Yes. Lack Of Afro has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Freedom (feat. Jack Tyson-Charles), Rhythm Come Forward, Getting Kinda Boring (Bonus Track)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Freedom (feat. Jack Tyson-Charles)

Listed as Lack of Afro – Freedom (feat. Jack Tyson-Charles) (Music for Adverts) · Watch on YouTube

youtube_video 00qpaqdJ1s4 · row 00qpaqdJ1s4

LAION-DISCO-12M

Rhythm Come Forward

Listed as Lack Of Afro – Rhythm Come Forward (My Groove Your Move (Bonus Version)) · Watch on YouTube

youtube_video 5Q_0GRC-cXc · row 5Q_0GRC-cXc

LAION-DISCO-12M

Getting Kinda Boring (Bonus Track)

Listed as Lack Of Afro – Getting Kinda Boring (Bonus Track) (My Groove Your Move (Bonus Version)) · Watch on YouTube

youtube_video 5bxfc3ET9i4 · row 5bxfc3ET9i4

LAION-DISCO-12M

Together at Last

Listed as Lack Of Afro – Together at Last (My Groove Your Move (Bonus Version)) · Watch on YouTube

youtube_video 5e5US7j6asI · row 5e5US7j6asI

LAION-DISCO-12M

Pure Filth

Listed as Lack of Afro – Pure Filth (Press On) · Watch on YouTube

youtube_video 8OBMZVBg7ao · row 8OBMZVBg7ao

LAION-DISCO-12M

Wide Open

Listed as Lack of Afro – Wide Open (Wide Open) · Watch on YouTube

youtube_video 92kdXdbaZc8 · row 92kdXdbaZc8

LAION-DISCO-12M

P.A.R.T.Y. (feat. Wax & Herbal T)

Listed as Lack of Afro – P.A.R.T.Y. (feat. Wax & Herbal T) (This Time) · Watch on YouTube

youtube_video A2ydSkVcr3s · row A2ydSkVcr3s

LAION-DISCO-12M

Alarm Clock

Listed as Lack of Afro, Herbal T, The Damn Straights – Alarm Clock (The Damn Straights) · Watch on YouTube

youtube_video A3HUapfZUYE · row A3HUapfZUYE

LAION-DISCO-12M

Roderigo

Listed as Lack of Afro – Roderigo (Roderigo) · Watch on YouTube

youtube_video Bvk0TtwDXbw · row Bvk0TtwDXbw

LAION-DISCO-12M

Special Baby

Listed as Lack Of Afro – Special Baby (My Groove Your Move (Bonus Version)) · Watch on YouTube

youtube_video D-tVC3-7yFo · row D-tVC3-7yFo

LAION-DISCO-12M

Take You Home (feat. Joss Stone)

Listed as Lack of Afro – Take You Home (feat. Joss Stone) (Hello Baby) · Watch on YouTube

youtube_video EP5ozmFfDJA · row EP5ozmFfDJA

LAION-DISCO-12M

Walk in the Sun (feat. Professor Elemental)

Listed as Lack of Afro – Walk in the Sun (feat. Professor Elemental) (Hello Baby) · Watch on YouTube

youtube_video FuAidJXo9_w · row FuAidJXo9_w

LAION-DISCO-12M

Brown Sugar (feat. Herbal T)

Listed as Lack of Afro – Brown Sugar (feat. Herbal T) (Music for Adverts) · Watch on YouTube

youtube_video HvvC1qeGP8M · row HvvC1qeGP8M

LAION-DISCO-12M

Ride (feat. Wax & Herbal T)

Listed as Lack of Afro – Ride (feat. Wax & Herbal T) (Back in Business) · Watch on YouTube

youtube_video LIm57tjyWyo · row LIm57tjyWyo

LAION-DISCO-12M

Never Get Enough

Listed as Lack of Afro, Herbal T, The Damn Straights – Never Get Enough (The Damn Straights) · Watch on YouTube

youtube_video LpYLh5FnPbM · row LpYLh5FnPbM

LAION-DISCO-12M

Freedom (feat. Jack Tyson-Charles)

Listed as Lack of Afro – Freedom (feat. Jack Tyson-Charles) (Freedom) · Watch on YouTube

youtube_video Msw_H3kvn4Y · row Msw_H3kvn4Y

LAION-DISCO-12M

Baby Be Mine (feat. Juliette Ashby)

