Report Sam Williams built from the datasets alone

Yes. Sam Williams has 45 songs and 1 video 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 1

video 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 KRK RP5/Rokit 5 Bass Test - Dubstep (Noisia)

Used for training 45

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 Scarlet Lonesome, I Hate The Holidays, Blue Christmas

Listed under the artist name 45 songs in LAION-DISCO-12M

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

Scarlet Lonesome

Listed as Sam Williams – Scarlet Lonesome (Act I: Scarlet Lonesome) · Watch on YouTube

youtube_video -y8j82MgpbM · row -y8j82MgpbM

LAION-DISCO-12M

I Hate The Holidays

Listed as Sam Williams – I Hate The Holidays (I Hate The Holidays) · Watch on YouTube

youtube_video 3KWgsEYdoQU · row 3KWgsEYdoQU

LAION-DISCO-12M

Blue Christmas

Listed as Sam Williams – Blue Christmas (Blue Christmas) · Watch on YouTube

youtube_video 6oYBkTOD1co · row 6oYBkTOD1co

LAION-DISCO-12M

Blame 'Em Both

Listed as Sam Williams – Blame 'Em Both (Blame 'Em Both) · Watch on YouTube

youtube_video 8C1czy1hqQU · row 8C1czy1hqQU

LAION-DISCO-12M

American Actress

Listed as Sam Williams – American Actress (American Actress) · Watch on YouTube

youtube_video 952eFGlV9KY · row 952eFGlV9KY

LAION-DISCO-12M

Siren Song

Listed as Sam Williams – Siren Song (Act I: Scarlet Lonesome) · Watch on YouTube

youtube_video DJ39pik8q5A · row DJ39pik8q5A

LAION-DISCO-12M

Pool Shark

Listed as Art Lande, Sam Williams – Pool Shark (Portals) · Watch on YouTube

youtube_video Dgfar5Tf5J4 · row Dgfar5Tf5J4

LAION-DISCO-12M

'Til I Can Make It On My Own

Listed as Sam Williams, Carter Faith – 'Til I Can Make It On My Own ('Til I Can Make It On My Own) · Watch on YouTube

youtube_video E6_jjNTk6nQ · row E6_jjNTk6nQ

LAION-DISCO-12M

The World: Alone

Listed as Sam Williams – The World: Alone (The World: Alone) · Watch on YouTube

youtube_video Ez0brQJ1NX4 · row Ez0brQJ1NX4

LAION-DISCO-12M

Robin's Rest

Listed as Art Lande, Sam Williams – Robin's Rest (Portals) · Watch on YouTube

youtube_video GkQX5Wiy9Yc · row GkQX5Wiy9Yc

LAION-DISCO-12M

Sea Shanty Medley (Shanty Cruise - Landlubber's Lament)

Listed as Art Lande, Sam Williams – Sea Shanty Medley (Shanty Cruise - Landlubber's Lament) (Portals) · Watch on YouTube

youtube_video IJWUQguEFi0 · row IJWUQguEFi0

LAION-DISCO-12M

The Lost Grandchild's Plea (feat. The Local Honeys)

Listed as Sam Williams – The Lost Grandchild's Plea (feat. The Local Honeys) (The Lost Grandchild's Plea) · Watch on YouTube

youtube_video LM_garG0XOg · row LM_garG0XOg

LAION-DISCO-12M

Hodo

Listed as Art Lande, Sam Williams – Hodo (Portals) · Watch on YouTube

youtube_video Lvw99yvyZ4M · row Lvw99yvyZ4M

LAION-DISCO-12M

Portals of Prosperini

Listed as Art Lande, Sam Williams – Portals of Prosperini (Portals) · Watch on YouTube

youtube_video MW12QiMCzHM · row MW12QiMCzHM

LAION-DISCO-12M

Glasshouse Children

Listed as Sam Williams – Glasshouse Children (Glasshouse Children) · Watch on YouTube

youtube_video NOakdgOViLE · row NOakdgOViLE

LAION-DISCO-12M

Happy All the Time (feat. Dolly Parton)

