Report singularity built from the datasets alone

Yes. singularity has 35 songs and 3 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 3

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 Classical masterpiece - Bloch violin sonata, part 2, Classical masterpiece - Bloch violin sonata, part 1, Mendelssohn Violin concerto in e-moll, 1st mov. Part 1 of 2

Used for training 35

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 Spunk, Space, Increment

Listed under the artist name 35 songs in LAION-DISCO-12M

Singularity 34 songs

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

Spunk

Listed as Singularity – Spunk (Spunk) · Watch on YouTube

youtube_video -UYoIZZ4s_4 · row -UYoIZZ4s_4

LAION-DISCO-12M

Space

Listed as Singularity – Space (Phoenix) · Watch on YouTube

youtube_video 1upvqKllq6c · row 1upvqKllq6c

LAION-DISCO-12M

Increment

Listed as Singularity – Increment (Increment) · Watch on YouTube

youtube_video 3umLjQ8TjMw · row 3umLjQ8TjMw

LAION-DISCO-12M

Rumpus

Listed as Singularity – Rumpus (Phoenix) · Watch on YouTube

youtube_video 41oSqYmfrPw · row 41oSqYmfrPw

LAION-DISCO-12M

Voyage

Listed as Singularity – Voyage (Phoenix) · Watch on YouTube

youtube_video 5NCI8LaXPWU · row 5NCI8LaXPWU

LAION-DISCO-12M

Ooh

Listed as Singularity – Ooh (Spunk) · Watch on YouTube

youtube_video 7_WMzc4VGJ0 · row 7_WMzc4VGJ0

LAION-DISCO-12M

March

Listed as Singularity – March (Housten) · Watch on YouTube

youtube_video ArxxQO6ije0 · row ArxxQO6ije0

LAION-DISCO-12M

Dissonant

Listed as Singularity – Dissonant (Dissonant) · Watch on YouTube

youtube_video EpD-lERlNAM · row EpD-lERlNAM

LAION-DISCO-12M

March Of the Elephants

Listed as Singularity – March Of the Elephants (March Of the Elephants) · Watch on YouTube

youtube_video HXBinFMOQqU · row HXBinFMOQqU

LAION-DISCO-12M

Mad Sounds (Rework)

Listed as Singularity – Mad Sounds (Rework) (Mad Sounds (Rework)) · Watch on YouTube

