YouTrained

Report Toni Willé Music built from the datasets alone

Yes. Toni Willé Music has 40 songs and 4 videos listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 4

videos in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including The Writing on the Wall - Toni Wille, the voice of Pussycat (Album - New Words to an Old Love Song), Toni Willé from Pussycat Live in concert at the AMERICANA FESTIVAL, LOUGHBOROUGH, UK 2014, What You Do To Me (B side Sweet Music to My Soul 1987) - Toni Willé (Pussycat) courtesy Wim Maassen

Used for training 40

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 Colours, Good Times (Radio Version), I Can't Get Over You

Listed under the artist name 40 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Colours

Listed as Benny Neyman, Toni Willé – Colours (What If I Say Goodbye) · Watch on YouTube

youtube_video 0N9HVy2ktb4 · row 0N9HVy2ktb4

LAION-DISCO-12M

Good Times (Radio Version)

Listed as Toni Wille – Good Times (Radio Version) (Good Times) · Watch on YouTube

youtube_video 0UxdX64mLwM · row 0UxdX64mLwM

LAION-DISCO-12M

I Can't Get Over You

Listed as Toni Willé – I Can't Get Over You (Fantastic Stories) · Watch on YouTube

youtube_video 4gjMbPwFlaw · row 4gjMbPwFlaw

LAION-DISCO-12M

Mississippi (Live)

Listed as Toni Willé – Mississippi (Live) (Mississippi (Live)) · Watch on YouTube

youtube_video 5sC_FeGGtdc · row 5sC_FeGGtdc

LAION-DISCO-12M

Mi Vida Loca

Listed as Benny Neyman, Toni Willé – Mi Vida Loca (Two Piña Coladas) · Watch on YouTube

youtube_video 8Rd7ngi0q58 · row 8Rd7ngi0q58

LAION-DISCO-12M

You Needed Me

Listed as Benny Neyman, Toni Willé – You Needed Me (American Duets) · Watch on YouTube

youtube_video 9GkRHxbS-Ok · row 9GkRHxbS-Ok

LAION-DISCO-12M

Time Slips Away

Listed as Toni Willé – Time Slips Away (Fantastic Stories) · Watch on YouTube

youtube_video AL9X03hZ2L0 · row AL9X03hZ2L0

LAION-DISCO-12M

Oh How I Miss You Tonight

Listed as Benny Neyman, Toni Willé – Oh How I Miss You Tonight (American Duets) · Watch on YouTube

youtube_video AeeUc4zbRuU · row AeeUc4zbRuU

LAION-DISCO-12M

Somewhere in Time

Listed as Toni Willé – Somewhere in Time (Worlds United) · Watch on YouTube

youtube_video B104xoiePbY · row B104xoiePbY

LAION-DISCO-12M

I Wanna Love You

Listed as Toni Willé – I Wanna Love You (Fantastic Stories) · Watch on YouTube

youtube_video B35DguRLQAA · row B35DguRLQAA

LAION-DISCO-12M

Mississippi

Listed as Toni Willé – Mississippi (Impressions (Dedicated to Werner Theunissen)) · Watch on YouTube

youtube_video DcyLBbJTDvo · row DcyLBbJTDvo

LAION-DISCO-12M

Why Oh Why

Listed as Daniel Rae Costello, Toni Willé – Why Oh Why (Let The World Sing) · Watch on YouTube

youtube_video HpAoCyW4DCU · row HpAoCyW4DCU

LAION-DISCO-12M

What I If Say Goodbye

Listed as Benny Neyman, Toni Willé – What I If Say Goodbye (What If I Say Goodbye) · Watch on YouTube

youtube_video JZSeT8rID4Y · row JZSeT8rID4Y

LAION-DISCO-12M

Love By Grace

Listed as Benny Neyman, Toni Willé – Love By Grace (American Duets) · Watch on YouTube

youtube_video K1ASfIPDrEY · row K1ASfIPDrEY

LAION-DISCO-12M

Dreaming of a Christmas With You

Listed as Daniel Rae Costello, Toni Willé – Dreaming of a Christmas With You (Let The World Sing) · Watch on YouTube