Listed as Sam Williams – Happy All the Time (feat. Dolly Parton) (Happy All the Time) · Watch on YouTube

youtube_video O7GCQsXYWZA · row O7GCQsXYWZA

LAION-DISCO-12M

Understand

Listed as Sam Williams – Understand (Out of the Dark) · Watch on YouTube

youtube_video OwIekWX0Zlc · row OwIekWX0Zlc

LAION-DISCO-12M

Wild Girl

Listed as Sam Williams – Wild Girl (Glasshouse Children) · Watch on YouTube

youtube_video PNoAet9KTpc · row PNoAet9KTpc

LAION-DISCO-12M

Possum Hunting

Listed as Art Lande, Sam Williams – Possum Hunting (Portals) · Watch on YouTube

youtube_video T6atG6M8-PY · row T6atG6M8-PY

LAION-DISCO-12M

Bulleit Blues

Listed as Sam Williams – Bulleit Blues (Glasshouse Children) · Watch on YouTube

youtube_video TjqfEQra5mA · row TjqfEQra5mA

LAION-DISCO-12M

Waitin' for the Fadilla Monga

Listed as Art Lande, Sam Williams – Waitin' for the Fadilla Monga (Portals) · Watch on YouTube

youtube_video VGpvmnzWQkI · row VGpvmnzWQkI

LAION-DISCO-12M

Stars

Listed as Sam Williams – Stars (Out of the Dark) · Watch on YouTube

youtube_video VspZ5Y5Ju0I · row VspZ5Y5Ju0I

LAION-DISCO-12M

I Was Home

Listed as Sam Williams – I Was Home (Act I: Scarlet Lonesome) · Watch on YouTube

youtube_video XJKiI5Q_5P0 · row XJKiI5Q_5P0

LAION-DISCO-12M

Gemini

Listed as Sam Williams – Gemini (Gemini) · Watch on YouTube

youtube_video Y4f_KM-Gmxs · row Y4f_KM-Gmxs

LAION-DISCO-12M

Hopeless Romanticism

Listed as Sam Williams – Hopeless Romanticism (Glasshouse Children) · Watch on YouTube

youtube_video Ztmzs4dp1Pw · row Ztmzs4dp1Pw

LAION-DISCO-12M

Lost Its Allure

Listed as Sam Williams – Lost Its Allure (Lost Its Allure) · Watch on YouTube

youtube_video _ygwz6eg0Qo · row _ygwz6eg0Qo

LAION-DISCO-12M

Tilted Crown

Listed as Sam Williams – Tilted Crown (Glasshouse Children: Tilted Crown) · Watch on YouTube

youtube_video aFj8rpwZJps · row aFj8rpwZJps

LAION-DISCO-12M

Missing The Malice

Listed as Sam Williams – Missing The Malice (Glasshouse Children: Tilted Crown) · Watch on YouTube

youtube_video bIR_15OQCyI · row bIR_15OQCyI

LAION-DISCO-12M

I’m So Lonesome I Could Cry

Listed as Sam Williams – I’m So Lonesome I Could Cry (I’m So Lonesome I Could Cry) · Watch on YouTube

youtube_video eyXvBkOVq0M · row eyXvBkOVq0M

LAION-DISCO-12M

Booker & Paul

Listed as Art Lande, Sam Williams – Booker & Paul (Portals) · Watch on YouTube

youtube_video fX1mkklfTSU · row fX1mkklfTSU

LAION-DISCO-12M

Weatherman

Listed as Sam Williams – Weatherman (Weatherman) · Watch on YouTube

youtube_video gZb_nSjvQyI · row gZb_nSjvQyI

LAION-DISCO-12M

Snow Angels

Listed as Sam Williams – Snow Angels (Snow Angels) · Watch on YouTube

youtube_video ijaFLzWetzI · row ijaFLzWetzI

LAION-DISCO-12M

Can't Fool Your Own Blood

Listed as Sam Williams – Can't Fool Your Own Blood (Can't Fool Your Own Blood) · Watch on YouTube

youtube_video iqFC2xONdDo · row iqFC2xONdDo

LAION-DISCO-12M

Runaway

Listed as Sam Williams – Runaway (Act I: Scarlet Lonesome) · Watch on YouTube

youtube_video j6NoLj0rloc · row j6NoLj0rloc

LAION-DISCO-12M

Heard Mary Jane Praying For Me

Listed as Sam Williams – Heard Mary Jane Praying For Me (Act I: Scarlet Lonesome) · Watch on YouTube

youtube_video kNWOeLm2wAc · row kNWOeLm2wAc

LAION-DISCO-12M

Shuteye

Listed as Sam Williams – Shuteye (Shuteye) · Watch on YouTube

youtube_video pIe5FdXoVIU · row pIe5FdXoVIU

LAION-DISCO-12M

Kids (feat. Keith Urban)

