Yes. Torul has 141 songs listed in a dataset used to train AI music models.

Used for training 141

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 When I First Saw Her, Saviour of Love (Sono Remix), The Fall (Neurotech Remix)

Listed under the artist name 141 songs in LAION-DISCO-12M

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

When I First Saw Her

Listed as Torul – When I First Saw Her (End Less Dreams) · Watch on YouTube

youtube_video 1OnbsB2W82o · row 1OnbsB2W82o

LAION-DISCO-12M

Saviour of Love (Sono Remix)

Listed as Torul – Saviour of Love (Sono Remix) (Saviour of Love) · Watch on YouTube

youtube_video 1UIMzuKKxGM · row 1UIMzuKKxGM

LAION-DISCO-12M

The Fall (Neurotech Remix)

Listed as Torul – The Fall (Neurotech Remix) (The Fall) · Watch on YouTube

youtube_video 3SjBgybdOBA · row 3SjBgybdOBA

LAION-DISCO-12M

The Silence of a Dead Tree (Teniversia)

Listed as Torul – The Silence of a Dead Tree (Teniversia) (Teniversia) · Watch on YouTube

youtube_video 5-oBz_YkBCU · row 5-oBz_YkBCU

LAION-DISCO-12M

In Our World

Listed as Torul – In Our World (Hikikomori) · Watch on YouTube

youtube_video 5gzuHxZ2Vvw · row 5gzuHxZ2Vvw

LAION-DISCO-12M

Next Generation

Listed as Torul – Next Generation (End Less Dreams) · Watch on YouTube

youtube_video 5xN48-lADtU · row 5xN48-lADtU

LAION-DISCO-12M

Ausverkauft (Rob Dust Remix)

Listed as Torul – Ausverkauft (Rob Dust Remix) (Ausverkauft) · Watch on YouTube

youtube_video AerrMYsij5g · row AerrMYsij5g

LAION-DISCO-12M

Untitled

Listed as Torul – Untitled (In Whole) · Watch on YouTube

youtube_video B7L91hj26xg · row B7L91hj26xg

LAION-DISCO-12M

Monday (Teniversia)

Listed as Torul – Monday (Teniversia) (Teniversia) · Watch on YouTube

youtube_video BupslkRrPhw · row BupslkRrPhw

LAION-DISCO-12M

The Silence of a Dead Tree

Listed as Torul – The Silence of a Dead Tree (In Whole) · Watch on YouTube

youtube_video C6WXys6eSYI · row C6WXys6eSYI

LAION-DISCO-12M

If You So Wish

Listed as Torul – If You So Wish (Dark Matters) · Watch on YouTube

youtube_video CoQQUXMb73Q · row CoQQUXMb73Q

LAION-DISCO-12M

Saviour of Love (Into the Knot Remix)

Listed as Torul – Saviour of Love (Into the Knot Remix) (Saviour of Love) · Watch on YouTube

youtube_video DRumDJHTvgE · row DRumDJHTvgE

LAION-DISCO-12M

So Long, Goodbye

Listed as Torul – So Long, Goodbye (Hikikomori) · Watch on YouTube

youtube_video EaLO1xS_sZw · row EaLO1xS_sZw

LAION-DISCO-12M

Take Me Home

Listed as Torul – Take Me Home (Dark Matters) · Watch on YouTube

youtube_video FDvQGfWG_yc · row FDvQGfWG_yc

LAION-DISCO-12M

Wave Riders (Theme)

Listed as Torul – Wave Riders (Theme) (Monday) · Watch on YouTube

youtube_video FQIj895oSrU · row FQIj895oSrU

LAION-DISCO-12M

The Balance (Tom Wax Remix)

Listed as Torul – The Balance (Tom Wax Remix) (Difficult to Kill) · Watch on YouTube

youtube_video HBgZySpQefg · row HBgZySpQefg

LAION-DISCO-12M

Explain

Listed as Torul – Explain (Hikikomori) · Watch on YouTube

youtube_video HpfKzUaw9do · row HpfKzUaw9do

LAION-DISCO-12M

We Don't Care (Rotoskop Berlin Remix)

Listed as Torul – We Don't Care (Rotoskop Berlin Remix) (We Don't Care (Twice)) · Watch on YouTube

youtube_video Hwplk6Eowyg · row Hwplk6Eowyg

LAION-DISCO-12M

Hikikomori

Listed as Torul – Hikikomori (Hikikomori) · Watch on YouTube

youtube_video I8z2EHkw_PU · row I8z2EHkw_PU

LAION-DISCO-12M

Lost for You

Listed as Torul – Lost for You (The Measure) · Watch on YouTube

youtube_video KnWHVUZUe9E · row KnWHVUZUe9E

LAION-DISCO-12M

The Fall (Sa-X Remix)

Listed as Torul – The Fall (Sa-X Remix) (The Fall) · Watch on YouTube

youtube_video MKswawZ4iHI · row MKswawZ4iHI

LAION-DISCO-12M

Elegy

Listed as Torul – Elegy (Dark Matters) · Watch on YouTube

youtube_video MRvWcjpThn0 · row MRvWcjpThn0

LAION-DISCO-12M

You Won (Live from Rehearsal)

Listed as Torul – You Won (Live from Rehearsal) (Hikikomori) · Watch on YouTube

youtube_video MrjiRPjdEh8 · row MrjiRPjdEh8

LAION-DISCO-12M

Discrepancy

Listed as Torul – Discrepancy (The Measure) · Watch on YouTube

youtube_video NRbOrm9yJn0 · row NRbOrm9yJn0

LAION-DISCO-12M

Where The Nights Start (album version)

