Yes. Real Talk has 157 songs listed in a dataset used to train AI music models.

Used for training 157

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 Guadalupe, Smokin' Hot (feat. Fiore Akamono), Take 373 (feat. Boro Boro & LGND)

Listed under the artist name 157 songs in LAION-DISCO-12M

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

Guadalupe

Listed as Chiky Realeza, Akira Beats, Real Talk – Guadalupe (Guadalupe) · Watch on YouTube

youtube_video -dFZfQXyZhY · row -dFZfQXyZhY

LAION-DISCO-12M

Smokin' Hot (feat. Fiore Akamono)

Listed as Real Talk – Smokin' Hot (feat. Fiore Akamono) (Smokin' Hot) · Watch on YouTube

youtube_video 3PfnE1N9Hbk · row 3PfnE1N9Hbk

LAION-DISCO-12M

Take 373 (feat. Boro Boro & LGND)

Listed as Real Talk – Take 373 (feat. Boro Boro & LGND) (3/7 - EP) · Watch on YouTube

youtube_video 8O5moovI5A8 · row 8O5moovI5A8

LAION-DISCO-12M

25K (feat. Yáng)

Listed as Real Talk – 25K (feat. Yáng) (Smokin’ Hot) · Watch on YouTube

youtube_video AFnnFwihXPE · row AFnnFwihXPE

LAION-DISCO-12M

Fake News (feat. Silent Bob & Luciennn)

Listed as Real Talk – Fake News (feat. Silent Bob & Luciennn) (Real Talk Ep. 4/10) · Watch on YouTube

youtube_video AoM_ZxRjbc0 · row AoM_ZxRjbc0

LAION-DISCO-12M

Smokin' Hot (feat. SKT)

Listed as Real Talk – Smokin' Hot (feat. SKT) (Smokin' Hot) · Watch on YouTube

youtube_video B5G9bpV1_tU · row B5G9bpV1_tU

LAION-DISCO-12M

Baller (feat. Side Baby & TwentyTwo)

Listed as Real Talk – Baller (feat. Side Baby & TwentyTwo) (EP 5/12) · Watch on YouTube

youtube_video B8q7wW2cHFY · row B8q7wW2cHFY

LAION-DISCO-12M

Lampo di genio

Listed as SENSEI, Bk Beats, Real Talk – Lampo di genio (STREET 03 - EP) · Watch on YouTube

youtube_video CU-Ac3R_33s · row CU-Ac3R_33s

LAION-DISCO-12M

Babbo (feat. Lokita)

Listed as Real Talk – Babbo (feat. Lokita) (Smokin' Hot) · Watch on YouTube

youtube_video FhzcnSx9JM4 · row FhzcnSx9JM4

LAION-DISCO-12M

ADENSAYA (feat. Ares)

Listed as Real Talk – ADENSAYA (feat. Ares) (MY G) · Watch on YouTube

youtube_video FqgnItbQ5Dc · row FqgnItbQ5Dc

LAION-DISCO-12M

The End

Listed as Real Talk, Axos – The End (Real Talk) · Watch on YouTube

youtube_video FzuZRXhh_ao · row FzuZRXhh_ao

LAION-DISCO-12M

Gabriele Freestyle

Listed as Comagatte, Real Talk – Gabriele Freestyle (Gabriele Freestyle) · Watch on YouTube

youtube_video HHklEeYDT-s · row HHklEeYDT-s

LAION-DISCO-12M

Real Talk Cypher - Liguria (feat. Gorka, Jack Out, Sethu & Jerry Sampi)

Listed as Real Talk – Real Talk Cypher - Liguria (feat. Gorka, Jack Out, Sethu & Jerry Sampi) (Real Talk Cypher - Liguria) · Watch on YouTube

youtube_video K3zajD9rNlE · row K3zajD9rNlE

LAION-DISCO-12M

Take 452 (feat. Mattak & Bosca)

Listed as Real Talk – Take 452 (feat. Mattak & Bosca) (4/5 - EP) · Watch on YouTube

youtube_video LVb8GiLzx-w · row LVb8GiLzx-w

LAION-DISCO-12M

Take 333 (feat. Beba & Bosca)

Listed as Real Talk – Take 333 (feat. Beba & Bosca) (3/3 - EP) · Watch on YouTube

youtube_video LW-1Qzg8vc0 · row LW-1Qzg8vc0

LAION-DISCO-12M

Smokin' Hot (feat. Helena)

Listed as Real Talk – Smokin' Hot (feat. Helena) (Smokin' Hot) · Watch on YouTube

youtube_video MFWgfXXpYK8 · row MFWgfXXpYK8

LAION-DISCO-12M

Real Talk Cypher - Bergamo (feat. Gilles Yahfa, Capebomb, Latif Monet & Piccolo Plug)

