YouTrained

Report Melanie Martinez built from the datasets alone

Yes. Melanie Martinez has 86 songs and 4 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 4

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 Suicide Silence-Bludgeoned to death, Suicide Silence-No Pity for a coward, Underneath the Gun- Cutting Ties, Breathing Lies

Used for training 86

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 DEATH, MILK OF THE SIREN, LEECHES

Listed under the artist name 86 songs in LAION-DISCO-12M

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

DEATH

Listed as Melanie Martinez – DEATH (PORTALS) · Watch on YouTube

youtube_video -4P79X-urLM · row -4P79X-urLM

LAION-DISCO-12M

MILK OF THE SIREN

Listed as Melanie Martinez – MILK OF THE SIREN (PORTALS (Deluxe)) · Watch on YouTube

youtube_video -92dl4IUHQQ · row -92dl4IUHQQ

LAION-DISCO-12M

LEECHES

Listed as Melanie Martinez – LEECHES (PORTALS) · Watch on YouTube

youtube_video -K-AXrTLqPU · row -K-AXrTLqPU

LAION-DISCO-12M

Numbers

Listed as Melanie Martinez – Numbers (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video 0ZhL5t4SXTk · row 0ZhL5t4SXTk

LAION-DISCO-12M

Lunchbox Friends

Listed as Melanie Martinez – Lunchbox Friends (K-12) · Watch on YouTube

youtube_video 0vM7nweKJmk · row 0vM7nweKJmk

LAION-DISCO-12M

Notebook

Listed as Melanie Martinez – Notebook (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video 1H9XErcRWWU · row 1H9XErcRWWU

LAION-DISCO-12M

Wheels on the Bus

Listed as Melanie Martinez – Wheels on the Bus (K-12) · Watch on YouTube

youtube_video 2FV-clvIwPI · row 2FV-clvIwPI

LAION-DISCO-12M

VOID (Sped Up Version)

Listed as Melanie Martinez, sped up nightcore – VOID (Sped Up Version) (VOID (Sped Up Version)) · Watch on YouTube

youtube_video 2FqWPQTSovA · row 2FqWPQTSovA

LAION-DISCO-12M

Gingerbread Man

Listed as Melanie Martinez – Gingerbread Man (Gingerbread Man) · Watch on YouTube

youtube_video 2IHcXyYmZu0 · row 2IHcXyYmZu0

LAION-DISCO-12M

PLUTO

Listed as Melanie Martinez – PLUTO (PORTALS (Deluxe)) · Watch on YouTube

youtube_video 2e4SiznTXKU · row 2e4SiznTXKU

LAION-DISCO-12M

Field Trip

Listed as Melanie Martinez – Field Trip (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video 3rFd14KjQlg · row 3rFd14KjQlg

LAION-DISCO-12M

Pacify Her

Listed as Melanie Martinez – Pacify Her (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video 4CVa3z1kt3E · row 4CVa3z1kt3E

LAION-DISCO-12M

Carousel (Eric Sharp Radio Mix)

Listed as Melanie Martinez – Carousel (Eric Sharp Radio Mix) (Carousel (The Remixes)) · Watch on YouTube

youtube_video 4Z9EfLUH7W0 · row 4Z9EfLUH7W0

LAION-DISCO-12M

Soap (Sailors Remix)

Listed as Melanie Martinez – Soap (Sailors Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video 5i7p27n4Lvk · row 5i7p27n4Lvk

LAION-DISCO-12M

Carousel

Listed as Melanie Martinez – Carousel (Dollhouse) · Watch on YouTube

youtube_video 7N_Ro-bYP6E · row 7N_Ro-bYP6E

LAION-DISCO-12M

Alphabet Boy

Listed as Melanie Martinez – Alphabet Boy (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video 80OInCom87A · row 80OInCom87A

