Yes. Tobtok has 160 songs listed in a dataset used to train AI music models.

Used for training 160

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 Better Day (nowifi & Sirprice Remix), Not Afraid (feat. Lonestate), Just Can't Get Enough (VIP Mix) (Extended Mix)

Listed under the artist name 160 songs in LAION-DISCO-12M

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

Better Day (nowifi & Sirprice Remix)

Listed as Tobtok, Oliver Nelson, Lovespeake – Better Day (nowifi & Sirprice Remix) (Better Day (nowifi & Sirprice Remix)) · Watch on YouTube

youtube_video 0SfnBY9mMFc · row 0SfnBY9mMFc

LAION-DISCO-12M

Not Afraid (feat. Lonestate)

Listed as Tobtok – Not Afraid (feat. Lonestate) (Not Afraid) · Watch on YouTube

youtube_video 0YGqXcK7hl0 · row 0YGqXcK7hl0

LAION-DISCO-12M

Just Can't Get Enough (VIP Mix) (Extended Mix)

Listed as Tobtok, Adam Griffin – Just Can't Get Enough (VIP Mix) (Extended Mix) (Just Can't Get Enough (VIP Mix)) · Watch on YouTube

youtube_video 1Yt_TIU5Rk0 · row 1Yt_TIU5Rk0

LAION-DISCO-12M

Higher (Televisor Remix) (feat. Emil Heró)

Listed as Tobtok – Higher (Televisor Remix) (feat. Emil Heró) (Higher (Remixes)) · Watch on YouTube

youtube_video 2B4oacYHrmw · row 2B4oacYHrmw

LAION-DISCO-12M

Shelter (KREAM Remix) (feat. Alex Mills)

Listed as Tobtok – Shelter (KREAM Remix) (feat. Alex Mills) (Shelter) · Watch on YouTube

youtube_video 2c7rPfWtifw · row 2c7rPfWtifw

LAION-DISCO-12M

Have It All

Listed as Tobtok, farfetch'd – Have It All (Have It All) · Watch on YouTube

youtube_video 2wYtM64U6cg · row 2wYtM64U6cg

LAION-DISCO-12M

Just Can't Get Enough (Redondo Remix) (Extended Mix)

Listed as Tobtok, Adam Griffin – Just Can't Get Enough (Redondo Remix) (Extended Mix) (Just Can't Get Enough (Redondo Remix)) · Watch on YouTube

youtube_video 3NuYARtIqek · row 3NuYARtIqek

LAION-DISCO-12M

Higher (JackLNDN Remix) (feat. Emil Heró)

Listed as Tobtok – Higher (JackLNDN Remix) (feat. Emil Heró) (Higher (Remixes)) · Watch on YouTube

youtube_video 4EXJ-0UqWZ8 · row 4EXJ-0UqWZ8

LAION-DISCO-12M

The Sting (Satisfied) (feat. Penny F.)

Listed as Tobtok, Adam Griffin – The Sting (Satisfied) (feat. Penny F.) (The Sting (Satisfied)) · Watch on YouTube

youtube_video 5oAeRsIYMNk · row 5oAeRsIYMNk

LAION-DISCO-12M

Reincarnation

Listed as Tobtok – Reincarnation (Reincarnation) · Watch on YouTube

youtube_video 6epc8kqRLCQ · row 6epc8kqRLCQ

LAION-DISCO-12M

Shelter (Beatsession Remix) (feat. Alex Mills)

Listed as Tobtok – Shelter (Beatsession Remix) (feat. Alex Mills) (Shelter) · Watch on YouTube

youtube_video 6yYT41lsI_w · row 6yYT41lsI_w

LAION-DISCO-12M

Pegasus

Listed as Tobtok – Pegasus (This Is Heavy Disco, Vol. 2 (Deeper Disco)) · Watch on YouTube

youtube_video 8H6m3DoVMhc · row 8H6m3DoVMhc

LAION-DISCO-12M

Overlap

Listed as Tobtok – Overlap (Overlap) · Watch on YouTube

youtube_video 8WcslK9ZTJ0 · row 8WcslK9ZTJ0

LAION-DISCO-12M

Not Afraid (DAM Remix) (feat. Lonestate)

Listed as Tobtok – Not Afraid (DAM Remix) (feat. Lonestate) (Not Afraid (Remixes)) · Watch on YouTube

youtube_video B2m5Jg4gVyc · row B2m5Jg4gVyc

LAION-DISCO-12M

Just Can't Get Enough (Future Kings Remix)

