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 As I Sleep [Gramercy Remix] (feat. Charlee), New Levels [SHOSH Remix] (feat. Mila Falls), I Like When You

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.

As I Sleep [Gramercy Remix] (feat. Charlee)

Listed as Tobtok, Adrian Lux – As I Sleep [Gramercy Remix] (feat. Charlee) (As I Sleep [Gramercy Remix]) · Watch on YouTube

youtube_video 2SNeco3lEyE · row 2SNeco3lEyE

LAION-DISCO-12M

New Levels [SHOSH Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [SHOSH Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 1]) · Watch on YouTube

youtube_video 60EWh2tTKIE · row 60EWh2tTKIE

LAION-DISCO-12M

I Like When You

Listed as Tobtok, farfetch'd – I Like When You (I Like When You) · Watch on YouTube

youtube_video 6xHSV_4xh7A · row 6xHSV_4xh7A

LAION-DISCO-12M

As I Sleep (feat. Charlee)

Listed as Tobtok, Adrian Lux – As I Sleep (feat. Charlee) (As I Sleep) · Watch on YouTube

youtube_video 7eLp6AZMXq0 · row 7eLp6AZMXq0

LAION-DISCO-12M

Yellow [Offset Remix] (feat. Liv Dawson)

Listed as Oliver Nelson, Tobtok – Yellow [Offset Remix] (feat. Liv Dawson) (Yellow [Offset Remix]) · Watch on YouTube

youtube_video 7llK3n8ksEQ · row 7llK3n8ksEQ

LAION-DISCO-12M

So Good (Milkwish Remix)

Listed as Tobtok, farfetch'd – So Good (Milkwish Remix) (So Good (Milkwish Remix)) · Watch on YouTube

youtube_video 8v4lcOMoKwA · row 8v4lcOMoKwA

LAION-DISCO-12M

New Levels [RobbieG Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [RobbieG Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video 90Eq61iWEfw · row 90Eq61iWEfw

LAION-DISCO-12M

Freak Like Me [Fuse Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Fuse Remix] (feat. Kate Wild) (Freak Like Me [Remixes, Pt. 1]) · Watch on YouTube

youtube_video AHrB_F7wDWg · row AHrB_F7wDWg

LAION-DISCO-12M

Freak Like Me (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me (feat. Kate Wild) (Freak Like Me) · Watch on YouTube

youtube_video C2K8zHmCjUM · row C2K8zHmCjUM

LAION-DISCO-12M

Something ‘Bout The Music (Parx Remix / Extended Mix)

Listed as Tobtok, AKA George, Oliver Nelson – Something ‘Bout The Music (Parx Remix / Extended Mix) (Something ‘Bout The Music (Parx Remix)) · Watch on YouTube

youtube_video EnA610HmTl8 · row EnA610HmTl8

LAION-DISCO-12M

Jealous

Listed as Oliver Nelson, Tobtok, Sorana – Jealous (Jealous) · Watch on YouTube

youtube_video H4iopyNkA7w · row H4iopyNkA7w

LAION-DISCO-12M

New Levels [Majestic Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Majestic Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 1]) · Watch on YouTube

youtube_video HOdBq5Q8z-Q · row HOdBq5Q8z-Q

LAION-DISCO-12M

New Levels [Parx Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Parx Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 1]) · Watch on YouTube

youtube_video KGww2TY7cUE · row KGww2TY7cUE

LAION-DISCO-12M

New Levels [DJ S.K.T Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [DJ S.K.T Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 1]) · Watch on YouTube

youtube_video L5Ngu2cchzI · row L5Ngu2cchzI

LAION-DISCO-12M

As I Sleep [BODÉ Remix] (Club Mix) (feat. Charlee)

Listed as Tobtok, Adrian Lux – As I Sleep [BODÉ Remix] (Club Mix) (feat. Charlee) (As I Sleep [BODÉ Remix]) · Watch on YouTube

youtube_video MU4i1u1Y2pA · row MU4i1u1Y2pA

LAION-DISCO-12M

99 Red Balloons (Mahalo Remix) (feat. River)

Listed as Oliver Nelson, Tobtok – 99 Red Balloons (Mahalo Remix) (feat. River) (99 Red Balloons Remixes (Remixes)) · Watch on YouTube

youtube_video Mk3PIIX4hL8 · row Mk3PIIX4hL8

LAION-DISCO-12M

Is It Real? (feat. Salena Mastroianni)