LAION-DISCO-12M

Detention

Listed as Melanie Martinez – Detention (K-12) · Watch on YouTube

youtube_video 82s9TxIbnbQ · row 82s9TxIbnbQ

LAION-DISCO-12M

THE CONTORTIONIST

Listed as Melanie Martinez – THE CONTORTIONIST (PORTALS) · Watch on YouTube

youtube_video 8Y3BXWkG-Bk · row 8Y3BXWkG-Bk

LAION-DISCO-12M

Teacher's Pet

Listed as Melanie Martinez – Teacher's Pet (K-12) · Watch on YouTube

youtube_video 8p60STDz_6w · row 8p60STDz_6w

LAION-DISCO-12M

Orange Juice

Listed as Melanie Martinez – Orange Juice (K-12) · Watch on YouTube

youtube_video 983KYWPqszs · row 983KYWPqszs

LAION-DISCO-12M

Play Date

Listed as Melanie Martinez – Play Date (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video 9g6F1D70cEM · row 9g6F1D70cEM

LAION-DISCO-12M

Pity Party (Myles Travitz Remix)

Listed as Melanie Martinez – Pity Party (Myles Travitz Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video AVkZ7l-KbPM · row AVkZ7l-KbPM

LAION-DISCO-12M

Mrs. Potato Head

Listed as Melanie Martinez – Mrs. Potato Head (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video Av8k0aCdw6A · row Av8k0aCdw6A

LAION-DISCO-12M

Dollhouse

Listed as Melanie Martinez – Dollhouse (Dollhouse) · Watch on YouTube

youtube_video BQtv2gkP0io · row BQtv2gkP0io

LAION-DISCO-12M

Pity Party (The Feels Remix)

Listed as Melanie Martinez – Pity Party (The Feels Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video Bmld-Bp6z5Y · row Bmld-Bp6z5Y

LAION-DISCO-12M

POWDER

Listed as Melanie Martinez – POWDER (PORTALS (Deluxe)) · Watch on YouTube

youtube_video DXHSKLGIrrI · row DXHSKLGIrrI

LAION-DISCO-12M

Fire Drill

Listed as Melanie Martinez – Fire Drill (Fire Drill) · Watch on YouTube

youtube_video EnHp2lqvhHI · row EnHp2lqvhHI

LAION-DISCO-12M

Pity Party (K Theory Remix)

Listed as Melanie Martinez – Pity Party (K Theory Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video ExUbYIU8ZGE · row ExUbYIU8ZGE

LAION-DISCO-12M

Play Date

Listed as Melanie Martinez – Play Date (TikTok Songs) · Watch on YouTube

youtube_video EzZQcpqIcWg · row EzZQcpqIcWg

LAION-DISCO-12M

Doll House

Listed as Melanie Martinez – Doll House (EDM Party) · Watch on YouTube

youtube_video FXA1yWWLQo8 · row FXA1yWWLQo8

LAION-DISCO-12M

Hit The Road Jack (The Voice Performance)

Listed as Melanie Martinez – Hit The Road Jack (The Voice Performance) (Hit The Road Jack (The Voice Performance)) · Watch on YouTube

youtube_video GlaYxBKcyWo · row GlaYxBKcyWo

LAION-DISCO-12M

Soap (Luxxury Remix)

Listed as Melanie Martinez – Soap (Luxxury Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video Gt3K5v879KM · row Gt3K5v879KM

LAION-DISCO-12M

WOMB

Listed as Melanie Martinez – WOMB (PORTALS) · Watch on YouTube

youtube_video HAFBY8Wskbk · row HAFBY8Wskbk

LAION-DISCO-12M

Pity Party (Madison Mars Remix)

Listed as Melanie Martinez – Pity Party (Madison Mars Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video LDxAAoNBbHY · row LDxAAoNBbHY

LAION-DISCO-12M

Soap (Jerome Price Remix)

Listed as Melanie Martinez – Soap (Jerome Price Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video MPP8Gmsl1Og · row MPP8Gmsl1Og

LAION-DISCO-12M

Pity Party (Kassiano Remix)

