Mama Ya Mobali Na Nga

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Nakoma Mbanda Ya Mama Ya Mobali Na Nga (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video MtX1Bg84axU · row MtX1Bg84axU

LAION-DISCO-12M

Chérie B.B

Listed as Sam Mangwana, Franco, Le TP OK Jazz – Chérie B.B (For Ever) · Watch on YouTube

youtube_video MwRDnrl08T4 · row MwRDnrl08T4

LAION-DISCO-12M

Bana ba Cameroun

Listed as Sam Mangwana – Bana ba Cameroun (Maria Tebbo) · Watch on YouTube

youtube_video N9WsypnfNqM · row N9WsypnfNqM

LAION-DISCO-12M

Toujours ok

Listed as Sam Mangwana, Franco, Le TP OK Jazz – Toujours ok (For Ever) · Watch on YouTube

youtube_video NWFNL2W5esk · row NWFNL2W5esk

LAION-DISCO-12M

Assitu (complète originale)

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Assitu (complète originale) (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video OJqOGR2JUls · row OJqOGR2JUls

LAION-DISCO-12M

Ibrahim

Listed as Sam Mangwana – Ibrahim (Sam Mangwana Sings Dino Vangu) · Watch on YouTube

youtube_video Ps01XzaWQXI · row Ps01XzaWQXI

LAION-DISCO-12M

Femmes Africaines

Listed as Sam Mangwana – Femmes Africaines (Sam Mangwana Sings Dino Vangu) · Watch on YouTube

youtube_video QRVhCN4xT0Y · row QRVhCN4xT0Y

LAION-DISCO-12M

Laissez-nous tranquille

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Laissez-nous tranquille (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video SnmhCwAkp7Q · row SnmhCwAkp7Q

LAION-DISCO-12M

Souzana Koulibali (Paris recording)

Listed as Sam Mangwana – Souzana Koulibali (Paris recording) (Georgette Eckin's) · Watch on YouTube

youtube_video TN53lLB8HzM · row TN53lLB8HzM

LAION-DISCO-12M

Alimatou

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Alimatou (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video UZSwgsk4fpM · row UZSwgsk4fpM

LAION-DISCO-12M

Où est le serieux?

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Où est le serieux? (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video UfFZTMgmm2E · row UfFZTMgmm2E

LAION-DISCO-12M

Coopération (feat. L'orchestre T.P. OK Jazz)

Listed as Franco, Sam Mangwana – Coopération (feat. L'orchestre T.P. OK Jazz) (Coopération) · Watch on YouTube

youtube_video Uw5QuA5w0HE · row Uw5QuA5w0HE

LAION-DISCO-12M

Matata Ya Mwasi Na Mobali Esilaka Te (feat. L'orchestre T.P. OK Jazz)

Listed as Franco, Sam Mangwana – Matata Ya Mwasi Na Mobali Esilaka Te (feat. L'orchestre T.P. OK Jazz) (Coopération) · Watch on YouTube

youtube_video Wuo1xrM2GkI · row Wuo1xrM2GkI

LAION-DISCO-12M

Issa

Listed as Lokassa Ya Mbongo and Sam Mangwana – Issa (Bonne Annee) · Watch on YouTube

youtube_video YSnnbtbsPsg · row YSnnbtbsPsg

LAION-DISCO-12M

Suzana Coulibaly (feat. L'African All Stars)

Listed as Sam Mangwana – Suzana Coulibaly (feat. L'African All Stars) (Suzana Coulibaly) · Watch on YouTube

youtube_video bb1KEwBAwo8 · row bb1KEwBAwo8

LAION-DISCO-12M

Bowane choc

Listed as Sam Mangwana, Franco, Le TP OK Jazz – Bowane choc (For Ever) · Watch on YouTube

youtube_video c8FhOYSobKY · row c8FhOYSobKY

LAION-DISCO-12M

Liwa ya niekesse

Listed as Sam Mangwana – Liwa ya niekesse (Consommez local) · Watch on YouTube

youtube_video cMSmfyVXRgs · row cMSmfyVXRgs

LAION-DISCO-12M

Lubamba

Listed as Sam Mangwana – Lubamba (Lubamba) · Watch on YouTube

youtube_video csX2UAQz4PY · row csX2UAQz4PY

LAION-DISCO-12M

Waka Waka

Listed as Sam Mangwana – Waka Waka (Waka Waka) · Watch on YouTube

youtube_video d5OSCRzMqmI · row d5OSCRzMqmI

LAION-DISCO-12M

Furaha Ya Bibi

Listed as Sam Mangwana – Furaha Ya Bibi (Sam Mangwana in Nairobi) · Watch on YouTube

