Report Melanie Espinosa built from the datasets alone

Yes. Melanie Espinosa has 83 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 Complicated - Avril Lavigne (ukelele cover by Melanie Espinosa)

Used for training 83

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 Clandestino, Mocca, Ambiente

Listed under the artist name 83 songs in LAION-DISCO-12M

Melanie Espinosa 82 songs

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

Clandestino

Listed as Melanie Espinosa – Clandestino (Clandestino) · Watch on YouTube

youtube_video -bKp5ShD-3c · row -bKp5ShD-3c

LAION-DISCO-12M

Mocca

Listed as Melanie Espinosa – Mocca (Mocca) · Watch on YouTube

youtube_video 05Zncltph-4 · row 05Zncltph-4

LAION-DISCO-12M

Ambiente

Listed as Melanie Espinosa – Ambiente (Ambiente) · Watch on YouTube

youtube_video 06vhXcIW7CA · row 06vhXcIW7CA

LAION-DISCO-12M

La Boca

Listed as Melanie Espinosa – La Boca (La Boca) · Watch on YouTube

youtube_video 0Izhi-I86bI · row 0Izhi-I86bI

LAION-DISCO-12M

Me Niego

Listed as Melanie Espinosa – Me Niego (Me Niego) · Watch on YouTube

youtube_video 161Ui5RBQ1A · row 161Ui5RBQ1A

LAION-DISCO-12M

Cristina

Listed as Melanie Espinosa – Cristina (Cristina) · Watch on YouTube

youtube_video 1H089swMld0 · row 1H089swMld0

LAION-DISCO-12M

DESPECHÁ

Listed as Melanie Espinosa – DESPECHÁ (DESPECHÁ) · Watch on YouTube

youtube_video 1YXxXsM6lzs · row 1YXxXsM6lzs

LAION-DISCO-12M

Échame La Culpa

Listed as Melanie Espinosa – Échame La Culpa (Échame la culpa) · Watch on YouTube

youtube_video 21uU7TIaamQ · row 21uU7TIaamQ

LAION-DISCO-12M

Me Fascina

Listed as Melanie Espinosa – Me Fascina (El Amante) · Watch on YouTube

youtube_video 3FwDvnfgxNY · row 3FwDvnfgxNY

LAION-DISCO-12M

China

Listed as Melanie Espinosa – China (China) · Watch on YouTube

youtube_video 3zdiity0BIc · row 3zdiity0BIc

LAION-DISCO-12M

Ropa Cara

Listed as Melanie Espinosa – Ropa Cara (Ropa Cara) · Watch on YouTube

youtube_video 4hgLJ5fFOWw · row 4hgLJ5fFOWw

LAION-DISCO-12M

Dejalo

Listed as Melanie Espinosa – Dejalo (Dejalo) · Watch on YouTube

youtube_video 6VSMcRytCQ0 · row 6VSMcRytCQ0

LAION-DISCO-12M

Otro Trago

Listed as Melanie Espinosa – Otro Trago (Otro Trago) · Watch on YouTube

youtube_video 6XXlMw0VD8w · row 6XXlMw0VD8w

LAION-DISCO-12M

Preguntas

Listed as Melanie Espinosa – Preguntas (Preguntas) · Watch on YouTube

youtube_video 6_dIXt7aAWA · row 6_dIXt7aAWA

LAION-DISCO-12M

La Difícil

Listed as Melanie Espinosa – La Difícil (La Difícil) · Watch on YouTube

youtube_video 7_AZxLVxu7Y · row 7_AZxLVxu7Y

LAION-DISCO-12M

Ya No Tiene Novio

Listed as Melanie Espinosa – Ya No Tiene Novio (Ya No Tiene Novio) · Watch on YouTube

youtube_video 8qKce5ms644 · row 8qKce5ms644

LAION-DISCO-12M

Diccionario Femenino

Listed as Melanie Espinosa – Diccionario Femenino (Diccionario Femenino) · Watch on YouTube

