YouTrained

Artist Tori V on YouTube Music

Yes. Tori V has 17 songs listed in a dataset used to train AI music models.

Used for training 17

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 Pigtails, This Song, Lala Land

Listed under the artist name 17 songs in LAION-DISCO-12M

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

Pigtails

Listed as Tori V – Pigtails (Pigtails) · Watch on YouTube

youtube_video 3JW4ewjYV14 · row 3JW4ewjYV14

LAION-DISCO-12M

This Song

Listed as Tori V – This Song (American Beauty) · Watch on YouTube

youtube_video 7Qy9i2Zc35c · row 7Qy9i2Zc35c

LAION-DISCO-12M

Lala Land

Listed as Tori V – Lala Land (Lala Land) · Watch on YouTube

youtube_video A8dph7xs1kk · row A8dph7xs1kk

LAION-DISCO-12M

John Doe

Listed as Tori V – John Doe (John Doe) · Watch on YouTube

youtube_video JTrIXs0uh_Y · row JTrIXs0uh_Y

LAION-DISCO-12M

Houdini (feat. Ryn)

Listed as Tori V – Houdini (feat. Ryn) (Houdini) · Watch on YouTube

youtube_video JtjGDI2J4O8 · row JtjGDI2J4O8

LAION-DISCO-12M

Short Shorts

Listed as Tori V – Short Shorts (American Beauty) · Watch on YouTube

youtube_video LSqTkngKbv4 · row LSqTkngKbv4

LAION-DISCO-12M

Honeybee

Listed as Tori V – Honeybee (Honeybee) · Watch on YouTube

youtube_video Q5u39z56i0Q · row Q5u39z56i0Q

LAION-DISCO-12M

Barbie Girl (Bonus Mix)

Listed as Tori V – Barbie Girl (Bonus Mix) (American Beauty) · Watch on YouTube

youtube_video VXq-fyxxIpQ · row VXq-fyxxIpQ

LAION-DISCO-12M

Amazing

Listed as Tori V – Amazing (American Beauty) · Watch on YouTube

youtube_video Yz-AqPb0b3c · row Yz-AqPb0b3c

LAION-DISCO-12M

Bad Habit

Listed as Tori V – Bad Habit (Bad Habit) · Watch on YouTube

youtube_video aaalam6DCT0 · row aaalam6DCT0

LAION-DISCO-12M

Hide n Seek

Listed as Tori V – Hide n Seek (Hide n Seek) · Watch on YouTube

youtube_video asOZ8zV3qvI · row asOZ8zV3qvI

LAION-DISCO-12M

Barbie Girl

Listed as Tori V – Barbie Girl (Barbie Girl) · Watch on YouTube

youtube_video diqkaqVMBeg · row diqkaqVMBeg

LAION-DISCO-12M

Echo

Listed as Tori V – Echo (American Beauty) · Watch on YouTube

youtube_video eZY7uZgRN5U · row eZY7uZgRN5U

LAION-DISCO-12M

American Beauty Interlude

Listed as Tori V – American Beauty Interlude (American Beauty) · Watch on YouTube

youtube_video fREFiBDZdYY · row fREFiBDZdYY

LAION-DISCO-12M

Pink Christmas

Listed as Tori V – Pink Christmas (Pink Christmas) · Watch on YouTube

youtube_video l6J2s5aXu7Y · row l6J2s5aXu7Y

LAION-DISCO-12M

Barbie Girl (feat. Aaron Doh)

Listed as Tori V – Barbie Girl (feat. Aaron Doh) (Barbie Girl) · Watch on YouTube

youtube_video obWO7Btbvoc · row obWO7Btbvoc

LAION-DISCO-12M

Short Shorts Intro Skit

Listed as Tori V – Short Shorts Intro Skit (American Beauty) · Watch on YouTube

youtube_video vs_c3a3pBZE · row vs_c3a3pBZE

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.

Is this you?