Listed as Real Talk – Real Talk Cypher - Bergamo (feat. Gilles Yahfa, Capebomb, Latif Monet & Piccolo Plug) (Real Talk Cypher - Bergamo) · Watch on YouTube

youtube_video Ncd_CICR4Dc · row Ncd_CICR4Dc

LAION-DISCO-12M

Hip Hop Classic Giovane Achille (feat. Gabrix)

Listed as Real Talk – Hip Hop Classic Giovane Achille (feat. Gabrix) (Hip Hop Classic Giovane Achille) · Watch on YouTube

youtube_video PmG7rd-sa7c · row PmG7rd-sa7c

LAION-DISCO-12M

Straniera (feat. Chadia & Milano Mobster)

Listed as Real Talk – Straniera (feat. Chadia & Milano Mobster) (EP 6/2) · Watch on YouTube

youtube_video Pzr9ki7iRK8 · row Pzr9ki7iRK8

LAION-DISCO-12M

Club Pain (feat. Nerissima Serpe & Fritu)

Listed as Real Talk – Club Pain (feat. Nerissima Serpe & Fritu) (EP 5/4) · Watch on YouTube

youtube_video QgfOCS0e7mo · row QgfOCS0e7mo

LAION-DISCO-12M

DRIP A MILANO (feat. Il Ghost & Mark Tembo)

Listed as Real Talk – DRIP A MILANO (feat. Il Ghost & Mark Tembo) (EP 6/1) · Watch on YouTube

youtube_video R4jd8-93UqU · row R4jd8-93UqU

LAION-DISCO-12M

TESTA CALDA

Listed as LB Prada, Real Talk – TESTA CALDA (TESTA CALDA) · Watch on YouTube

youtube_video SLbrw7-WDqE · row SLbrw7-WDqE

LAION-DISCO-12M

O.S.E.T. (Freestyle) (feat. J Lord)

Listed as Real Talk – O.S.E.T. (Freestyle) (feat. J Lord) (O.S.E.T. (Freestyle)) · Watch on YouTube

youtube_video UnnXaDwCRgI · row UnnXaDwCRgI

LAION-DISCO-12M

Real Talk Cypher - Cesena (feat. Fiore Akamono, Brown, Mither & Mellow Keys)

Listed as Real Talk – Real Talk Cypher - Cesena (feat. Fiore Akamono, Brown, Mither & Mellow Keys) (Real Talk Cypher - Cesena) · Watch on YouTube

youtube_video WcR4-ReICxE · row WcR4-ReICxE

LAION-DISCO-12M

RT FREESTYLE (feat. Tony Boy & Bosca)

Listed as Real Talk – RT FREESTYLE (feat. Tony Boy & Bosca) (EP 5/6) · Watch on YouTube

youtube_video ZG3ezlDYd7s · row ZG3ezlDYd7s

LAION-DISCO-12M

SANTO (feat. Tony Boy & Swan)

Listed as Real Talk – SANTO (feat. Tony Boy & Swan) (EP 5/6) · Watch on YouTube

youtube_video aokmmgawilA · row aokmmgawilA

LAION-DISCO-12M

Hip Hop Classic (Lambrate2024 freestyle) (feat. Garelli & Tosses)

Listed as Real Talk – Hip Hop Classic (Lambrate2024 freestyle) (feat. Garelli & Tosses) (Hip Hop Classic (Lambrate2024 freestyle)) · Watch on YouTube

youtube_video bVmdQ2IvxJU · row bVmdQ2IvxJU

LAION-DISCO-12M

Threes

Listed as Real Talk, Axos – Threes (Real Talk) · Watch on YouTube

youtube_video hCEPBO8iLnI · row hCEPBO8iLnI

LAION-DISCO-12M

Smokin' Hot (feat. Luciennn)

Listed as Real Talk – Smokin' Hot (feat. Luciennn) (Smokin' Hot) · Watch on YouTube

youtube_video hQc_Ha3DrsY · row hQc_Ha3DrsY

LAION-DISCO-12M

Take 231 (feat. Mostro & TrappTony)

Listed as Real Talk – Take 231 (feat. Mostro & TrappTony) (2/3 - EP) · Watch on YouTube

youtube_video hVJ4ig3j7CQ · row hVJ4ig3j7CQ

LAION-DISCO-12M

Take 332 (feat. Beba & TwentyTwo)

Listed as Real Talk – Take 332 (feat. Beba & TwentyTwo) (3/3 - EP) · Watch on YouTube

youtube_video imtmlWUbdmg · row imtmlWUbdmg

LAION-DISCO-12M

DI PASSAGGIO (feat. 2Rari)

Listed as Real Talk – DI PASSAGGIO (feat. 2Rari) (Smokin' Hot) · Watch on YouTube

youtube_video j6ritWL54Mg · row j6ritWL54Mg

LAION-DISCO-12M

Fishing Machiavelli

Listed as Lanz Khan, Real Talk – Fishing Machiavelli (Fishing Machiavelli) · Watch on YouTube

youtube_video jHCC7XHz1Bk · row jHCC7XHz1Bk

LAION-DISCO-12M

Take 342 (feat. Massimo Pericolo & TwentyTwo)