Listed as Torul – Where The Nights Start (album version) (Dark Matters) · Watch on YouTube

youtube_video Nq_94_nLdNU · row Nq_94_nLdNU

LAION-DISCO-12M

On the Floor

Listed as Torul – On the Floor (In Whole) · Watch on YouTube

youtube_video QTQAvnwVaPc · row QTQAvnwVaPc

LAION-DISCO-12M

Denwer

Listed as Torul – Denwer (fabric 91: Nina Kraviz) · Watch on YouTube

youtube_video S0V9N6RlVK0 · row S0V9N6RlVK0

LAION-DISCO-12M

An Answer

Listed as Torul – An Answer (Reset) · Watch on YouTube

youtube_video TZXRjdfODFw · row TZXRjdfODFw

LAION-DISCO-12M

Difficult to Kill (Torulsson Remix)

Listed as Torul – Difficult to Kill (Torulsson Remix) (Digital Infaction Strike 2) · Watch on YouTube

youtube_video VUoSztdZQg0 · row VUoSztdZQg0

LAION-DISCO-12M

False Attempts

Listed as Torul – False Attempts (In Whole) · Watch on YouTube

youtube_video WnwnQAQ3yF0 · row WnwnQAQ3yF0

LAION-DISCO-12M

Waterproof Theme (Frozen Plasma Remix)

Listed as Torul – Waterproof Theme (Frozen Plasma Remix) (Try) · Watch on YouTube

youtube_video XAyB5bVqCPc · row XAyB5bVqCPc

LAION-DISCO-12M

Start Like This

Listed as Torul – Start Like This (Start Like This!) · Watch on YouTube

youtube_video ZAQ4-1NsF8E · row ZAQ4-1NsF8E

LAION-DISCO-12M

Difficult to Kill

Listed as Torul – Difficult to Kill (The Measure) · Watch on YouTube

youtube_video Zn7gLwpDfho · row Zn7gLwpDfho

LAION-DISCO-12M

Best Moments (Today Is Tomorrow Remix)

Listed as Torul – Best Moments (Today Is Tomorrow Remix) (Best Moments) · Watch on YouTube

youtube_video _hK83rjOmB8 · row _hK83rjOmB8

LAION-DISCO-12M

If It's Dark Enough

Listed as Torul – If It's Dark Enough (Dark Matters) · Watch on YouTube

youtube_video a1f4LRZMPrk · row a1f4LRZMPrk

LAION-DISCO-12M

Ausverkauft (Frozen Plasma Remix)

Listed as Torul – Ausverkauft (Frozen Plasma Remix) (Ausverkauft) · Watch on YouTube

youtube_video chQoonyhCGs · row chQoonyhCGs

LAION-DISCO-12M

It Was Supposed To Be Fun (album mix)

Listed as Torul – It Was Supposed To Be Fun (album mix) (Dark Matters) · Watch on YouTube

youtube_video cyRXXQaksI8 · row cyRXXQaksI8

LAION-DISCO-12M

The Balance (Proteus Remix)

Listed as Torul – The Balance (Proteus Remix) (Difficult to Kill) · Watch on YouTube

youtube_video d6bvYsQBKwI · row d6bvYsQBKwI

LAION-DISCO-12M

Saviour of Love (Teniversia)

Listed as Torul – Saviour of Love (Teniversia) (Teniversia) · Watch on YouTube

youtube_video eOaAxbgWBe8 · row eOaAxbgWBe8

LAION-DISCO-12M

All over Again (Teniversia)

Listed as Torul – All over Again (Teniversia) (Teniversia) · Watch on YouTube

youtube_video fX5OwDT9b_s · row fX5OwDT9b_s

LAION-DISCO-12M

Further Skies

Listed as Torul – Further Skies (Reset) · Watch on YouTube

youtube_video fit_AGzJPC8 · row fit_AGzJPC8

LAION-DISCO-12M

Hello Hello

Listed as Torul – Hello Hello (End Less Dreams) · Watch on YouTube

youtube_video h2ehSJBC774 · row h2ehSJBC774

LAION-DISCO-12M

Loneliness 9000

Listed as Torul – Loneliness 9000 (End Less Dreams) · Watch on YouTube

youtube_video hbpvBVKo_9U · row hbpvBVKo_9U

LAION-DISCO-12M

If It's Dark Enough (Teniversia)

Listed as Torul – If It's Dark Enough (Teniversia) (Teniversia) · Watch on YouTube

youtube_video hoSnAAWt-E0 · row hoSnAAWt-E0

LAION-DISCO-12M

Count Me In

Listed as Torul – Count Me In (Reset) · Watch on YouTube

youtube_video jzYQVYaYOc8 · row jzYQVYaYOc8

LAION-DISCO-12M

We Don't Care (Rydel Amsterdam Remix)

Listed as Torul – We Don't Care (Rydel Amsterdam Remix) (We Don't Care (Twice)) · Watch on YouTube

youtube_video kp7JV0q3yEo · row kp7JV0q3yEo

LAION-DISCO-12M

The Sooner the Better (Teniversia)

Listed as Torul – The Sooner the Better (Teniversia) (Teniversia) · Watch on YouTube

youtube_video nkFz7i3Ng9w · row nkFz7i3Ng9w

LAION-DISCO-12M

Stay This Way

Listed as Torul – Stay This Way (Hikikomori) · Watch on YouTube

youtube_video rKiYXgAafSE · row rKiYXgAafSE

LAION-DISCO-12M

If You so Wish (Teniversia)

Listed as Torul – If You so Wish (Teniversia) (Teniversia) · Watch on YouTube

youtube_video rdCAcM0peos · row rdCAcM0peos

LAION-DISCO-12M

Do You

Listed as Torul – Do You (In Whole) · Watch on YouTube

youtube_video yjatmjb9CAE · row yjatmjb9CAE

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.