youtube_video 9Vqj7TEO9js · row 9Vqj7TEO9js

LAION-DISCO-12M

Taki Taki

Listed as Melanie Espinosa – Taki Taki (Taki Taki) · Watch on YouTube

youtube_video 9okDzMFLIsI · row 9okDzMFLIsI

LAION-DISCO-12M

Date la Vuelta

Listed as Melanie Espinosa – Date la Vuelta (Date la Vuelta) · Watch on YouTube

youtube_video A7xKjwHEDoY · row A7xKjwHEDoY

LAION-DISCO-12M

Se Vuelve Loca

Listed as Melanie Espinosa – Se Vuelve Loca (Se Vuelve Loca) · Watch on YouTube

youtube_video ABzKMCWEFUY · row ABzKMCWEFUY

LAION-DISCO-12M

Sin Pijama

Listed as Melanie Espinosa – Sin Pijama (Sin Pijama) · Watch on YouTube

youtube_video AbvRBGZVxPg · row AbvRBGZVxPg

LAION-DISCO-12M

BESO

Listed as Melanie Espinosa – BESO (BESO) · Watch on YouTube

youtube_video ApB9Zd-vavc · row ApB9Zd-vavc

LAION-DISCO-12M

CNCOWNERS ROAST YOURSELF

Listed as Melanie Espinosa – CNCOWNERS ROAST YOURSELF (CNCOWNERS ROAST YOURSELF) · Watch on YouTube

youtube_video BJSSPnI2NLk · row BJSSPnI2NLk

LAION-DISCO-12M

Destino

Listed as Melanie Espinosa – Destino (Destino) · Watch on YouTube

youtube_video BZznFI9H5lg · row BZznFI9H5lg

LAION-DISCO-12M

Ocean

Listed as Melanie Espinosa – Ocean (Ocean) · Watch on YouTube

youtube_video Bc2wmP0PThI · row Bc2wmP0PThI

LAION-DISCO-12M

Otro Trago- Remix

Listed as Melanie Espinosa – Otro Trago- Remix (Otro Trago- Remix) · Watch on YouTube

youtube_video BjrtrVBckBQ · row BjrtrVBckBQ

LAION-DISCO-12M

La Playa (Remix)

Listed as Melanie Espinosa – La Playa (Remix) (La Playa (Remix)) · Watch on YouTube

youtube_video E6wc-2kE204 · row E6wc-2kE204

LAION-DISCO-12M

Vaina Loca

Listed as Melanie Espinosa – Vaina Loca (Vaina Loca) · Watch on YouTube

youtube_video EBcCym_tMOo · row EBcCym_tMOo

LAION-DISCO-12M

Si Veo a Tu Mamá

Listed as Melanie Espinosa – Si Veo a Tu Mamá (Si Veo a Tu Mamá) · Watch on YouTube

youtube_video EFfRsE9Ee9Y · row EFfRsE9Ee9Y

LAION-DISCO-12M

MIENTRAS ME CURO DEL CORA

Listed as Melanie Espinosa – MIENTRAS ME CURO DEL CORA (MIENTRAS ME CURO DEL CORA) · Watch on YouTube