Listed as Real Talk – Take 342 (feat. Massimo Pericolo & TwentyTwo) (4/2 - EP) · Watch on YouTube

youtube_video kGIaZoZs1F8 · row kGIaZoZs1F8

LAION-DISCO-12M

Take 353 (feat. Leslie & TrappTony)

Listed as Real Talk – Take 353 (feat. Leslie & TrappTony) (5/2 - EP) · Watch on YouTube

youtube_video lCaWeXyPqqg · row lCaWeXyPqqg

LAION-DISCO-12M

Take 2102 (feat. Nayt & Bosca)

Listed as Real Talk – Take 2102 (feat. Nayt & Bosca) (2/10 - EP) · Watch on YouTube

youtube_video mqyyrqbhjNc · row mqyyrqbhjNc

LAION-DISCO-12M

Conquistador (feat. Versvs)

Listed as Real Talk – Conquistador (feat. Versvs) (Smokin' Hot) · Watch on YouTube

youtube_video nNDfKum9CxU · row nNDfKum9CxU

LAION-DISCO-12M

INTERNATIONAL DRILL (feat. Il Ghost, TwentyTwo & Omar)

Listed as Real Talk – INTERNATIONAL DRILL (feat. Il Ghost, TwentyTwo & Omar) (EP 6/1) · Watch on YouTube

youtube_video nUlkzP8olP4 · row nUlkzP8olP4

LAION-DISCO-12M

RAZZISMO (feat. Il Ghost & Ed Mars)

Listed as Real Talk – RAZZISMO (feat. Il Ghost & Ed Mars) (EP 6/1) · Watch on YouTube

youtube_video nshavT7voMA · row nshavT7voMA

LAION-DISCO-12M

Non flexo

Listed as L'Elfo, Real Talk – Non flexo (STREET 04 - EP) · Watch on YouTube

youtube_video q39MrNmoA8I · row q39MrNmoA8I

LAION-DISCO-12M

Smokin' Hot (feat. Mooncler)

Listed as Real Talk – Smokin' Hot (feat. Mooncler) (Smokin' Hot) · Watch on YouTube

youtube_video qJOgR5buuLI · row qJOgR5buuLI

LAION-DISCO-12M

Cassius City (feat. Side Baby & Swan)

Listed as Real Talk – Cassius City (feat. Side Baby & Swan) (EP 5/12) · Watch on YouTube

youtube_video u2cy4pPKAB8 · row u2cy4pPKAB8

LAION-DISCO-12M

No Bad Vibes (feat. Dudu Lame)

Listed as Real Talk – No Bad Vibes (feat. Dudu Lame) (Smokin’ Hot) · Watch on YouTube

youtube_video vYIeps5hUJ8 · row vYIeps5hUJ8

LAION-DISCO-12M

Baby Please

Listed as Adriana, Real Talk – Baby Please (Baby Please) · Watch on YouTube

youtube_video vYRRhfygoFM · row vYRRhfygoFM

LAION-DISCO-12M

Take 2101 (feat. Nayt & TrappTony)

Listed as Real Talk – Take 2101 (feat. Nayt & TrappTony) (2/10 - EP) · Watch on YouTube

youtube_video xIi4irk7YYo · row xIi4irk7YYo

LAION-DISCO-12M

Kilauea

Listed as Real Talk, Axos – Kilauea (Real Talk) · Watch on YouTube

youtube_video xN0QVR-KPTU · row xN0QVR-KPTU

LAION-DISCO-12M

Personal (feat. Silent Bob & TwentyTwo)

Listed as Real Talk – Personal (feat. Silent Bob & TwentyTwo) (Real Talk Ep. 4/10) · Watch on YouTube

youtube_video xSZzQ4AGyqI · row xSZzQ4AGyqI

LAION-DISCO-12M

Take 343 (feat. Massimo Pericolo & LGND)

Listed as Real Talk – Take 343 (feat. Massimo Pericolo & LGND) (4/2 - EP) · Watch on YouTube

youtube_video yMrYn--Qm30 · row yMrYn--Qm30

LAION-DISCO-12M

Take 383 (feat. Giaime & Bosca)

Listed as Real Talk – Take 383 (feat. Giaime & Bosca) (3/8 - EP) · Watch on YouTube

youtube_video zIGVglPWqrQ · row zIGVglPWqrQ

LAION-DISCO-12M

Merce OGK (feat. kange)

Listed as Real Talk – Merce OGK (feat. kange) (MY G - KANGE) · Watch on YouTube

youtube_video zsb928s_TzU · row zsb928s_TzU

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.

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.