YouTrained

Report Ghost Atlas built from the datasets alone

Yes. Ghost Atlas has 47 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 Ghost Atlas - "Glass Waves" OFFICIAL STREAM, Ghost Atlas - "Skin Cult" OFFICIAL STREAM

Used for training 47

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 Mood Ring, NightDrive, Hideaway

Listed under the artist name 47 songs in LAION-DISCO-12M

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

Mood Ring

Listed as Ghost Atlas – Mood Ring (Gold Soul Coma) · Watch on YouTube

youtube_video 0Mi_SNCuJD8 · row 0Mi_SNCuJD8

LAION-DISCO-12M

NightDrive

Listed as Ghost Atlas – NightDrive (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video 1IZ2KlWTAKM · row 1IZ2KlWTAKM

LAION-DISCO-12M

Hideaway

Listed as Ghost Atlas – Hideaway (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video 2mB_3c16mN8 · row 2mB_3c16mN8

LAION-DISCO-12M

Scouts Honor

Listed as Ghost Atlas – Scouts Honor (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video 4FXmhc3JfJM · row 4FXmhc3JfJM

LAION-DISCO-12M

Vertigo

Listed as Ghost Atlas – Vertigo (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video 5_5dSeR3PV8 · row 5_5dSeR3PV8

LAION-DISCO-12M

Gaps In The Armoire

Listed as Ghost Atlas – Gaps In The Armoire (Gaps In The Armoire) · Watch on YouTube

youtube_video 6TYeKpCRuSs · row 6TYeKpCRuSs

LAION-DISCO-12M

Sleep Therapy

Listed as Ghost Atlas – Sleep Therapy (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video 7HEMGRV3enw · row 7HEMGRV3enw

LAION-DISCO-12M

Tomato Red

Listed as Ghost Atlas – Tomato Red (Dust Of The Human Shape) · Watch on YouTube

youtube_video AFyDpK80Low · row AFyDpK80Low

LAION-DISCO-12M

Demons

Listed as Ghost Atlas – Demons (Gold Soul Coma) · Watch on YouTube

youtube_video Ao1gIWpbU08 · row Ao1gIWpbU08

LAION-DISCO-12M

Sacred Organs

Listed as Ghost Atlas – Sacred Organs (Gold Soul Coma) · Watch on YouTube

youtube_video BfQZ31QTf3s · row BfQZ31QTf3s

LAION-DISCO-12M

Lesser Gods

Listed as Ghost Atlas – Lesser Gods (Lesser Gods) · Watch on YouTube

youtube_video CXYEd6mzJco · row CXYEd6mzJco

LAION-DISCO-12M

Rainmaker

Listed as Ghost Atlas – Rainmaker (Gold Soul Coma) · Watch on YouTube

youtube_video E7FBPRxzjz4 · row E7FBPRxzjz4

LAION-DISCO-12M

Car Crash (Acoustic Version)

Listed as Ghost Atlas – Car Crash (Acoustic Version) (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video EAlkCFnIsGw · row EAlkCFnIsGw

LAION-DISCO-12M

Panorama Daydream

Listed as Ghost Atlas – Panorama Daydream (Dust Of The Human Shape) · Watch on YouTube

youtube_video EZu-s0TPyJ0 · row EZu-s0TPyJ0

LAION-DISCO-12M

Skin Cult

Listed as Ghost Atlas – Skin Cult (Gold Soul Coma) · Watch on YouTube

youtube_video GPixGnB7Z9A · row GPixGnB7Z9A

LAION-DISCO-12M

Cry Wolf

Listed as Ghost Atlas – Cry Wolf (Cry Wolf) · Watch on YouTube

youtube_video J_Nu6--10v0 · row J_Nu6--10v0

LAION-DISCO-12M

Bedsheet Tourniquet

Listed as Ghost Atlas – Bedsheet Tourniquet (Dust Of The Human Shape) · Watch on YouTube

youtube_video Ki-kuPld6y0 · row Ki-kuPld6y0

LAION-DISCO-12M

Mirror Room

Listed as Ghost Atlas – Mirror Room (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video NLL6MnbD4lk · row NLL6MnbD4lk

LAION-DISCO-12M

Glass Waves

Listed as Ghost Atlas – Glass Waves (Gold Soul Coma) · Watch on YouTube

youtube_video NN3mvpENLRY · row NN3mvpENLRY

LAION-DISCO-12M

Elixir of Life (Acoustic Version)

Listed as Ghost Atlas – Elixir of Life (Acoustic Version) (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video OzhUUibYMmY · row OzhUUibYMmY

LAION-DISCO-12M

Seeker (Stretch The Night)

Listed as Ghost Atlas – Seeker (Stretch The Night) (Seeker (Stretch The Night)) · Watch on YouTube

youtube_video Q-_fatHlOEo · row Q-_fatHlOEo

LAION-DISCO-12M

Legs

Listed as Ghost Atlas – Legs (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video R99FqYzS39c · row R99FqYzS39c

LAION-DISCO-12M

Lost Year

Listed as Ghost Atlas – Lost Year (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video R9vycfR3C9k · row R9vycfR3C9k