Listed as Tobtok, Simon Field, Oliver Nelson – Is It Real? (feat. Salena Mastroianni) (Is It Real?) · Watch on YouTube

youtube_video O7AIP7FpNQg · row O7AIP7FpNQg

LAION-DISCO-12M

Something 'Bout The Music

Listed as Tobtok, AKA George, Oliver Nelson – Something 'Bout The Music (Something 'Bout The Music) · Watch on YouTube

youtube_video P9LzGc19PcA · row P9LzGc19PcA

LAION-DISCO-12M

We All Fall Down

Listed as Tobtok, farfetch'd – We All Fall Down (We All Fall Down) · Watch on YouTube

youtube_video QhYqz2OasII · row QhYqz2OasII

LAION-DISCO-12M

So Good

Listed as Tobtok, farfetch'd – So Good (So Good) · Watch on YouTube

youtube_video TvEHJCFWCJk · row TvEHJCFWCJk

LAION-DISCO-12M

Sunshine (Tobtok Remix)

Listed as Brother Leo, Tobtok – Sunshine (Tobtok Remix) (Sunshine (Tobtok Remix)) · Watch on YouTube

youtube_video Tz7NAUwshYU · row Tz7NAUwshYU

LAION-DISCO-12M

Freak Like Me [MD Jones Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [MD Jones Remix] (feat. Kate Wild) (Freak Like Me [Remixes Pt. 2]) · Watch on YouTube

youtube_video U90Ba4OtdEs · row U90Ba4OtdEs

LAION-DISCO-12M

Freak Like Me (Mistajam Dance NRG Remix) (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me (Mistajam Dance NRG Remix) (feat. Kate Wild) (Freak Like Me (Mistajam Dance NRG Remix)) · Watch on YouTube

youtube_video UTUg8JOGQ94 · row UTUg8JOGQ94

LAION-DISCO-12M

New Levels (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels (feat. Mila Falls) (New Levels) · Watch on YouTube

youtube_video UlTyIluFVgs · row UlTyIluFVgs

LAION-DISCO-12M

Freak Like Me [MistaJam Dance NRG Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [MistaJam Dance NRG Remix] (feat. Kate Wild) (Freak Like Me [Remixes, Pt. 1]) · Watch on YouTube

youtube_video Wrimg7e_9Cs · row Wrimg7e_9Cs

LAION-DISCO-12M

Yellow (feat. Liv Dawson)

Listed as Oliver Nelson, Tobtok – Yellow (feat. Liv Dawson) (Yellow) · Watch on YouTube

youtube_video Wvs9sVbZQiQ · row Wvs9sVbZQiQ

LAION-DISCO-12M

New Levels [Xoro Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Xoro Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 1]) · Watch on YouTube

youtube_video X8vs12kTNEQ · row X8vs12kTNEQ

LAION-DISCO-12M

Freak Like Me [Konsin Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Konsin Remix] (feat. Kate Wild) (Freak Like Me [Remixes Pt. 2]) · Watch on YouTube

youtube_video YlUPXSaoLdg · row YlUPXSaoLdg

LAION-DISCO-12M

New Levels [Scott Forshaw Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Scott Forshaw Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video Z5UFvRdhrBs · row Z5UFvRdhrBs

LAION-DISCO-12M

Yellow [Offset Remix] [Extended Mix] (feat. Liv Dawson)

Listed as Oliver Nelson, Tobtok – Yellow [Offset Remix] [Extended Mix] (feat. Liv Dawson) (Yellow [Offset Remix]) · Watch on YouTube

youtube_video ZvNvA-RBqBY · row ZvNvA-RBqBY

LAION-DISCO-12M

Freak Like Me [Tom Hall Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Tom Hall Remix] (feat. Kate Wild) (Freak Like Me [Remixes, Pt. 1]) · Watch on YouTube

youtube_video ZwM2HCaj5xY · row ZwM2HCaj5xY

LAION-DISCO-12M

Outrageous

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

youtube_video _lQS5dh1YUo · row _lQS5dh1YUo

LAION-DISCO-12M

Movin' On (feat. Abi Flynn)

Listed as Tobtok, farfetch'd – Movin' On (feat. Abi Flynn) (My Friends EP) · Watch on YouTube

youtube_video dX6GIWOrIfE · row dX6GIWOrIfE

LAION-DISCO-12M

Yellow [Kokiri Remix] (feat. Liv Dawson)