Listed as Sam Williams – Kids (feat. Keith Urban) (Kids) · Watch on YouTube

youtube_video pdGaZsiFlww · row pdGaZsiFlww

LAION-DISCO-12M

Carnival Heart (from Cirque du Soleil Songblazers)

Listed as Sam Williams – Carnival Heart (from Cirque du Soleil Songblazers) (Carnival Heart (from Cirque du Soleil Songblazers)) · Watch on YouTube

youtube_video pgbpNMt_PZk · row pgbpNMt_PZk

LAION-DISCO-12M

Wild Girl (Remix)

Listed as Sam Williams – Wild Girl (Remix) (Glasshouse Children: Tilted Crown) · Watch on YouTube

youtube_video qWNpmIELDpY · row qWNpmIELDpY

LAION-DISCO-12M

Ragdoll

Listed as Sam Williams – Ragdoll (Ragdoll) · Watch on YouTube

youtube_video tQHOP5zCUQg · row tQHOP5zCUQg

LAION-DISCO-12M

The Orchards

Listed as Art Lande, Sam Williams – The Orchards (Portals) · Watch on YouTube

youtube_video tsjUFQaiR8Y · row tsjUFQaiR8Y

LAION-DISCO-12M

Starfish

Listed as Art Lande, Sam Williams – Starfish (Portals) · Watch on YouTube

youtube_video uPZZPc0bYU4 · row uPZZPc0bYU4

LAION-DISCO-12M

10-4

Listed as Sam Williams – 10-4 (10-4) · Watch on YouTube

youtube_video vvEm5EYG2ZA · row vvEm5EYG2ZA

LAION-DISCO-12M

Columbine

Listed as Art Lande, Sam Williams – Columbine (Portals) · Watch on YouTube

youtube_video ycWzxiDx4Fo · row ycWzxiDx4Fo

LAION-DISCO-12M

Darkwater

Listed as Sam Williams – Darkwater (Darkwater) · Watch on YouTube

youtube_video yfhuHbUPQvQ · row yfhuHbUPQvQ

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

KRK RP5/Rokit 5 Bass Test - Dubstep (Noisia)

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

youtube_video FmLiIvRYcBE · row unbalanced_train:FmLiIvRYcBE:30:40

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.

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

Keep a copy

Download the evidence (PDF) JSON Check another name

Share this page https://youtrained.com/r/sam-williams-yt_UCZnrdO9vWCrv85yEUSyXQsg

Provenance

JSON export SHA-256 d413b373a1bb4cb6b215d6dd1c669fd5fdb80f19a7e52d622871347616b6ecd7

Dataset versions indexed

Dataset	File	Rows	Loaded	SHA-256
audioset	balanced_train_segments.csv	8,836	2026-09-24T10:30:36+00:00	`3b83e5ff9ed72cfd…`
audioset	eval_segments.csv	7,848	2026-09-24T10:30:36+00:00	`f7055f53935f70e7…`
audioset	unbalanced_train_segments.csv	1,063,333	2026-09-24T10:30:43+00:00	`bb2dfd5e4f1ced39…`
laion_disco_12m	train-00000-of-00005.parquet	2,464,184	2026-09-24T12:18:19+00:00	`f8b1f0034f8f1e94…`
laion_disco_12m	train-00001-of-00005.parquet	2,464,183	2026-09-24T12:32:29+00:00	`71d78ad14ee3f85d…`
laion_disco_12m	train-00002-of-00005.parquet	2,464,183	2026-09-24T12:49:06+00:00	`0feba570a0e8e73c…`
laion_disco_12m	train-00003-of-00005.parquet	2,464,183	2026-09-24T13:06:37+00:00	`21a77d99fd85ad2f…`
laion_disco_12m	train-00004-of-00005.parquet	2,464,183	2026-09-24T13:24:36+00:00	`6ac5f59958b6b813…`
musiccaps	musiccaps-public.csv	5,521	2026-09-24T10:29:42+00:00	`8cc109ac507b5e5a…`

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.