Yes. Toby Gad has 22 songs listed in a dataset used to train AI music models.

Used for training 22

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 BIG GIRLS DON'T CRY (workout mix), BIG GIRLS DON'T CRY (moab house mix), UNTOUCHED (B.O.M Dancefloor Mix)

Listed under the artist name 22 songs in LAION-DISCO-12M

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

BIG GIRLS DON'T CRY (workout mix)

Listed as Toby Gad, Victoria Justice – BIG GIRLS DON'T CRY (workout mix) (BIG GIRLS DON'T CRY (workout mix)) · Watch on YouTube

youtube_video 1ASDnyw5Rjs · row 1ASDnyw5Rjs

LAION-DISCO-12M

BIG GIRLS DON'T CRY (moab house mix)

Listed as Toby Gad, Victoria Justice – BIG GIRLS DON'T CRY (moab house mix) (BIG GIRLS DON'T CRY (moab house mix)) · Watch on YouTube

youtube_video 206BuaXjnMw · row 206BuaXjnMw

LAION-DISCO-12M

UNTOUCHED (B.O.M Dancefloor Mix)

Listed as Toby Gad, Johnny Orlando, B.O.M – UNTOUCHED (B.O.M Dancefloor Mix) (UNTOUCHED (B.O.M Dancefloor Mix)) · Watch on YouTube

youtube_video 5Gpd5A43cFQ · row 5Gpd5A43cFQ

LAION-DISCO-12M

LITTLE HOUSE IN THE SNOW

Listed as Marisha Wallace, Toby Gad – LITTLE HOUSE IN THE SNOW (LITTLE HOUSE IN THE SNOW) · Watch on YouTube

youtube_video 5JfyQo77ytU · row 5JfyQo77ytU

LAION-DISCO-12M

UNTOUCHED: piano diaries

Listed as Toby Gad, Johnny Orlando – UNTOUCHED: piano diaries (UNTOUCHED: piano diaries) · Watch on YouTube

youtube_video D62Zuz0xvKg · row D62Zuz0xvKg

LAION-DISCO-12M

IF I WERE A BOY

Listed as Toby Gad, Angelina Jordan – IF I WERE A BOY (IF I WERE A BOY) · Watch on YouTube

youtube_video DF2jNDt9md8 · row DF2jNDt9md8

LAION-DISCO-12M

Little Do You Know (Milkyway Mix)

Listed as Toby Gad, Keke Palmer, Aloe Blacc – Little Do You Know (Milkyway Mix) (Little Do You Know (The Remixes)) · Watch on YouTube

youtube_video GfRoofjsCj0 · row GfRoofjsCj0

LAION-DISCO-12M

BIG GIRLS DON'T CRY (bachata mix)

Listed as Toby Gad, Victoria Justice – BIG GIRLS DON'T CRY (bachata mix) (BIG GIRLS DON'T CRY (bachata mix)) · Watch on YouTube

youtube_video NHL3mP6lQuI · row NHL3mP6lQuI

LAION-DISCO-12M

SKYSCRAPER (Coachella Mix)

Listed as Toby Gad, Camylio – SKYSCRAPER (Coachella Mix) (SKYSCRAPER (Coachella Mix)) · Watch on YouTube

youtube_video NkYn6HfsNCc · row NkYn6HfsNCc

LAION-DISCO-12M

SKYSCRAPER (Roller Disco Mix)

Listed as Toby Gad, Camylio – SKYSCRAPER (Roller Disco Mix) (SKYSCRAPER (Roller Disco Mix)) · Watch on YouTube

youtube_video SpemyKrmsQ8 · row SpemyKrmsQ8

LAION-DISCO-12M

SKYSCRAPER (Munich Mix)

Listed as Toby Gad, Camylio – SKYSCRAPER (Munich Mix) (SKYSCRAPER (Munich Mix)) · Watch on YouTube

youtube_video VDT9kSgWcHs · row VDT9kSgWcHs

LAION-DISCO-12M

BIG GIRLS DON'T CRY (Piano Diaries)

Listed as Toby Gad, Victoria Justice – BIG GIRLS DON'T CRY (Piano Diaries) (BIG GIRLS DON'T CRY (piano diaries)) · Watch on YouTube

youtube_video VM9TBXO32c4 · row VM9TBXO32c4

LAION-DISCO-12M

ALL OF ME (Piano Diaries)

Listed as Toby Gad, Celina Sharma – ALL OF ME (Piano Diaries) (PIANO DIARIES - THE HITS) · Watch on YouTube

youtube_video Vvad71y4WVw · row Vvad71y4WVw

LAION-DISCO-12M

UNTOUCHED (B.O.M DnB Mix)

Listed as Toby Gad, Johnny Orlando, B.O.M – UNTOUCHED (B.O.M DnB Mix) (UNTOUCHED (B.O.M DnB Mix)) · Watch on YouTube

youtube_video dG6Y66Q07AM · row dG6Y66Q07AM

LAION-DISCO-12M

All of Me

Listed as Toby Gad, Celina Sharma – All of Me (All of Me) · Watch on YouTube

youtube_video e1IW-flWWqA · row e1IW-flWWqA

LAION-DISCO-12M

WHO YOU ARE (Piano Diaries)

Listed as Toby Gad, Louisa Johnson – WHO YOU ARE (Piano Diaries) (WHO YOU ARE (Piano Diaries)) · Watch on YouTube

youtube_video g3mvROFDA-M · row g3mvROFDA-M

LAION-DISCO-12M

SKYSCRAPER (Piano Diaries)

Listed as Toby Gad, Camylio – SKYSCRAPER (Piano Diaries) (SKYSCRAPER (piano diaries)) · Watch on YouTube

youtube_video nfweA1z2Rzg · row nfweA1z2Rzg

LAION-DISCO-12M

BIG GIRLS DON'T CRY (euphoric mix)

Listed as Toby Gad, Victoria Justice – BIG GIRLS DON'T CRY (euphoric mix) (BIG GIRLS DON'T CRY (euphoric mix)) · Watch on YouTube

youtube_video qkxUusR4eOY · row qkxUusR4eOY

LAION-DISCO-12M

IF I WERE A BOY (Piano Diaries)

Listed as Toby Gad, Angelina Jordan – IF I WERE A BOY (Piano Diaries) (IF I WERE A BOY (Piano Diaries)) · Watch on YouTube

youtube_video rYj-h8jI5mI · row rYj-h8jI5mI

LAION-DISCO-12M

UNTOUCHED

Listed as Toby Gad, Johnny Orlando – UNTOUCHED (UNTOUCHED) · Watch on YouTube

youtube_video t2rFE2tRVbI · row t2rFE2tRVbI

LAION-DISCO-12M

RAW (Tropical House Mix)

Listed as Toby Gad, Victoria Justice – RAW (Tropical House Mix) (RAW (Tropical House Mix)) · Watch on YouTube

youtube_video vB88d0iZKfQ · row vB88d0iZKfQ

LAION-DISCO-12M

SKYSCRAPER (Hong Kong Mix)

Listed as Toby Gad, Camylio – SKYSCRAPER (Hong Kong Mix) (SKYSCRAPER (Hong Kong Mix)) · Watch on YouTube

youtube_video zKdFQrkxm58 · row zKdFQrkxm58

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.