youtube_video L0nfjk-S9xs · row L0nfjk-S9xs

LAION-DISCO-12M

What Love Can Do

Listed as Toni Willé – What Love Can Do (Happy) · Watch on YouTube

youtube_video Lb65lNzT3Yo · row Lb65lNzT3Yo

LAION-DISCO-12M

Never Wanna Lose

Listed as Toni Wille – Never Wanna Lose (Top Acts Vol. 8) · Watch on YouTube

youtube_video NFVeNH9AzFQ · row NFVeNH9AzFQ

LAION-DISCO-12M

Doing La Bamba

Listed as Daniel Rae Costello, Toni Willé – Doing La Bamba (Let The World Sing) · Watch on YouTube

youtube_video Nr392ult2fc · row Nr392ult2fc

LAION-DISCO-12M

We'll Put The World Together Again

Listed as Toni Willé, Marco Bakker – We'll Put The World Together Again (Blue Lights) · Watch on YouTube

youtube_video On9WRk23Teo · row On9WRk23Teo

LAION-DISCO-12M

Happy

Listed as Toni Willé – Happy (Happy) · Watch on YouTube

youtube_video QE60WgzNtOw · row QE60WgzNtOw

LAION-DISCO-12M

I Still Remember

Listed as Toni Willé – I Still Remember (Worlds United) · Watch on YouTube

youtube_video VUEpw2EkSN4 · row VUEpw2EkSN4

LAION-DISCO-12M

Doin' la Bamba

Listed as Toni Willé – Doin' la Bamba (Impressions (Dedicated to Werner Theunissen)) · Watch on YouTube

youtube_video XNjAXSTpORg · row XNjAXSTpORg

LAION-DISCO-12M

Fantasy

Listed as Toni Willé – Fantasy (Fantastic Stories) · Watch on YouTube

youtube_video YqCOMDQG4so · row YqCOMDQG4so

LAION-DISCO-12M

Crying Time

Listed as Benny Neyman, Toni Willé – Crying Time (American Duets) · Watch on YouTube

youtube_video ZKyTkh5Qvc0 · row ZKyTkh5Qvc0

LAION-DISCO-12M

On A Bus To St. Cloud

Listed as Benny Neyman, Toni Willé – On A Bus To St. Cloud (American Duets) · Watch on YouTube

youtube_video _erof6-SFoM · row _erof6-SFoM

LAION-DISCO-12M

Georgie

Listed as Daniel Rae Costello, Toni Willé – Georgie (Let The World Sing) · Watch on YouTube

youtube_video cW5dh2DZsf4 · row cW5dh2DZsf4

LAION-DISCO-12M

Emotions

Listed as Daniel Rae Costello, Toni Willé – Emotions (Let The World Sing) · Watch on YouTube

youtube_video dKiqxndQ7jQ · row dKiqxndQ7jQ

LAION-DISCO-12M

Two Pina Coladas

Listed as Benny Neyman, Toni Willé – Two Pina Coladas (Two Piña Coladas) · Watch on YouTube

youtube_video e06-o_24hCk · row e06-o_24hCk

LAION-DISCO-12M

Mother

Listed as Toni Willé – Mother (Worlds United) · Watch on YouTube

youtube_video e9o2iaYkN_I · row e9o2iaYkN_I

LAION-DISCO-12M

I'm Only Dreaming

Listed as Toni Willé – I'm Only Dreaming (Fantastic Stories) · Watch on YouTube

youtube_video gWU-foxg0zM · row gWU-foxg0zM

LAION-DISCO-12M

Impressions

Listed as Toni Willé – Impressions (Impressions (Dedicated to Werner Theunissen)) · Watch on YouTube

youtube_video jJPZCcyBBdQ · row jJPZCcyBBdQ

LAION-DISCO-12M

Fire To Fire

Listed as Benny Neyman, Toni Willé – Fire To Fire (American Duets) · Watch on YouTube

youtube_video jLBGSunMtpc · row jLBGSunMtpc

LAION-DISCO-12M

Light Up The World

Listed as Daniel Rae Costello, Toni Willé – Light Up The World (Let The World Sing) · Watch on YouTube

youtube_video juvFxmCNX7U · row juvFxmCNX7U

LAION-DISCO-12M

Vincent

Listed as Benny Neyman, Toni Willé – Vincent (American Duets) · Watch on YouTube

youtube_video kFMTOXMhrpM · row kFMTOXMhrpM

LAION-DISCO-12M

What's Forever For

Listed as Toni Willé, Marco Bakker – What's Forever For (Blue Lights) · Watch on YouTube

youtube_video lwJCPNeFilE · row lwJCPNeFilE

LAION-DISCO-12M

Let It Be Me

Listed as Benny Neyman, Toni Willé – Let It Be Me (American Duets) · Watch on YouTube

youtube_video oGU9vBuP7dI · row oGU9vBuP7dI

LAION-DISCO-12M

As Long As You Are Mind (Radio Version)