Listed as Tobtok, Adam Griffin – Just Can't Get Enough (Future Kings Remix) (Just Can't Get Enough (Future Kings Remix)) · Watch on YouTube

youtube_video BfykOhLh2As · row BfykOhLh2As

LAION-DISCO-12M

Just Can't Get Enough

Listed as Tobtok, Adam Griffin – Just Can't Get Enough (Just Can't Get Enough) · Watch on YouTube

youtube_video BnCMpFqn_GE · row BnCMpFqn_GE

LAION-DISCO-12M

All Of Me [Future Kings Remix] (feat. Oliver Nelson)

Listed as Todd Terry, Tobtok, Richard Judge – All Of Me [Future Kings Remix] (feat. Oliver Nelson) (All Of Me [Remixes]) · Watch on YouTube

youtube_video FR5kMM0pbFs · row FR5kMM0pbFs

LAION-DISCO-12M

In Control

Listed as Tobtok, Oliver Nelson – In Control (In Control) · Watch on YouTube

youtube_video IZ7hhMFg-Po · row IZ7hhMFg-Po

LAION-DISCO-12M

The Stand Off (feat. Hayley May)

Listed as Tobtok, Adam Griffin – The Stand Off (feat. Hayley May) (The Stand Off) · Watch on YouTube

youtube_video MgPNCs092Wo · row MgPNCs092Wo

LAION-DISCO-12M

Not Afraid (Dub Mix) (feat. Lonestate)

Listed as Tobtok – Not Afraid (Dub Mix) (feat. Lonestate) (Not Afraid (Remixes)) · Watch on YouTube

youtube_video NqWBFvjIIMg · row NqWBFvjIIMg

LAION-DISCO-12M

Overnight

Listed as Tobtok, Adam Griffin – Overnight (Overnight) · Watch on YouTube

youtube_video PYxzb0OjRt4 · row PYxzb0OjRt4

LAION-DISCO-12M

Deux

Listed as Tobtok – Deux (Kitsuné: Savanna) · Watch on YouTube

youtube_video Q588XsmTfbw · row Q588XsmTfbw

LAION-DISCO-12M

Prelude

Listed as Tobtok – Prelude (Poolside Miami 2017) · Watch on YouTube

youtube_video RyuopJecENo · row RyuopJecENo

LAION-DISCO-12M

Savanna (Cesare Remix) (feat. River)

Listed as Tobtok – Savanna (Cesare Remix) (feat. River) (Ipanema Beach House (Cesare Remixes)) · Watch on YouTube

youtube_video VNMG1bv93Z0 · row VNMG1bv93Z0

LAION-DISCO-12M

On My Way (Man Cub Remix)

Listed as Tobtok – On My Way (Man Cub Remix) (On My Way (Man Cub Remix)) · Watch on YouTube

youtube_video VyCRa64Oa60 · row VyCRa64Oa60

LAION-DISCO-12M

Savanna (Keljet Remix) (feat. River)

Listed as Tobtok – Savanna (Keljet Remix) (feat. River) (Kitsuné: Savanna) · Watch on YouTube

youtube_video _7h5Df05ceY · row _7h5Df05ceY

LAION-DISCO-12M

Savanna (feat. River)

Listed as Tobtok – Savanna (feat. River) (Kitsuné: Savanna) · Watch on YouTube

youtube_video _pSbV4Ebv2s · row _pSbV4Ebv2s

LAION-DISCO-12M

All Of Me (Tom Hall Remix) (feat. Oliver Nelson)

Listed as Todd Terry, Tobtok, Richard Judge – All Of Me (Tom Hall Remix) (feat. Oliver Nelson) (All Of Me (Remixes)) · Watch on YouTube

youtube_video _wRSdyywwBE · row _wRSdyywwBE

LAION-DISCO-12M

Can You Feel It (VIP Mix) (feat. James Hurr)

Listed as Tobtok, Moss Kena, Adam Griffin – Can You Feel It (VIP Mix) (feat. James Hurr) (Can You Feel It (VIP Mix)) · Watch on YouTube

youtube_video aohW6Ij1iGk · row aohW6Ij1iGk

LAION-DISCO-12M

Better Day

Listed as Oliver Nelson, Tobtok, Lovespeake – Better Day (Better Day) · Watch on YouTube

youtube_video e2PsLZTW_xs · row e2PsLZTW_xs

LAION-DISCO-12M

Safe

Listed as Tobtok, Covenants – Safe (Safe) · Watch on YouTube

youtube_video fOhjxkrXnTw · row fOhjxkrXnTw

LAION-DISCO-12M

Remember (Tobtok Remix)

Listed as Sunset Sons, Tobtok – Remember (Tobtok Remix) (Remember (Remixes)) · Watch on YouTube

youtube_video h7vegTkn-_k · row h7vegTkn-_k

LAION-DISCO-12M

All Of Me (feat. Oliver Nelson)