Listed as Lack of Afro – Baby Be Mine (feat. Juliette Ashby) (Jack of All Trades) · Watch on YouTube

youtube_video PlW-a8ZE1bE · row PlW-a8ZE1bE

LAION-DISCO-12M

Go Free

Listed as Lack of Afro – Go Free (Square One) · Watch on YouTube

youtube_video QH36A4LA4eo · row QH36A4LA4eo

LAION-DISCO-12M

You Could Do Better (feat. Camila Recchio & Wax)

Listed as Lack of Afro – You Could Do Better (feat. Camila Recchio & Wax) (I'm Here Now) · Watch on YouTube

youtube_video SYzI4HMFIjo · row SYzI4HMFIjo

LAION-DISCO-12M

Back to the Day (feat. Elliott Cole)

Listed as Lack of Afro – Back to the Day (feat. Elliott Cole) (Back to the Day) · Watch on YouTube

youtube_video TEX5Lqf9gAU · row TEX5Lqf9gAU

LAION-DISCO-12M

Take It up a Notch (feat. Herbal T & Wax)

Listed as Lack of Afro – Take It up a Notch (feat. Herbal T & Wax) (Back to the Day) · Watch on YouTube

youtube_video TJ2c5CsgSe0 · row TJ2c5CsgSe0

LAION-DISCO-12M

PARTY [Ofenbach vs. Lack Of Afro] (feat. Herbal T & Wax)

Listed as Lack Of Afro, Ofenbach – PARTY [Ofenbach vs. Lack Of Afro] (feat. Herbal T & Wax) (PARTY [Ofenbach vs. Lack Of Afro]) · Watch on YouTube

youtube_video TJPu-wsqA3w · row TJPu-wsqA3w

LAION-DISCO-12M

When the Sun Goes Down

Listed as Lack of Afro – When the Sun Goes Down (Press On) · Watch on YouTube

youtube_video TMp9vII6Vd8 · row TMp9vII6Vd8

LAION-DISCO-12M

Rusty

Listed as Lack of Afro – Rusty (Press On) · Watch on YouTube

youtube_video U3v4kVS37aE · row U3v4kVS37aE

LAION-DISCO-12M

Mongrel Strut

Listed as Lack of Afro – Mongrel Strut (Press On) · Watch on YouTube

youtube_video XnROfdIZRIU · row XnROfdIZRIU

LAION-DISCO-12M

Closer to Me (feat. Roxie Ray)

Listed as Lack Of Afro – Closer to Me (feat. Roxie Ray) (International) · Watch on YouTube

youtube_video YVhgXJy3Fr0 · row YVhgXJy3Fr0

LAION-DISCO-12M

One for the Trouble

Listed as Lack of Afro – One for the Trouble (Music for Adverts) · Watch on YouTube

youtube_video aCG-SNsMHKg · row aCG-SNsMHKg

LAION-DISCO-12M

Live at the Club

Listed as Lack of Afro – Live at the Club (Press On) · Watch on YouTube

youtube_video c4huDtnQhjc · row c4huDtnQhjc

LAION-DISCO-12M

All Night (feat. Jack Tyson Charles)

Listed as Lack of Afro – All Night (feat. Jack Tyson Charles) (All Night) · Watch on YouTube

youtube_video cF2n4NBU5Ko · row cF2n4NBU5Ko

LAION-DISCO-12M

The Basis

Listed as Lack Of Afro – The Basis (My Groove Your Move (Bonus Version)) · Watch on YouTube

youtube_video cSUefC_XuGM · row cSUefC_XuGM

LAION-DISCO-12M

A Time For (feat. Wayne Gidden)

Listed as Lack of Afro – A Time For (feat. Wayne Gidden) (A Time For) · Watch on YouTube

youtube_video dL0LE-v6FcE · row dL0LE-v6FcE

LAION-DISCO-12M

For You

Listed as Lack of Afro – For You (Press On) · Watch on YouTube

youtube_video h3M678t6BTA · row h3M678t6BTA

LAION-DISCO-12M

Wait for Me (feat. Mica Millar)

Listed as Lack of Afro – Wait for Me (feat. Mica Millar) (I'm Here Now) · Watch on YouTube

youtube_video h4UU6-T4rPY · row h4UU6-T4rPY

LAION-DISCO-12M

I Got the Rhythm (feat. Elliott Cole)

Listed as Lack of Afro – I Got the Rhythm (feat. Elliott Cole) (I Got the Rhythm / All My Love) · Watch on YouTube

youtube_video hIl_2b1kexM · row hIl_2b1kexM

LAION-DISCO-12M

Missing Me (feat. Jack Tyson-Charles)

