Report Mark Singleton built from the datasets alone

Yes. Mark Singleton has 17 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 g7th guitar capo demo review by Mark Singleton

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 To Seek Where Shadows Are: II. Dreaming, Let Fall the Windows of Mine Eyes, Blessing

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

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

To Seek Where Shadows Are: II. Dreaming

Listed as Voce, Mark Singleton – To Seek Where Shadows Are: II. Dreaming (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video 1EDQHHps2Z0 · row 1EDQHHps2Z0

LAION-DISCO-12M

Let Fall the Windows of Mine Eyes

Listed as Voce, Mark Singleton – Let Fall the Windows of Mine Eyes (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video 1ySHfeiRpMA · row 1ySHfeiRpMA

LAION-DISCO-12M

Blessing

Listed as Voce, Mark Singleton – Blessing (Blessing) · Watch on YouTube

youtube_video 98lyFvv6gGs · row 98lyFvv6gGs

LAION-DISCO-12M

If Ye Love Me

Listed as Voce, Mark Singleton – If Ye Love Me (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video EGWOFaJhLe8 · row EGWOFaJhLe8

LAION-DISCO-12M

Ave Maris Stella

Listed as Voce, Mark Singleton – Ave Maris Stella (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video HGYJimyuDUA · row HGYJimyuDUA

LAION-DISCO-12M

To Seek Where Shadows Are: I. Dreamland

Listed as Voce, Mark Singleton – To Seek Where Shadows Are: I. Dreamland (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video U_ZYRSLm6xI · row U_ZYRSLm6xI

LAION-DISCO-12M

Jubilate Deo

Listed as Voce, Mark Singleton – Jubilate Deo (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video VSou3puaD98 · row VSou3puaD98

LAION-DISCO-12M

All Wisdom Cometh from the Lord

Listed as Voce, Mark Singleton – All Wisdom Cometh from the Lord (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video ZSThPaue_O0 · row ZSThPaue_O0

LAION-DISCO-12M

Beneath Thy Compassion

Listed as Voce, Mark Singleton – Beneath Thy Compassion (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video bBigmoP-Fp8 · row bBigmoP-Fp8

LAION-DISCO-12M

Behold a Tender Babe

Listed as Voce, Mark Singleton – Behold a Tender Babe (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video elD-7ZxcbfM · row elD-7ZxcbfM

LAION-DISCO-12M

Selwyn Service: II. Nunc Dimittis

Listed as Voce, Mark Singleton – Selwyn Service: II. Nunc Dimittis (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video jtpi6bI9KL0 · row jtpi6bI9KL0

LAION-DISCO-12M

Ave Verum Corpus

Listed as Voce, Mark Singleton – Ave Verum Corpus (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video nlwYvubQbc8 · row nlwYvubQbc8

LAION-DISCO-12M

Selwyn Service: I. Magnificat

Listed as Voce, Mark Singleton – Selwyn Service: I. Magnificat (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video owUkBVOGj1Y · row owUkBVOGj1Y

LAION-DISCO-12M

Let All the World in Every Corner Sing

Listed as Voce, Mark Singleton – Let All the World in Every Corner Sing (Let All the World in Every Corner Sing) · Watch on YouTube

youtube_video pp8CKXRMtBc · row pp8CKXRMtBc

LAION-DISCO-12M

The Beatitudes

Listed as Voce, Mark Singleton – The Beatitudes (The Beatitudes) · Watch on YouTube

youtube_video uYXr34jcaAs · row uYXr34jcaAs

LAION-DISCO-12M

Now Sleeps the Crimson Petal: IV. A Spotless Rose

Listed as Voce, Mark Singleton – Now Sleeps the Crimson Petal: IV. A Spotless Rose (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video wMOHePFU-g8 · row wMOHePFU-g8

LAION-DISCO-12M

To Seek Where Shadows Are: III. In The Bleak Midwinter

Listed as Voce, Mark Singleton – To Seek Where Shadows Are: III. In The Bleak Midwinter (Blessing: The Music of Paul Mealor) · Watch on YouTube

youtube_video zHk-aVl09gk · row zHk-aVl09gk

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

g7th guitar capo demo review by Mark Singleton

Clip 30s to 40s · Open clip on YouTube · Labels: Guitar, Acoustic guitar, Music, Musical instrument, Speech

youtube_video 0hr0cOM7BNk · row unbalanced_train:0hr0cOM7BNk: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/mark-singleton-yt_UCEykkK2ai73I5Omi7ZYD4Jw

Provenance

JSON export SHA-256 947085b99dff59834f70f0279b3826c63fb135136a24a6cded2e6560ca0bd47e

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.