Listed as Todd Terry, Tobtok, Richard Judge – All Of Me (feat. Oliver Nelson) (All Of Me) · Watch on YouTube

youtube_video hGKBx0wfFW4 · row hGKBx0wfFW4

LAION-DISCO-12M

Higher (Club Mix) (feat. Emil Heró)

Listed as Tobtok – Higher (Club Mix) (feat. Emil Heró) (Higher (Remixes)) · Watch on YouTube

youtube_video iZizZCeQyRk · row iZizZCeQyRk

LAION-DISCO-12M

The Sting

Listed as Tobtok, Adam Griffin – The Sting (The Sting) · Watch on YouTube

youtube_video ju9x10-FCu4 · row ju9x10-FCu4

LAION-DISCO-12M

Free (feat. Hoodlem)

Listed as Tobtok – Free (feat. Hoodlem) (Kitsuné: Savanna) · Watch on YouTube

youtube_video lFnnBdhDufo · row lFnnBdhDufo

LAION-DISCO-12M

We So Right

Listed as Tobtok – We So Right (We So Right) · Watch on YouTube

youtube_video lgd7MpTmLu4 · row lgd7MpTmLu4

LAION-DISCO-12M

Yooh

Listed as Tobtok – Yooh (Poolside Miami 2017) · Watch on YouTube

youtube_video oRWQwAjowzs · row oRWQwAjowzs

LAION-DISCO-12M

So Magical

Listed as Tobtok – So Magical (Summer Waves Vol.1) · Watch on YouTube

youtube_video pMOehPprDBo · row pMOehPprDBo

LAION-DISCO-12M

In The Zone

Listed as Tobtok, JLV – In The Zone (In The Zone) · Watch on YouTube

youtube_video pqIv5u_Cwaw · row pqIv5u_Cwaw

LAION-DISCO-12M

Shelter (Sonny Alven Remix) (feat. Alex Mills)

Listed as Tobtok – Shelter (Sonny Alven Remix) (feat. Alex Mills) (Shelter) · Watch on YouTube

youtube_video q1jm92WMvS0 · row q1jm92WMvS0

LAION-DISCO-12M

The Stand Off (I Want You!) (feat. Hayley May)

Listed as Tobtok, Adam Griffin – The Stand Off (I Want You!) (feat. Hayley May) (The Stand Off (I Want You!)) · Watch on YouTube

youtube_video qMaRBQ1jd_k · row qMaRBQ1jd_k

LAION-DISCO-12M

On My Way (Rain or Shine Remix)

Listed as Tobtok – On My Way (Rain or Shine Remix) (On My Way (Remixes)) · Watch on YouTube

youtube_video sMl6Qe5yr2A · row sMl6Qe5yr2A

LAION-DISCO-12M

All Of Me [Future Kings Remix] (Extended Mix) (feat. Oliver Nelson)

Listed as Todd Terry, Tobtok, Richard Judge – All Of Me [Future Kings Remix] (Extended Mix) (feat. Oliver Nelson) (All Of Me [Remixes]) · Watch on YouTube

youtube_video spPYH3T34Jg · row spPYH3T34Jg

LAION-DISCO-12M

York

Listed as Tobtok – York (York) · Watch on YouTube

youtube_video t2AHwr7DbHw · row t2AHwr7DbHw

LAION-DISCO-12M

Too Cool To Dance (feat. ONIVA)

Listed as Tobtok, Ghassemi – Too Cool To Dance (feat. ONIVA) (Too Cool To Dance) · Watch on YouTube

youtube_video u4KCl995I8M · row u4KCl995I8M

LAION-DISCO-12M

Shelter (feat. Alex Mills)

Listed as Tobtok – Shelter (feat. Alex Mills) (Shelter) · Watch on YouTube

youtube_video v6rsOApucHU · row v6rsOApucHU

LAION-DISCO-12M

Not Afraid (Cápac Remix) (feat. Lonestate)

Listed as Tobtok – Not Afraid (Cápac Remix) (feat. Lonestate) (Not Afraid (Remixes)) · Watch on YouTube

youtube_video w1yphWTqIAA · row w1yphWTqIAA

LAION-DISCO-12M

Fast Car (L'Tric Remix Radio Edit) (feat. River)

Listed as Tobtok – Fast Car (L'Tric Remix Radio Edit) (feat. River) (Fast Car) · Watch on YouTube

youtube_video wWzrFD9dObs · row wWzrFD9dObs

LAION-DISCO-12M

24HRS

Listed as CLMD, Tobtok – 24HRS (24HRS) · Watch on YouTube

youtube_video yrc2m2Nb2NY · row yrc2m2Nb2NY

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.