Listed as Melanie Martinez – Pity Party (Kassiano Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video Nr28JGJgzfs · row Nr28JGJgzfs

LAION-DISCO-12M

Teddy Bear

Listed as Melanie Martinez – Teddy Bear (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video QWM5BsDjXuI · row QWM5BsDjXuI

LAION-DISCO-12M

EVIL

Listed as Melanie Martinez – EVIL (PORTALS) · Watch on YouTube

youtube_video QhcLlBWIlEE · row QhcLlBWIlEE

LAION-DISCO-12M

Seven Nation Army (The Voice Performance)

Listed as Melanie Martinez – Seven Nation Army (The Voice Performance) (Seven Nation Army (The Voice Performance)) · Watch on YouTube

youtube_video R9c6YayJOsk · row R9c6YayJOsk

LAION-DISCO-12M

Dead to Me

Listed as Melanie Martinez – Dead to Me (Dollhouse) · Watch on YouTube

youtube_video RfPm4wc1rj4 · row RfPm4wc1rj4

LAION-DISCO-12M

Strawberry Shortcake

Listed as Melanie Martinez – Strawberry Shortcake (K-12) · Watch on YouTube

youtube_video SneWdW4P7cQ · row SneWdW4P7cQ

LAION-DISCO-12M

The Principal

Listed as Melanie Martinez – The Principal (K-12) · Watch on YouTube

youtube_video TmqET0WZZsA · row TmqET0WZZsA

LAION-DISCO-12M

Mad Hatter

Listed as Melanie Martinez – Mad Hatter (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video UaYBbzUXGzM · row UaYBbzUXGzM

LAION-DISCO-12M

Tag, You're It

Listed as Melanie Martinez – Tag, You're It (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video W3CwR9GPjOc · row W3CwR9GPjOc

LAION-DISCO-12M

LIGHT SHOWER

Listed as Melanie Martinez – LIGHT SHOWER (PORTALS) · Watch on YouTube

youtube_video WcEwxk6hZnI · row WcEwxk6hZnI

LAION-DISCO-12M

Cake

Listed as Melanie Martinez – Cake (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video WkMLrMAudzk · row WkMLrMAudzk

LAION-DISCO-12M

Sippy Cup

Listed as Melanie Martinez – Sippy Cup (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video WnJLpABeZD8 · row WnJLpABeZD8

LAION-DISCO-12M

Soap (Gladiator Remix)

Listed as Melanie Martinez – Soap (Gladiator Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video Y13jcS_7AuQ · row Y13jcS_7AuQ

LAION-DISCO-12M

Recess

Listed as Melanie Martinez – Recess (K-12) · Watch on YouTube

youtube_video ZqaH-MXRSac · row ZqaH-MXRSac

LAION-DISCO-12M

Soap

Listed as Melanie Martinez – Soap (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video _RyiXOoDijk · row _RyiXOoDijk

LAION-DISCO-12M

Drama Club

Listed as Melanie Martinez – Drama Club (K-12) · Watch on YouTube

youtube_video _VI7dehRwy0 · row _VI7dehRwy0

LAION-DISCO-12M

The Bakery

Listed as Melanie Martinez – The Bakery (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video b5mUw4wLfZ8 · row b5mUw4wLfZ8

LAION-DISCO-12M

SPIDER WEB

Listed as Melanie Martinez – SPIDER WEB (PORTALS) · Watch on YouTube

youtube_video bf6hlhpsgsg · row bf6hlhpsgsg

LAION-DISCO-12M

Class Fight

Listed as Melanie Martinez – Class Fight (K-12) · Watch on YouTube

youtube_video d5rL9pZO6e0 · row d5rL9pZO6e0

LAION-DISCO-12M

Bittersweet Tragedy

Listed as Melanie Martinez – Bittersweet Tragedy (Dollhouse) · Watch on YouTube

youtube_video f3-mLw9AqhE · row f3-mLw9AqhE

LAION-DISCO-12M

Test Me

Listed as Melanie Martinez – Test Me (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video f5OrLAZKpfY · row f5OrLAZKpfY