youtube_video ET-8lcT8vpI · row ET-8lcT8vpI

LAION-DISCO-12M

Sirena

Listed as Melanie Espinosa – Sirena (Sirena) · Watch on YouTube

youtube_video E_q-mKhJNhQ · row E_q-mKhJNhQ

LAION-DISCO-12M

Rojo

Listed as Melanie Espinosa – Rojo (Rojo) · Watch on YouTube

youtube_video EszBgO6xFyY · row EszBgO6xFyY

LAION-DISCO-12M

Solo De Mi

Listed as Melanie Espinosa – Solo De Mi (Solo De Mi) · Watch on YouTube

youtube_video FAyrgsdvAIo · row FAyrgsdvAIo

LAION-DISCO-12M

Vuelves

Listed as Melanie Espinosa – Vuelves (Vuelves) · Watch on YouTube

youtube_video G_3iCdsArHk · row G_3iCdsArHk

LAION-DISCO-12M

Bonita

Listed as Melanie Espinosa – Bonita (Nadie te amara como yo) · Watch on YouTube

youtube_video I55WlZw1hFc · row I55WlZw1hFc

LAION-DISCO-12M

Señorita

Listed as Melanie Espinosa – Señorita (Señorita) · Watch on YouTube

youtube_video IZQlNHgVYXw · row IZQlNHgVYXw

LAION-DISCO-12M

Loco

Listed as Melanie Espinosa – Loco (Loco) · Watch on YouTube

youtube_video JsrLxNk5eZs · row JsrLxNk5eZs

LAION-DISCO-12M

A Partir De Hoy

Listed as Melanie Espinosa – A Partir De Hoy (A partir de Hoy) · Watch on YouTube

youtube_video KPul4kVv19A · row KPul4kVv19A

LAION-DISCO-12M

Prendete

Listed as Melanie Espinos – Prendete (Prendete) · Watch on YouTube

youtube_video KQw7R_01fIQ · row KQw7R_01fIQ

LAION-DISCO-12M

Por Perro

Listed as Melanie Espinosa – Por Perro (Por Perro) · Watch on YouTube

youtube_video L5nkGYwlaM4 · row L5nkGYwlaM4

LAION-DISCO-12M

No Te Vayas

Listed as Melanie Espinosa – No Te Vayas (No Te Vayas) · Watch on YouTube

youtube_video MGu9OQZQOb4 · row MGu9OQZQOb4

LAION-DISCO-12M

Qué Más Pues - Remix

Listed as Melanie Espinosa – Qué Más Pues - Remix (Qué Más Pues - Remix) · Watch on YouTube

youtube_video NThh_pLFykk · row NThh_pLFykk

LAION-DISCO-12M

cuando Te Besé

Listed as Melanie Espinosa – cuando Te Besé (Cuando Te Besé) · Watch on YouTube

youtube_video RlCFa8o20zY · row RlCFa8o20zY

LAION-DISCO-12M

Más Fuerte

Listed as Melanie Espinosa – Más Fuerte (amantes de una noche) · Watch on YouTube

youtube_video S0zaQybxHt0 · row S0zaQybxHt0

LAION-DISCO-12M

Soltera

Listed as Melanie Espinosa – Soltera (Soltera) · Watch on YouTube

youtube_video SrsJxBBIkoA · row SrsJxBBIkoA

LAION-DISCO-12M

Ya Para Qué

Listed as Melanie Espinosa – Ya Para Qué (Ya Para Qué) · Watch on YouTube

youtube_video TBbE5aLhlRk · row TBbE5aLhlRk

LAION-DISCO-12M

Un Año

Listed as Melanie Espinosa – Un Año (Un Año) · Watch on YouTube

youtube_video TP2JJyRffTM · row TP2JJyRffTM

LAION-DISCO-12M

LA NOCHE DE ANOCHE

Listed as Melanie Espinosa – LA NOCHE DE ANOCHE (LA NOCHE DE ANOCHE) · Watch on YouTube

youtube_video TWvHkYh8p7M · row TWvHkYh8p7M

LAION-DISCO-12M

Embustera

Listed as Melanie Espinosa – Embustera (Embustera) · Watch on YouTube

youtube_video TzmKGKSLAVI · row TzmKGKSLAVI

LAION-DISCO-12M

No hay nadie más

Listed as Melanie Espinosa – No hay nadie más (No hay nadie más) · Watch on YouTube

