Yes. Tok Tok Tok has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 The Only One, When I'm Feeling Sad, I Could Never Forget

Listed under the artist name 146 songs in LAION-DISCO-12M

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

The Only One

Listed as Tok Tok Tok – The Only One (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video -l56LEXfBTk · row -l56LEXfBTk

LAION-DISCO-12M

When I'm Feeling Sad

Listed as Tok Tok Tok – When I'm Feeling Sad (Live & Intimate) · Watch on YouTube

youtube_video 19ZpNtuRhmo · row 19ZpNtuRhmo

LAION-DISCO-12M

I Could Never Forget

Listed as Tok Tok Tok – I Could Never Forget (From Soul To Soul) · Watch on YouTube

youtube_video 2NVnGsC4J30 · row 2NVnGsC4J30

LAION-DISCO-12M

I'll Never Fall In Love

Listed as Tok Tok Tok – I'll Never Fall In Love (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video 2sROpUgfWDo · row 2sROpUgfWDo

LAION-DISCO-12M

Saxophonecheck

Listed as Tok Tok Tok – Saxophonecheck (Was Heisst Das Denn?) · Watch on YouTube

youtube_video 3PEr7RAkmc4 · row 3PEr7RAkmc4

LAION-DISCO-12M

Die Sachenversucherin

Listed as Tok Tok Tok – Die Sachenversucherin (Was Heisst Das Denn?) · Watch on YouTube

youtube_video 4b5UDx53fS4 · row 4b5UDx53fS4

LAION-DISCO-12M

Better To Have Loved And Lost

Listed as Tok Tok Tok – Better To Have Loved And Lost (Was Heisst Das Denn?) · Watch on YouTube

youtube_video 4mEo90Fqlz4 · row 4mEo90Fqlz4

LAION-DISCO-12M

Get Away Reprise

Listed as Tok Tok Tok – Get Away Reprise (From Soul To Soul) · Watch on YouTube

youtube_video 5-05_Vu3N8U · row 5-05_Vu3N8U

LAION-DISCO-12M

About

Listed as Tok Tok Tok – About (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video 54OM9MXp2dw · row 54OM9MXp2dw

LAION-DISCO-12M

You've Got Me

Listed as Tok Tok Tok – You've Got Me (Was Heisst Das Denn?) · Watch on YouTube

youtube_video 65c6Sqfq2jc · row 65c6Sqfq2jc

LAION-DISCO-12M

Soulfunk Nr. 1

Listed as Tok Tok Tok – Soulfunk Nr. 1 (Ruby Soul) · Watch on YouTube

youtube_video 7nUxkBmV3lQ · row 7nUxkBmV3lQ

LAION-DISCO-12M

But Not For Me (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – But Not For Me (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video 9VjMNrTbri8 · row 9VjMNrTbri8

LAION-DISCO-12M

Spooky

Listed as Tok Tok Tok – Spooky (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video AJJPDBsrEew · row AJJPDBsrEew

LAION-DISCO-12M

Someone To Watch Over Me (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – Someone To Watch Over Me (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video AgGIcCm6E9w · row AgGIcCm6E9w

LAION-DISCO-12M

Damn Good Girl

Listed as Tok Tok Tok – Damn Good Girl (Live & Intimate) · Watch on YouTube

youtube_video Csvpl4ASuyg · row Csvpl4ASuyg

LAION-DISCO-12M

Let's Call The Whole Thing (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – Let's Call The Whole Thing (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video EIOXtTSIG94 · row EIOXtTSIG94

LAION-DISCO-12M

Somebody Loves Me (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – Somebody Loves Me (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video EJHMQsSnbpg · row EJHMQsSnbpg

LAION-DISCO-12M

Stone Cold Sober

Listed as Tok Tok Tok – Stone Cold Sober (Was Heisst Das Denn?) · Watch on YouTube

youtube_video Ggzcp-z1gAc · row Ggzcp-z1gAc

LAION-DISCO-12M

Leise Erinnerung

Listed as Tok Tok Tok – Leise Erinnerung (Was Heisst Das Denn?) · Watch on YouTube

youtube_video HErJ5RMG6eI · row HErJ5RMG6eI

LAION-DISCO-12M

Don´t Mess Around With Philis Jones

Listed as Tok Tok Tok – Don´t Mess Around With Philis Jones (From Soul To Soul) · Watch on YouTube

youtube_video L-iiTubcpYE · row L-iiTubcpYE

LAION-DISCO-12M

How Long Has This Been Going On (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – How Long Has This Been Going On (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video OBdH08diPTU · row OBdH08diPTU

LAION-DISCO-12M

The Breakdown

Listed as Tok Tok Tok – The Breakdown (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video OFRzRO6eXu0 · row OFRzRO6eXu0

LAION-DISCO-12M

Same Old Blues

Listed as Tok Tok Tok – Same Old Blues (Was Heisst Das Denn?) · Watch on YouTube

youtube_video OG1HIJwWptY · row OG1HIJwWptY

LAION-DISCO-12M

Get Away

Listed as Tok Tok Tok – Get Away (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video P8L0LeHZRBk · row P8L0LeHZRBk

