YouTrained

Report Natalie Weiss built from the datasets alone

Yes. Natalie Weiss has 27 songs and 2 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 2

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 Breaking Down The Riffs w/ Natalie Weiss - "Bleeding Love" with Laura Osnes (Ep.28), Ugly Cry!...Singing too.

Used for training 27

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 Water Runs Dry, Quiet, About One Voice (Commentary)

Listed under the artist name 27 songs in LAION-DISCO-12M

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

Water Runs Dry

Listed as Natalie Weiss – Water Runs Dry (Natalie Weiss) · Watch on YouTube

youtube_video 4ijo8R5SlM8 · row 4ijo8R5SlM8

LAION-DISCO-12M

Quiet

Listed as Natalie Weiss – Quiet (Thirteen Stories Down: The Songs Of Jonathan Reid Gealt) · Watch on YouTube

youtube_video 5LRAJR3Q1Uo · row 5LRAJR3Q1Uo

LAION-DISCO-12M

About One Voice (Commentary)

Listed as Natalie Weiss, Sally Wilfert – About One Voice (Commentary) (One Voice) · Watch on YouTube

youtube_video 7EKu0XaaRKk · row 7EKu0XaaRKk

LAION-DISCO-12M

Only Hope

Listed as Natalie Weiss – Only Hope (Natalie Weiss) · Watch on YouTube

youtube_video 84XU5NGqJIQ · row 84XU5NGqJIQ

LAION-DISCO-12M

You Don't Do It For Me Anymore (feat. Jacob Yates)

Listed as Natalie Weiss – You Don't Do It For Me Anymore (feat. Jacob Yates) (You Don't Do It For Me Anymore) · Watch on YouTube

youtube_video AX5a2j5a61Y · row AX5a2j5a61Y

LAION-DISCO-12M

Mannequin

Listed as Natalie Weiss – Mannequin (Natalie Weiss) · Watch on YouTube

youtube_video DXz5Ms7LhZ4 · row DXz5Ms7LhZ4

LAION-DISCO-12M

The Spark of Creation / Our Time

Listed as Natalie Weiss, Sally Wilfert – The Spark of Creation / Our Time (One Voice) · Watch on YouTube

youtube_video GtuWH82_xH0 · row GtuWH82_xH0

LAION-DISCO-12M

Heart of Stone

Listed as Natalie Weiss – Heart of Stone (Heart of Stone) · Watch on YouTube

youtube_video Hq71icTE_eU · row Hq71icTE_eU

LAION-DISCO-12M

This Christmas

Listed as Natalie Weiss, Jonathan Estabrooks – This Christmas (This Christmas) · Watch on YouTube

youtube_video IvQxyggBMnk · row IvQxyggBMnk

LAION-DISCO-12M

Have Yourself A Merry Little Christmas / The Christmas Song (feat. Natalie Tenenbaum)

Listed as Natalie Weiss – Have Yourself A Merry Little Christmas / The Christmas Song (feat. Natalie Tenenbaum) (Have Yourself A Merry Little Christmas / The Christmas Song) · Watch on YouTube

youtube_video JmiTrhA_P18 · row JmiTrhA_P18

LAION-DISCO-12M

Get Happy / Happy Days Are Here Again

Listed as Natalie Weiss, Sally Wilfert – Get Happy / Happy Days Are Here Again (One Voice) · Watch on YouTube

youtube_video KiOtB0pdOF8 · row KiOtB0pdOF8

LAION-DISCO-12M

Can't Help Falling in Love / What A Wonderful World (feat. Natalie Tenenbaum)

Listed as Natalie Weiss – Can't Help Falling in Love / What A Wonderful World (feat. Natalie Tenenbaum) (Can't Help Falling in Love / What A Wonderful World) · Watch on YouTube

youtube_video M4EuLwv7xJk · row M4EuLwv7xJk

LAION-DISCO-12M

The Distance You Have Come (2014 Version)