Listed as Oliver Nelson, Tobtok – Yellow [Kokiri Remix] (feat. Liv Dawson) (Yellow [Kokiri Remix]) · Watch on YouTube

youtube_video f2a_l4cniWc · row f2a_l4cniWc

LAION-DISCO-12M

99 Red Balloons (CID Remix) (feat. River)

Listed as Oliver Nelson, Tobtok – 99 Red Balloons (CID Remix) (feat. River) (99 Red Balloons Remixes (Remixes)) · Watch on YouTube

youtube_video f3gUvl8VbA8 · row f3gUvl8VbA8

LAION-DISCO-12M

Freak Like Me [Azello Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Azello Remix] (feat. Kate Wild) (Freak Like Me [Remixes Pt. 2]) · Watch on YouTube

youtube_video fcJk5dcM2V8 · row fcJk5dcM2V8

LAION-DISCO-12M

My Friends (Alex Adair Remix)

Listed as Tobtok, farfetch'd – My Friends (Alex Adair Remix) (My Friends (Alex Adair Remix)) · Watch on YouTube

youtube_video g1ezqu0Ej10 · row g1ezqu0Ej10

LAION-DISCO-12M

My Friends

Listed as Tobtok, farfetch'd – My Friends (My Friends) · Watch on YouTube

youtube_video hgh8WxQ3LcI · row hgh8WxQ3LcI

LAION-DISCO-12M

Freak Like Me (Eat More Cake Remix) (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me (Eat More Cake Remix) (feat. Kate Wild) (Freak Like Me [Remixes, Pt. 1]) · Watch on YouTube

youtube_video ijSEvA3nXhE · row ijSEvA3nXhE

LAION-DISCO-12M

New Levels [Shahin Shantiaei Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Shahin Shantiaei Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video jv2i92rxjQw · row jv2i92rxjQw

LAION-DISCO-12M

99 Red Balloons (feat. River)

Listed as Oliver Nelson, Tobtok – 99 Red Balloons (feat. River) (99 Red Balloons) · Watch on YouTube

youtube_video mBh1lm58EjI · row mBh1lm58EjI

LAION-DISCO-12M

Freak Like Me [Maff Boothroyd Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Maff Boothroyd Remix] (feat. Kate Wild) (Freak Like Me [Remixes Pt. 2]) · Watch on YouTube

youtube_video oNamroLjNUE · row oNamroLjNUE

LAION-DISCO-12M

New Levels [Moodshift Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Moodshift Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video qTLkdYJcxJc · row qTLkdYJcxJc

LAION-DISCO-12M

New Levels [Tom Hall Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Tom Hall Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video qbrPNwGNMDQ · row qbrPNwGNMDQ

LAION-DISCO-12M

New Levels [Solo Suspex Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Solo Suspex Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video rmPPsxbOL9g · row rmPPsxbOL9g

LAION-DISCO-12M

Heartbeats

Listed as Tobtok, farfetch'd – Heartbeats (Heartbeats) · Watch on YouTube

youtube_video sQHQiF6p2UM · row sQHQiF6p2UM

LAION-DISCO-12M

New Levels [Like Son Remix] (feat. Mila Falls)

Listed as Tobtok, Milwin, Alfie Cridland – New Levels [Like Son Remix] (feat. Mila Falls) (New Levels [Remixes, Pt. 2]) · Watch on YouTube

youtube_video sVDz-Y6-6lI · row sVDz-Y6-6lI

LAION-DISCO-12M

Freak Like Me [Apollo Remix] (feat. Kate Wild)

Listed as Fubu, Tobtok – Freak Like Me [Apollo Remix] (feat. Kate Wild) (Freak Like Me [Remixes Pt. 2]) · Watch on YouTube

youtube_video ujUMYPj9Iw4 · row ujUMYPj9Iw4

LAION-DISCO-12M

Loyalty (feat. Alex Hosking)

Listed as Anton Powers, Tobtok, Adam Griffin – Loyalty (feat. Alex Hosking) (Loyalty) · Watch on YouTube

youtube_video w0laPwEVWIc · row w0laPwEVWIc

LAION-DISCO-12M

Sail To You (feat. Leo Stannard)

Listed as Oliver Nelson, Tobtok – Sail To You (feat. Leo Stannard) (Sail To You) · Watch on YouTube

youtube_video xOPtnLBW5Tk · row xOPtnLBW5Tk

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.