LAION-DISCO-12M

Copy Cat (feat. Tierra Whack)

Listed as Melanie Martinez – Copy Cat (feat. Tierra Whack) (Copy Cat) · Watch on YouTube

youtube_video fwCAy90o3Zs · row fwCAy90o3Zs

LAION-DISCO-12M

Toxic (The Voice Performance)

Listed as Melanie Martinez – Toxic (The Voice Performance) (Toxic (The Voice Performance)) · Watch on YouTube

youtube_video gPxcNl-iCUs · row gPxcNl-iCUs

LAION-DISCO-12M

Brain & Heart

Listed as Melanie Martinez – Brain & Heart (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video hoeqmOPUc_g · row hoeqmOPUc_g

LAION-DISCO-12M

Bulletproof (The Voice Performance)

Listed as Melanie Martinez – Bulletproof (The Voice Performance) (Bulletproof (The Voice Performance)) · Watch on YouTube

youtube_video iVXqbyTNJQA · row iVXqbyTNJQA

LAION-DISCO-12M

BATTLE OF THE LARYNX

Listed as Melanie Martinez – BATTLE OF THE LARYNX (PORTALS) · Watch on YouTube

youtube_video iW1djiqFzAk · row iW1djiqFzAk

LAION-DISCO-12M

Pity Party (XVII Remix)

Listed as Melanie Martinez – Pity Party (XVII Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video iqf1VhUFle0 · row iqf1VhUFle0

LAION-DISCO-12M

Nurse's Office

Listed as Melanie Martinez – Nurse's Office (K-12) · Watch on YouTube

youtube_video jC0VO5uJV6w · row jC0VO5uJV6w

LAION-DISCO-12M

NYMPHOLOGY

Listed as Melanie Martinez – NYMPHOLOGY (PORTALS) · Watch on YouTube

youtube_video kZtLeFs5fCA · row kZtLeFs5fCA

LAION-DISCO-12M

Pity Party

Listed as Melanie Martinez – Pity Party (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video kes1QLOU3VI · row kes1QLOU3VI

LAION-DISCO-12M

Too Close (The Voice Performance)

Listed as Melanie Martinez – Too Close (The Voice Performance) (Too Close (The Voice Performance)) · Watch on YouTube

youtube_video lbvhe_zKxNM · row lbvhe_zKxNM

LAION-DISCO-12M

Lights (The Voice Performance)

Listed as Melanie Martinez – Lights (The Voice Performance) (Lights (The Voice Performance)) · Watch on YouTube

youtube_video lcp1raxLR4s · row lcp1raxLR4s

LAION-DISCO-12M

Cry Baby

Listed as Melanie Martinez – Cry Baby (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video mh-E_c6TEv0 · row mh-E_c6TEv0

LAION-DISCO-12M

The Show (The Voice Performance)

Listed as Melanie Martinez – The Show (The Voice Performance) (The Show (The Voice Performance)) · Watch on YouTube

youtube_video mnNhreE0gno · row mnNhreE0gno

LAION-DISCO-12M

Crazy (The Voice Performance)

Listed as Melanie Martinez – Crazy (The Voice Performance) (Crazy (The Voice Performance)) · Watch on YouTube

youtube_video ot3wk0PTwsg · row ot3wk0PTwsg

LAION-DISCO-12M

Soap (Steve James Remix)

Listed as Melanie Martinez – Soap (Steve James Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video pXv4pg4-KKk · row pXv4pg4-KKk

LAION-DISCO-12M

Soap (Stooki Sound Remix)

Listed as Melanie Martinez – Soap (Stooki Sound Remix) (Soap (Remixes)) · Watch on YouTube

youtube_video qD2CCCcQGUo · row qD2CCCcQGUo

LAION-DISCO-12M

VOID

Listed as Melanie Martinez – VOID (PORTALS) · Watch on YouTube

youtube_video rEil8hvXqi0 · row rEil8hvXqi0

LAION-DISCO-12M

Pity Party (Kayliox Remix)