Listed as Natalie Weiss – The Distance You Have Come (2014 Version) (Greatest Hits, Vol. One: The Songs of Scott Alan) · Watch on YouTube

youtube_video PTH_fTHl8Ek · row PTH_fTHl8Ek

LAION-DISCO-12M

Like Love

Listed as Jake Wilson, Adam Wachter, Natalie Weiss – Like Love (The Battery's Down (Season 1 / Music from the Hit Series)) · Watch on YouTube

youtube_video Q9YZjK_4-5k · row Q9YZjK_4-5k

LAION-DISCO-12M

Break from the Line

Listed as Joey Contreras, Taylor Louderman, Natalie Weiss – Break from the Line (Break from the Line) · Watch on YouTube

youtube_video REDQFfMtcNQ · row REDQFfMtcNQ

LAION-DISCO-12M

I Choose

Listed as Natalie Weiss – I Choose (Natalie Weiss) · Watch on YouTube

youtube_video UKAFcHJ-oh0 · row UKAFcHJ-oh0

LAION-DISCO-12M

Love Me, Love Me Not

Listed as Natalie Weiss – Love Me, Love Me Not (Love Me, Love Me Not: The Music of Joey Contreras) · Watch on YouTube

youtube_video WwQJSw5jUeM · row WwQJSw5jUeM

LAION-DISCO-12M

How to Return Home

Listed as Natalie Weiss – How to Return Home (Our First Mistake) · Watch on YouTube

youtube_video XVQ-tGpiBaY · row XVQ-tGpiBaY

LAION-DISCO-12M

Astonishing

Listed as Natalie Weiss – Astonishing (Natalie Weiss) · Watch on YouTube

youtube_video ZOM6uSuk_RE · row ZOM6uSuk_RE

LAION-DISCO-12M

There With You (feat. Jason Robert Brown)

Listed as Natalie Weiss – There With You (feat. Jason Robert Brown) (Natalie Weiss) · Watch on YouTube

youtube_video ZTaJJKlyrhg · row ZTaJJKlyrhg

LAION-DISCO-12M

(There's Gotta Be) More to Life

Listed as Natalie Weiss – (There's Gotta Be) More to Life (Natalie Weiss) · Watch on YouTube

youtube_video fJqc0HBiT8s · row fJqc0HBiT8s

LAION-DISCO-12M

Mary, Did You Know?

Listed as Nathan Lucrezio, Natalie Weiss, Marty Thomas, Alex Ortega – Mary, Did You Know? (Mary, Did You Know?) · Watch on YouTube

youtube_video jR2GU2-9KDA · row jR2GU2-9KDA

LAION-DISCO-12M

The Distance You Have Come

Listed as Natalie Weiss – The Distance You Have Come (Keys: The Music of Scott Alan - Special Edition) · Watch on YouTube

youtube_video lazen9hA-9M · row lazen9hA-9M

LAION-DISCO-12M

I Am

Listed as Natalie Weiss, Loren Allred – I Am (I Am) · Watch on YouTube

youtube_video ns0p9N-MKMw · row ns0p9N-MKMw

LAION-DISCO-12M

Genuine (It's Real)

Listed as Michael Mott, Natalie Weiss – Genuine (It's Real) (Abandoned Heart) · Watch on YouTube

youtube_video oEQvewSxClY · row oEQvewSxClY

LAION-DISCO-12M

#SDGGROOVE

Listed as Entertainment for Change, Antonio Cipriano, Natalie Weiss – #SDGGROOVE (#SDGGROOVE) · Watch on YouTube

youtube_video ua0y68pjVfg · row ua0y68pjVfg

LAION-DISCO-12M

I Will Never Leave You

Listed as Natalie Weiss, Sally Wilfert – I Will Never Leave You (One Voice) · Watch on YouTube

youtube_video y4HMmn4EXO4 · row y4HMmn4EXO4

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Breaking Down The Riffs w/ Natalie Weiss - "Bleeding Love" with Laura Osnes (Ep.28)

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

youtube_video 5M06X0hXgfc · row unbalanced_train:5M06X0hXgfc:30:40

AudioSetunbalanced_train

Ugly Cry!...Singing too.

Clip 50s to 60s · Open clip on YouTube · Labels: Singing, Music

youtube_video idxqUvuiuGw · row unbalanced_train:idxqUvuiuGw:50:60

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

Provenance

JSON export SHA-256 f4f41162275719b0ad87f13b5f78f49ab1f0717dc0c5fc1a09416adb98837727

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…