youtube_video dojfW6XzJcs · row dojfW6XzJcs

LAION-DISCO-12M

Zala Sportif

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Zala Sportif (The Very Best of Franco & Sam Mangwana Vol. 2: Coopération) · Watch on YouTube

youtube_video f3r-D-pLBnE · row f3r-D-pLBnE

LAION-DISCO-12M

Transberos

Listed as Sam Mangwana – Transberos (For Ever) · Watch on YouTube

youtube_video fVmarO9ez2c · row fVmarO9ez2c

LAION-DISCO-12M

Toyeba To

Listed as Franco, Sam Mangwana – Toyeba To (Tobeya To) · Watch on YouTube

youtube_video fZ-FE-RuvrQ · row fZ-FE-RuvrQ

LAION-DISCO-12M

Patria Querida

Listed as Sam Mangwana – Patria Querida (Patria Querida) · Watch on YouTube

youtube_video gfU4SqldTs0 · row gfU4SqldTs0

LAION-DISCO-12M

Lugha Ya Mapenzi

Listed as Sam Mangwana – Lugha Ya Mapenzi (Sam Mangwana in Nairobi) · Watch on YouTube

youtube_video gnONTzd4gjE · row gnONTzd4gjE

LAION-DISCO-12M

Aladji

Listed as Sam Mangwana – Aladji (For Ever) · Watch on YouTube

youtube_video gvOieCIVmdw · row gvOieCIVmdw

LAION-DISCO-12M

Nokoma Mbanda Ya Mama Ya Mobali Na Nga (feat. L'orchestre T.P. OK Jazz)

Listed as Franco, Sam Mangwana – Nokoma Mbanda Ya Mama Ya Mobali Na Nga (feat. L'orchestre T.P. OK Jazz) (Coopération) · Watch on YouTube

youtube_video hvBm28wcavs · row hvBm28wcavs

LAION-DISCO-12M

Antonio

Listed as Sam Mangwana – Antonio (Aladji) · Watch on YouTube

youtube_video iw9NxUFEtf8 · row iw9NxUFEtf8

LAION-DISCO-12M

Galo negro

Listed as Sam Mangwana, Nedule Montswet aka Papa Noel – Galo negro (Africa) · Watch on YouTube

youtube_video izbaVm5oHVk · row izbaVm5oHVk

LAION-DISCO-12M

Laissez-Nous Tranquilles (feat. L'orchestre T.P. OK Jazz)

Listed as Franco, Sam Mangwana – Laissez-Nous Tranquilles (feat. L'orchestre T.P. OK Jazz) (Coopération) · Watch on YouTube

youtube_video mzOVucHbgxM · row mzOVucHbgxM

LAION-DISCO-12M

Toboyi te

Listed as Sam Mangwana – Toboyi te (Les Chiens Aboient, La Caravane Passe.) · Watch on YouTube

youtube_video p2dcNtDqSY8 · row p2dcNtDqSY8

LAION-DISCO-12M

Makengo (feat. African All Stars)

Listed as Sam Mangwana – Makengo (feat. African All Stars) (Georgette Eckins) · Watch on YouTube

youtube_video qrY3K2nOOTk · row qrY3K2nOOTk

LAION-DISCO-12M

Procès

Listed as Sam Mangwana, Franco, Le TP OK Jazz – Procès (For Ever) · Watch on YouTube

youtube_video vwuPO_hFEbA · row vwuPO_hFEbA

LAION-DISCO-12M

Toyeba Yo (feat. L'orchestre T.P. OK Jazz)

Listed as Franco, Sam Mangwana – Toyeba Yo (feat. L'orchestre T.P. OK Jazz) (Coopération) · Watch on YouTube

youtube_video wV09BeL7s8c · row wV09BeL7s8c

LAION-DISCO-12M

Bamasta Bonane

Listed as Franco Luambo, Sam Mangwana, TPOK Jazz – Bamasta Bonane (The Very Best of Franco & Sam Mangwana Vol. 1: Où Est Le Serieux?) · Watch on YouTube

youtube_video zjiwd2WJ15o · row zjiwd2WJ15o

LAION-DISCO-12M

Kabibi

Listed as Sam Mangwana – Kabibi (Aladji) · Watch on YouTube

youtube_video zzw7Z7cns7M · row zzw7Z7cns7M

LAION-DISCO-12M

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?