Listed as Lack of Afro – Missing Me (feat. Jack Tyson-Charles) (The Craig Charles Funk & Soul Club, Vol. 3) · Watch on YouTube

youtube_video hP54s4GYVbM · row hP54s4GYVbM

LAION-DISCO-12M

He Said/She Said (Lack of Afro Remix)

Listed as Acantha Lang, Lack of Afro – He Said/She Said (Lack of Afro Remix) (He Said/She Said (Lack of Afro Remix)) · Watch on YouTube

youtube_video ksOWKoYY3ik · row ksOWKoYY3ik

LAION-DISCO-12M

The Outsider

Listed as Lack of Afro – The Outsider (Press On) · Watch on YouTube

youtube_video o0ZpmCRNCzs · row o0ZpmCRNCzs

LAION-DISCO-12M

A Time For (feat. Wayne Gidden)

Listed as Lack of Afro – A Time For (feat. Wayne Gidden) (This Time) · Watch on YouTube

youtube_video piKimjJ6udQ · row piKimjJ6udQ

LAION-DISCO-12M

The World's On Fire (Let It Burn)

Listed as The Damn Straights, Lack of Afro, Herbal T – The World's On Fire (Let It Burn) (The World's On Fire (Let It Burn)) · Watch on YouTube

youtube_video qsC4PblKjKQ · row qsC4PblKjKQ

LAION-DISCO-12M

Recipe for Love (feat. Jack Tyson-Charles)

Listed as Lack of Afro – Recipe for Love (feat. Jack Tyson-Charles) (Recipe for Love (feat. Jack Tyson-Charles)) · Watch on YouTube

youtube_video rO6rnq8tN4s · row rO6rnq8tN4s

LAION-DISCO-12M

Loving Arms (feat. Greg Blackman)

Listed as Lack of Afro – Loving Arms (feat. Greg Blackman) (Loving Arms) · Watch on YouTube

youtube_video rT0v3fjreK4 · row rT0v3fjreK4

LAION-DISCO-12M

Back in Business (feat. Herbal T & Wax)

Listed as Lack of Afro – Back in Business (feat. Herbal T & Wax) (Jack of All Trades) · Watch on YouTube

youtube_video svIxCyEjIAs · row svIxCyEjIAs

LAION-DISCO-12M

Only You & Me (feat. Camila Recchio, Alyssa Marie & Wax)

Listed as Lack of Afro – Only You & Me (feat. Camila Recchio, Alyssa Marie & Wax) (Jack of All Trades) · Watch on YouTube

youtube_video tPMJmRF9Bpc · row tPMJmRF9Bpc

LAION-DISCO-12M

Fires Glow (feat. Emma Noble)

Listed as Lack of Afro – Fires Glow (feat. Emma Noble) (Hello Baby) · Watch on YouTube

youtube_video tppnDibWImo · row tppnDibWImo

LAION-DISCO-12M

The Outsider, Pt. 2

Listed as Lack of Afro – The Outsider, Pt. 2 (The Craig Charles Funk & Soul Club, Vol. 2) · Watch on YouTube

youtube_video vCRlTKkfQk8 · row vCRlTKkfQk8

LAION-DISCO-12M

Touch My Soul

Listed as Lack of Afro – Touch My Soul (Press On) · Watch on YouTube

youtube_video vGU-rNx0DaM · row vGU-rNx0DaM

LAION-DISCO-12M

The Importance of Elsewhere

Listed as Lack of Afro – The Importance of Elsewhere (This Time) · Watch on YouTube

youtube_video vdMO96sA0lM · row vdMO96sA0lM

LAION-DISCO-12M

Enter the Ring (feat. DJ Yoda)

Listed as Lack of Afro – Enter the Ring (feat. DJ Yoda) (Square One) · Watch on YouTube

youtube_video wlrt80jvpl8 · row wlrt80jvpl8

LAION-DISCO-12M

Let It All Out (feat. Wax & Herbal T)

Listed as Lack of Afro – Let It All Out (feat. Wax & Herbal T) (Let It All Out) · Watch on YouTube

youtube_video zjfpgVckk-8 · row zjfpgVckk-8

LAION-DISCO-12M

All My Love (feat. Juliette Ashby)

Listed as Lack of Afro – All My Love (feat. Juliette Ashby) (I Got the Rhythm / All My Love) · Watch on YouTube

youtube_video zw-7yqkvc_E · row zw-7yqkvc_E

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.