Listed as Melanie Martinez – Pity Party (Kayliox Remix) (Pity Party (Remixes)) · Watch on YouTube

youtube_video sNrxir01w1U · row sNrxir01w1U

LAION-DISCO-12M

Carousel (Bleep Bloop Remix)

Listed as Melanie Martinez – Carousel (Bleep Bloop Remix) (Carousel (The Remixes)) · Watch on YouTube

youtube_video soGsnvYfzFg · row soGsnvYfzFg

LAION-DISCO-12M

Show & Tell

Listed as Melanie Martinez – Show & Tell (K-12) · Watch on YouTube

youtube_video tkjI7eVY0bw · row tkjI7eVY0bw

LAION-DISCO-12M

Play Date

Listed as Melanie Martinez – Play Date (Cry Baby (Deluxe Edition)) · Watch on YouTube

youtube_video tp8WZuJZh8o · row tp8WZuJZh8o

LAION-DISCO-12M

Carousel (SNBRN Remix)

Listed as Melanie Martinez – Carousel (SNBRN Remix) (Carousel (The Remixes)) · Watch on YouTube

youtube_video wkccSUEQPz8 · row wkccSUEQPz8

LAION-DISCO-12M

VOID (Instrumental)

Listed as Melanie Martinez – VOID (Instrumental) (VOID) · Watch on YouTube

youtube_video xLSjpw6dDGI · row xLSjpw6dDGI

LAION-DISCO-12M

TUNNEL VISION

Listed as Melanie Martinez – TUNNEL VISION (PORTALS) · Watch on YouTube

youtube_video xuhIFRdszbM · row xuhIFRdszbM

LAION-DISCO-12M

High School Sweethearts

Listed as Melanie Martinez – High School Sweethearts (K-12) · Watch on YouTube

youtube_video y-8JnM3MJVk · row y-8JnM3MJVk

LAION-DISCO-12M

MOON CYCLE

Listed as Melanie Martinez – MOON CYCLE (PORTALS) · Watch on YouTube

youtube_video yP54cnKzoFI · row yP54cnKzoFI

LAION-DISCO-12M

Cough Syrup (The Voice Performance)

Listed as Melanie Martinez – Cough Syrup (The Voice Performance) (Cough Syrup (The Voice Performance)) · Watch on YouTube

youtube_video yYSfcG1ymYo · row yYSfcG1ymYo

LAION-DISCO-12M

Carousel (Bobby Green Remix)

Listed as Melanie Martinez – Carousel (Bobby Green Remix) (Carousel (The Remixes)) · Watch on YouTube

youtube_video yZ6_GlZYp9s · row yZ6_GlZYp9s

LAION-DISCO-12M

FAERIE SOIRÉE

Listed as Melanie Martinez – FAERIE SOIRÉE (PORTALS) · Watch on YouTube

youtube_video z61w9HxJAb0 · row z61w9HxJAb0

LAION-DISCO-12M

Glued

Listed as Melanie Martinez – Glued (K-12 (After School – Deluxe Edition)) · Watch on YouTube

youtube_video ztmX-bQnvOw · row ztmX-bQnvOw

LAION-DISCO-12M

AudioSet 4 videos, 4 rows

Suicide Silence-No Pity for a coward

Clip 130s to 140s · Open clip on YouTube · Labels: Crowd, Music, Rock music

youtube_video dMsp8XMYAKg · row unbalanced_train:dMsp8XMYAKg:130:140

AudioSetunbalanced_train

Underneath the Gun- Cutting Ties, Breathing Lies

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

youtube_video hcvbpHbB8Qg · row unbalanced_train:hcvbpHbB8Qg: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.

Keep a copy

Provenance

JSON export SHA-256 fa04b160f7d6a1447d8bc7cc9fb6e5e20473acb45e887f821085f86777655ae4

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…