Listed as Toni Wille – As Long As You Are Mind (Radio Version) (Good Times) · Watch on YouTube

youtube_video qaJD0mU1EfA · row qaJD0mU1EfA

LAION-DISCO-12M

Tell Me Baby

Listed as Daniel Rae Costello, Toni Willé – Tell Me Baby (Let The World Sing) · Watch on YouTube

youtube_video r5y9-414TXQ · row r5y9-414TXQ

LAION-DISCO-12M

The Greatest Man I Never Knew

Listed as Benny Neyman, Toni Willé – The Greatest Man I Never Knew (American Duets) · Watch on YouTube

youtube_video w3ACTOKnuKg · row w3ACTOKnuKg

LAION-DISCO-12M

Like a Child

Listed as Toni Willé – Like a Child (Fantastic Stories) · Watch on YouTube

youtube_video yvoulFSnFKk · row yvoulFSnFKk

LAION-DISCO-12M

AudioSet 4 videos, 4 rows

The Writing on the Wall - Toni Wille, the voice of Pussycat (Album - New Words to an Old Love Song)

Clip 30s to 40s · Open clip on YouTube · Labels: Music

youtube_video 0Lga3K9nSTg · row unbalanced_train:0Lga3K9nSTg:30:40

AudioSetunbalanced_train

Toni Willé from Pussycat Live in concert at the AMERICANA FESTIVAL, LOUGHBOROUGH, UK 2014

Clip 390s to 400s · Open clip on YouTube · Labels: Music, Pop music, Rock and roll, Speech

youtube_video 0bBptU3Cj80 · row unbalanced_train:0bBptU3Cj80:390:400

AudioSetunbalanced_train

What You Do To Me (B side Sweet Music to My Soul 1987) - Toni Willé (Pussycat) courtesy Wim Maassen

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Soul music

youtube_video wPfnI9AsCig · row unbalanced_train:wPfnI9AsCig:30:40

AudioSetunbalanced_train

Motown Medleys from Toni Willé and her sisters (Pussycat) - Broons sessie 1984 (Rare clips)

Clip 80s to 90s · Open clip on YouTube · Labels: Singing, Music, Inside, large room or hall

youtube_video zIRtXb16ZAg · row unbalanced_train:zIRtXb16ZAg:80:90

AudioSetunbalanced_train

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.

Keep a copy

Download the evidence (PDF) JSON Check another name

Provenance

JSON export SHA-256 3393fb4847ee2cdc6450b0fcffef61ed071bcb5c6cdf5e01f58c588274e0adbe

Dataset versions indexed
DatasetFileRowsLoadedSHA-256
audiosetbalanced_train_segments.csv8,8362026-09-24T10:30:36+00:003b83e5ff9ed72cfd…
audioseteval_segments.csv7,8482026-09-24T10:30:36+00:00f7055f53935f70e7…
audiosetunbalanced_train_segments.csv1,063,3332026-09-24T10:30:43+00:00bb2dfd5e4f1ced39…
laion_disco_12mtrain-00000-of-00005.parquet2,464,1842026-09-24T12:18:19+00:00f8b1f0034f8f1e94…
laion_disco_12mtrain-00001-of-00005.parquet2,464,1832026-09-24T12:32:29+00:0071d78ad14ee3f85d…
laion_disco_12mtrain-00002-of-00005.parquet2,464,1832026-09-24T12:49:06+00:000feba570a0e8e73c…
laion_disco_12mtrain-00003-of-00005.parquet2,464,1832026-09-24T13:06:37+00:0021a77d99fd85ad2f…
laion_disco_12mtrain-00004-of-00005.parquet2,464,1832026-09-24T13:24:36+00:006ac5f59958b6b813…
musiccapsmusiccaps-public.csv5,5212026-09-24T10:29:42+00:008cc109ac507b5e5a…

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. This report is informational and is not legal advice. It shows that identifiers matching your work are present in the named public research datasets; it does not establish how any particular company used them. If you are the subject of this page and want it removed, see removals.