youtube_video IIfKBftySdo · row IIfKBftySdo

LAION-DISCO-12M

Pump

Listed as Singularity – Pump (Phoenix) · Watch on YouTube

youtube_video JSHxm1YNsyc · row JSHxm1YNsyc

LAION-DISCO-12M

Phoenix

Listed as Singularity – Phoenix (Phoenix) · Watch on YouTube

youtube_video MWR3I7mLlzU · row MWR3I7mLlzU

LAION-DISCO-12M

Heart Attack

Listed as Singularity – Heart Attack (Heart Attack) · Watch on YouTube

youtube_video Mn9iNsPG8Qs · row Mn9iNsPG8Qs

LAION-DISCO-12M

Chet

Listed as Singularity – Chet (Housten) · Watch on YouTube

youtube_video QKLJiKzQO7k · row QKLJiKzQO7k

LAION-DISCO-12M

Ride

Listed as Singularity – Ride (Housten) · Watch on YouTube

youtube_video QNcIPpE47Uw · row QNcIPpE47Uw

LAION-DISCO-12M

Distant

Listed as Singularity – Distant (Spunk) · Watch on YouTube

youtube_video RGKgihqVJoc · row RGKgihqVJoc

LAION-DISCO-12M

Rooftop Sonata

Listed as Singularity – Rooftop Sonata (Rooftop Sonata) · Watch on YouTube

youtube_video S50qJeCkLY4 · row S50qJeCkLY4

LAION-DISCO-12M

Ethereal Swing

Listed as Singularity – Ethereal Swing (Ethereal Swing) · Watch on YouTube

youtube_video TrpVMOxVyKo · row TrpVMOxVyKo

LAION-DISCO-12M

You Are Alive

Listed as Singularity – You Are Alive (Housten) · Watch on YouTube

youtube_video _vs_MDTEHeg · row _vs_MDTEHeg

LAION-DISCO-12M

Ripple

Listed as Singularity – Ripple (Ripple) · Watch on YouTube

youtube_video cTbQtxAdjBA · row cTbQtxAdjBA

LAION-DISCO-12M

Home

Listed as Singularity – Home (Spunk) · Watch on YouTube

youtube_video ig--T0PFSJ8 · row ig--T0PFSJ8

LAION-DISCO-12M

Human Infection

Listed as Singularity – Human Infection (Housten) · Watch on YouTube

youtube_video jB_BFPu8W90 · row jB_BFPu8W90

LAION-DISCO-12M

Wobbly

Listed as Singularity – Wobbly (Housten) · Watch on YouTube

youtube_video jQ8U-oLh8do · row jQ8U-oLh8do

LAION-DISCO-12M

One

Listed as Singularity – One (Spunk) · Watch on YouTube

youtube_video lbWZzw7-56g · row lbWZzw7-56g

LAION-DISCO-12M

Overload

Listed as Singularity – Overload (Housten) · Watch on YouTube

youtube_video lglK-ivO-Yg · row lglK-ivO-Yg

LAION-DISCO-12M

Incoming Transmission

Listed as Singularity – Incoming Transmission (Housten) · Watch on YouTube

youtube_video m4jnbPWkR1E · row m4jnbPWkR1E

LAION-DISCO-12M

Hyperspeed

Listed as Singularity – Hyperspeed (Spunk) · Watch on YouTube

youtube_video mhIz08tfM2w · row mhIz08tfM2w

LAION-DISCO-12M

Housten

Listed as Singularity – Housten (Housten) · Watch on YouTube

youtube_video nhagb6sJl5U · row nhagb6sJl5U

LAION-DISCO-12M

Heartbeat

Listed as Singularity – Heartbeat (Housten) · Watch on YouTube

youtube_video r6QDD586AOw · row r6QDD586AOw

LAION-DISCO-12M

Walker

Listed as Singularity – Walker (Phoenix) · Watch on YouTube

youtube_video rbUl6dS7uyo · row rbUl6dS7uyo

LAION-DISCO-12M

Ducks

Listed as Singularity – Ducks (Phoenix) · Watch on YouTube

youtube_video s_Xh51lrsGY · row s_Xh51lrsGY

LAION-DISCO-12M

Acid

Listed as Singularity – Acid (Phoenix) · Watch on YouTube

youtube_video wMZEUJdy_68 · row wMZEUJdy_68

LAION-DISCO-12M

Acid Walk

Listed as Singularity – Acid Walk (Acid Walk) · Watch on YouTube

youtube_video wNELQBB5TWs · row wNELQBB5TWs

LAION-DISCO-12M

Mad Sounds

Listed as Singularity – Mad Sounds (Spunk) · Watch on YouTube

youtube_video yJwL4Hc0XwI · row yJwL4Hc0XwI

LAION-DISCO-12M

Singularity 1 songs

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

Vain (SirensCeol Remix)

Listed as Singularity, SirensCeol – Vain (SirensCeol Remix) (Rift Remix EP) · Watch on YouTube

youtube_video bHGsoVR81UQ · row bHGsoVR81UQ

LAION-DISCO-12M

AudioSet 3 videos, 3 rows

Classical masterpiece - Bloch violin sonata, part 2

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Violin, fiddle

youtube_video LgHSYbntRUg · row unbalanced_train:LgHSYbntRUg:30:40

AudioSetunbalanced_train

Classical masterpiece - Bloch violin sonata, part 1

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Musical instrument, Violin, fiddle

youtube_video OAmhnjzpRyM · row unbalanced_train:OAmhnjzpRyM:30:40

AudioSetunbalanced_train

Mendelssohn Violin concerto in e-moll, 1st mov. Part 1 of 2

Clip 400s to 410s · Open clip on YouTube · Labels: String section, Music, Musical instrument, Keyboard (musical), Violin, fiddle, Bowed string instrument

youtube_video PN3fa-z3NA4 · row unbalanced_train:PN3fa-z3NA4:400:410

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/singularity-yt_UCsRa6H-00uddr7k8oYQN86A

Provenance

JSON export SHA-256 d801843a65acbe1011f3693ead340451c111a124967b32b78e9657ea76d19795

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.