LAION-DISCO-12M

I Cannot Sleep

Listed as Tok Tok Tok – I Cannot Sleep (It Took So Long) · Watch on YouTube

youtube_video Q15igX1uzyM · row Q15igX1uzyM

LAION-DISCO-12M

Lead A Horse To Water

Listed as Tok Tok Tok – Lead A Horse To Water (Was Heisst Das Denn?) · Watch on YouTube

youtube_video XAadbCWKDdk · row XAadbCWKDdk

LAION-DISCO-12M

Rhythmus Der Nacht

Listed as Tok Tok Tok – Rhythmus Der Nacht (Was Heisst Das Denn?) · Watch on YouTube

youtube_video XEpX6xN9RYU · row XEpX6xN9RYU

LAION-DISCO-12M

Can You Keep It

Listed as Tok Tok Tok – Can You Keep It (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video ZnNroynAR1w · row ZnNroynAR1w

LAION-DISCO-12M

Soulfunk Nr. 1

Listed as Tok Tok Tok – Soulfunk Nr. 1 (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video _boTB0GW1o4 · row _boTB0GW1o4

LAION-DISCO-12M

Right To Your Soul

Listed as Tok Tok Tok – Right To Your Soul (Was Heisst Das Denn?) · Watch on YouTube

youtube_video aRMtIE8rKP0 · row aRMtIE8rKP0

LAION-DISCO-12M

Lazy Day

Listed as Tok Tok Tok – Lazy Day (Live & Intimate) · Watch on YouTube

youtube_video cxcfRnKYGUw · row cxcfRnKYGUw

LAION-DISCO-12M

You Drive Me Crazy

Listed as Tok Tok Tok – You Drive Me Crazy (Live & Intimate) · Watch on YouTube

youtube_video dNXZZ7JCDNE · row dNXZZ7JCDNE

LAION-DISCO-12M

See It My Way

Listed as Tok Tok Tok – See It My Way (Was Heisst Das Denn?) · Watch on YouTube

youtube_video do6vcp01Zhk · row do6vcp01Zhk

LAION-DISCO-12M

Flow Of Joy

Listed as Tok Tok Tok – Flow Of Joy (From Soul To Soul) · Watch on YouTube

youtube_video f33ZQVamvaw · row f33ZQVamvaw

LAION-DISCO-12M

Manolo

Listed as Tok Tok Tok – Manolo (Was Heisst Das Denn?) · Watch on YouTube

youtube_video gG-QkElEMNk · row gG-QkElEMNk

LAION-DISCO-12M

Easier Said Than Done

Listed as Tok Tok Tok – Easier Said Than Done (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video k-VH9fn_Q50 · row k-VH9fn_Q50

LAION-DISCO-12M

Like Music From The Skies

Listed as Tok Tok Tok – Like Music From The Skies (It Took So Long) · Watch on YouTube

youtube_video kAgxLlPx2Gc · row kAgxLlPx2Gc

LAION-DISCO-12M

Like Music From The Skies

Listed as Tok Tok Tok – Like Music From The Skies (Reach Out And Sway Your Booty) · Watch on YouTube

youtube_video nxzQv7PdS70 · row nxzQv7PdS70

LAION-DISCO-12M

Her Majesty

Listed as Tok Tok Tok – Her Majesty (50 Ways To Leave Your Lover) · Watch on YouTube

youtube_video oISnbXyTtuk · row oISnbXyTtuk

LAION-DISCO-12M

What Has Roots

Listed as Tok Tok Tok – What Has Roots (Live & Intimate) · Watch on YouTube

youtube_video pw4RF_1ZTOA · row pw4RF_1ZTOA

LAION-DISCO-12M

Can You Keep It?

Listed as Tok Tok Tok – Can You Keep It? (It Took So Long) · Watch on YouTube

youtube_video qMM2AHyIeCM · row qMM2AHyIeCM

LAION-DISCO-12M

In The Jungle

Listed as Tok Tok Tok – In The Jungle (Live & Intimate) · Watch on YouTube

youtube_video uZoEDMukyd8 · row uZoEDMukyd8

LAION-DISCO-12M

Nothing Stays The Same

Listed as Tok Tok Tok – Nothing Stays The Same (It Took So Long) · Watch on YouTube

youtube_video wL6mAfW839Y · row wL6mAfW839Y

LAION-DISCO-12M

Magic To My Heart

Listed as Tok Tok Tok – Magic To My Heart (Live & Intimate) · Watch on YouTube

youtube_video wWFKOszao2c · row wWFKOszao2c

LAION-DISCO-12M

All You Need

Listed as Tok Tok Tok – All You Need (Was Heisst Das Denn?) · Watch on YouTube

youtube_video ydFHTXe3hec · row ydFHTXe3hec

LAION-DISCO-12M

They Can't Take That Away (feat. NDR Pops Orchestra)

Listed as Tok Tok Tok – They Can't Take That Away (feat. NDR Pops Orchestra) (Gershwin With Strings) · Watch on YouTube

youtube_video yiB-Fbq2Y9k · row yiB-Fbq2Y9k

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.