youtube_video U3TbmQlRoDA · row U3TbmQlRoDA

LAION-DISCO-12M

Calypso

Listed as Melanie Espinosa – Calypso (Calypso) · Watch on YouTube

youtube_video UOVheiomI-c · row UOVheiomI-c

LAION-DISCO-12M

Pretend

Listed as Melanie Espinosa – Pretend (Pretend) · Watch on YouTube

youtube_video Yo90EXDes70 · row Yo90EXDes70

LAION-DISCO-12M

La Respuesta

Listed as Melanie Espinosa – La Respuesta (La Respuesta) · Watch on YouTube

youtube_video YxBhHKZ5W-o · row YxBhHKZ5W-o

LAION-DISCO-12M

Dura

Listed as Melanie Espinosa – Dura (Dura) · Watch on YouTube

youtube_video Z9tYZ0QjfFQ · row Z9tYZ0QjfFQ

LAION-DISCO-12M

Tattoo - Remix

Listed as Melanie Espinosa – Tattoo - Remix (Tattoo - Remix) · Watch on YouTube

youtube_video _2QwfDzy0u8 · row _2QwfDzy0u8

LAION-DISCO-12M

X

Listed as Melanie Espinosa – X (X) · Watch on YouTube

youtube_video _aimraw8dYc · row _aimraw8dYc

LAION-DISCO-12M

Entre Nosotros (Remix)

Listed as Melanie Espinosa – Entre Nosotros (Remix) (Entre Nosotros (Remix)) · Watch on YouTube

youtube_video _cviasT3-ow · row _cviasT3-ow

LAION-DISCO-12M

Culpables

Listed as Melanie Espinosa – Culpables (Culpables) · Watch on YouTube

youtube_video aVPH0xbobMI · row aVPH0xbobMI

LAION-DISCO-12M

LOCATION

Listed as Melanie Espinosa – LOCATION (LOCATION) · Watch on YouTube

youtube_video afxWm-rbn68 · row afxWm-rbn68

LAION-DISCO-12M

Tacones Rojos

Listed as Melanie Espinosa – Tacones Rojos (Tacones Rojos) · Watch on YouTube

youtube_video c3bUOc5j7D4 · row c3bUOc5j7D4

LAION-DISCO-12M

Dices Que te Vas

Listed as Melanie Espinosa – Dices Que te Vas (Dices Que te Vas) · Watch on YouTube

youtube_video c4VoxtmNgCs · row c4VoxtmNgCs

LAION-DISCO-12M

Vuelve

Listed as Melanie Espinosa – Vuelve (Vuelve) · Watch on YouTube

youtube_video ccPUgHViKO8 · row ccPUgHViKO8

LAION-DISCO-12M

Ferxxo 100

Listed as Melanie Espinosa – Ferxxo 100 (Ferxxo 100) · Watch on YouTube

youtube_video dLWq50qU0Jc · row dLWq50qU0Jc

LAION-DISCO-12M

Luna

Listed as Melanie Espinosa – Luna (Luna) · Watch on YouTube

youtube_video db3NM7jiDGU · row db3NM7jiDGU

LAION-DISCO-12M

En Guerra

Listed as Melanie Espinosa – En Guerra (En Guerra) · Watch on YouTube

youtube_video fM_JQQFLlOQ · row fM_JQQFLlOQ

LAION-DISCO-12M

HP

Listed as Melanie Espinosa – HP (HP) · Watch on YouTube

youtube_video gLwXli2zLEg · row gLwXli2zLEg

LAION-DISCO-12M

Ganas

Listed as Melanie Espinosa – Ganas (Ganas) · Watch on YouTube

youtube_video h01az2opyq8 · row h01az2opyq8

LAION-DISCO-12M

Índigo

Listed as Melanie Espinosa – Índigo (Índigo) · Watch on YouTube

youtube_video h4Hyo5euLKo · row h4Hyo5euLKo

LAION-DISCO-12M

No Ha Podido

Listed as Melanie Espinosa – No Ha Podido (No Ha Podido) · Watch on YouTube

youtube_video j9WEe1TtPuA · row j9WEe1TtPuA

LAION-DISCO-12M

cómo dormiste?