LAION-DISCO-12M

In The House Of Leaves

Listed as Ghost Atlas – In The House Of Leaves (In The House Of Leaves) · Watch on YouTube

youtube_video SJteJ4RLlu8 · row SJteJ4RLlu8

LAION-DISCO-12M

Technicolor

Listed as Ghost Atlas – Technicolor (Immortal Youth) · Watch on YouTube

youtube_video _YmtQdBSr8I · row _YmtQdBSr8I

LAION-DISCO-12M

Polyphonic Mind

Listed as Ghost Atlas – Polyphonic Mind (Dust Of The Human Shape) · Watch on YouTube

youtube_video aC6Zf4nGKWk · row aC6Zf4nGKWk

LAION-DISCO-12M

Dragging Soul

Listed as Ghost Atlas – Dragging Soul (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video bGDkGWS_qyk · row bGDkGWS_qyk

LAION-DISCO-12M

Wet Noose

Listed as Ghost Atlas – Wet Noose (Immortal Youth) · Watch on YouTube

youtube_video cRDzkAkRkjo · row cRDzkAkRkjo

LAION-DISCO-12M

Midnight Starlet

Listed as Ghost Atlas – Midnight Starlet (Gold Soul Coma) · Watch on YouTube

youtube_video ceClw4R6Unc · row ceClw4R6Unc

LAION-DISCO-12M

Womb of a Wounded Host

Listed as Ghost Atlas – Womb of a Wounded Host (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video fJsrZzLdf_Q · row fJsrZzLdf_Q

LAION-DISCO-12M

All Is in Sync (Acoustic Version)

Listed as Ghost Atlas – All Is in Sync (Acoustic Version) (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video jmCe_UkadMc · row jmCe_UkadMc

LAION-DISCO-12M

Legs (Acoustic Version)

Listed as Ghost Atlas – Legs (Acoustic Version) (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video jxc9Z_MqNw4 · row jxc9Z_MqNw4

LAION-DISCO-12M

Surrogate Lover

Listed as Ghost Atlas – Surrogate Lover (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video kj2YrKd4Rcc · row kj2YrKd4Rcc

LAION-DISCO-12M

All Is in Sync, and There's Nothing Left to Sing About

Listed as Ghost Atlas – All Is in Sync, and There's Nothing Left to Sing About (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video lrjE6kGZUQM · row lrjE6kGZUQM

LAION-DISCO-12M

Fox Rain

Listed as Ghost Atlas – Fox Rain (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video m0XpPcgeuk8 · row m0XpPcgeuk8

LAION-DISCO-12M

Void Voyeur

Listed as Ghost Atlas – Void Voyeur (Dust Of The Human Shape) · Watch on YouTube

youtube_video n7-Pfs2TIDs · row n7-Pfs2TIDs

LAION-DISCO-12M

Death Confetti

Listed as Ghost Atlas – Death Confetti (Dust Of The Human Shape) · Watch on YouTube

youtube_video nYS-6-uAIKI · row nYS-6-uAIKI

LAION-DISCO-12M

Badlands

Listed as Ghost Atlas – Badlands (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video oH2qXLrY8fk · row oH2qXLrY8fk

LAION-DISCO-12M

Elixir of Life

Listed as Ghost Atlas – Elixir of Life (Gold Soul Coma) · Watch on YouTube

youtube_video oZ36A74KWVU · row oZ36A74KWVU

LAION-DISCO-12M

Evermore

Listed as Ghost Atlas – Evermore (Immortal Youth) · Watch on YouTube

youtube_video p4bWB5LBw50 · row p4bWB5LBw50

LAION-DISCO-12M

Little Shell

Listed as Ghost Atlas – Little Shell (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video pNuInE0iRTA · row pNuInE0iRTA

LAION-DISCO-12M

Car Crash

Listed as Ghost Atlas – Car Crash (Immortal Youth) · Watch on YouTube

youtube_video q0Hp0IwTyJ4 · row q0Hp0IwTyJ4

LAION-DISCO-12M

Riding The Blindside

Listed as Ghost Atlas – Riding The Blindside (Dust Of The Human Shape) · Watch on YouTube

youtube_video sR1x2Ax8Ufw · row sR1x2Ax8Ufw

LAION-DISCO-12M

Sacred Organs (Acoustic Version)

Listed as Ghost Atlas – Sacred Organs (Acoustic Version) (Sleep Therapy: An Acoustic Performance) · Watch on YouTube

youtube_video uzQw96p9f3c · row uzQw96p9f3c

LAION-DISCO-12M

My Exorcist

Listed as Ghost Atlas – My Exorcist (Immortal Youth) · Watch on YouTube

youtube_video vbbW3EcEPTM · row vbbW3EcEPTM

LAION-DISCO-12M

Rabid Dog

Listed as Ghost Atlas – Rabid Dog (All Is in Sync, and There's Nothing Left to Sing About) · Watch on YouTube

youtube_video ycp7gaiNcjc · row ycp7gaiNcjc

LAION-DISCO-12M

Dust Of The Human Shape

Listed as Ghost Atlas – Dust Of The Human Shape (Dust Of The Human Shape) · Watch on YouTube

youtube_video zcS6trUWMcA · row zcS6trUWMcA

LAION-DISCO-12M

AudioSet 2 videos, 2 rows

Ghost Atlas - "Glass Waves" OFFICIAL STREAM

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

youtube_video XiTCDO_7gU4 · row unbalanced_train:XiTCDO_7gU4:30:40

AudioSetunbalanced_train

Ghost Atlas - "Skin Cult" OFFICIAL STREAM

Clip 120s to 130s · Open clip on YouTube · Labels: Music, Progressive rock

youtube_video ot3yAVHoMYY · row unbalanced_train:ot3yAVHoMYY:120:130

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 5644a45919738784964499737fab3cea655101e686898973663b31b1d902f201

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…