Listed as Melanie Espinosa – cómo dormiste? (cómo dormiste?) · Watch on YouTube

youtube_video jmf34CU-z4M · row jmf34CU-z4M

LAION-DISCO-12M

Millones

Listed as Melanie Espinosa – Millones (Millones) · Watch on YouTube

youtube_video jwXunFWWYbE · row jwXunFWWYbE

LAION-DISCO-12M

Mía

Listed as Melanie Espinosa – Mía (Mía) · Watch on YouTube

youtube_video k_SwdsZ4SGo · row k_SwdsZ4SGo

LAION-DISCO-12M

Enamórate de Alguien Más

Listed as Melanie Espinosa – Enamórate de Alguien Más (Enamórate de Alguien Más) · Watch on YouTube

youtube_video l-xGEKPou4M · row l-xGEKPou4M

LAION-DISCO-12M

Trap

Listed as Melanie Espinosa – Trap (Amigos con derecho) · Watch on YouTube

youtube_video l0fxhsWha7k · row l0fxhsWha7k

LAION-DISCO-12M

Si te interesa

Listed as Melanie Espinosa – Si te interesa (Si te interesa) · Watch on YouTube

youtube_video o9p_dOGzzA8 · row o9p_dOGzzA8

LAION-DISCO-12M

Desconocidos

Listed as Melanie Espinosa – Desconocidos (Desconocidos) · Watch on YouTube

youtube_video rVSQ91ofQbI · row rVSQ91ofQbI

LAION-DISCO-12M

LOVE

Listed as Melanie Espinosa – LOVE (LOVE) · Watch on YouTube

youtube_video rpQxoRmi9hw · row rpQxoRmi9hw

LAION-DISCO-12M

Tusa

Listed as Melanie Espinosa – Tusa (Tusa) · Watch on YouTube

youtube_video uTFBymxuMDQ · row uTFBymxuMDQ

LAION-DISCO-12M

No es Justo

Listed as Melanie Espinosa – No es Justo (No es Justo) · Watch on YouTube

youtube_video v-1LGWTAiFM · row v-1LGWTAiFM

LAION-DISCO-12M

Déjate Querer

Listed as Melanie Espinosa – Déjate Querer (Déjate Querer) · Watch on YouTube

youtube_video xTXPBR84zPA · row xTXPBR84zPA

LAION-DISCO-12M

Recuerdos - From the Film "911"

Listed as Melanie Espinosa – Recuerdos - From the Film "911" (Recuerdos - From the Film "911") · Watch on YouTube

youtube_video yrnixAAI_3I · row yrnixAAI_3I

LAION-DISCO-12M

Amor Genuino

Listed as Melanie Espinosa – Amor Genuino (El Amante) · Watch on YouTube

youtube_video zOxty23PIFw · row zOxty23PIFw

LAION-DISCO-12M

Melanie Espinosa 1 songs

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

Loquera

Listed as Melanie Espinosa, Darho, Yorkinson – Loquera (Loquera) · Watch on YouTube

youtube_video Xxu5kSHa1jY · row Xxu5kSHa1jY

LAION-DISCO-12M

AudioSet 1 videos, 1 rows

Complicated - Avril Lavigne (ukelele cover by Melanie Espinosa)

Clip 30s to 40s · Open clip on YouTube · Labels: Music, Ukulele, Inside, small room

youtube_video VT0z00KNH58 · row unbalanced_train:VT0z00KNH58:30:40

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/melanie-espinosa-yt_UCIdF5ayXJWOVXoh7u7BCZOQ

Provenance

JSON export SHA-256 d6fabfa540ce6cfa3b7496e1c04ec086150c1f6f20b2d5e25abc09a978bab5cd

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.