Yes. Isatorresbeats has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 Escobar (Latin Trap Beat Mix), Carnage (Deep Trap Beat Mix), Calvin (New Pop Beats Mix)

Listed under the artist name 150 songs in LAION-DISCO-12M

Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.

Escobar (Latin Trap Beat Mix)

Listed as Isatorresbeats – Escobar (Latin Trap Beat Mix) (Latino Heat) · Watch on YouTube

youtube_video -MwFg06utTw · row -MwFg06utTw

LAION-DISCO-12M

Carnage (Deep Trap Beat Mix)

Listed as Isatorresbeats – Carnage (Deep Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video -Q7a6wLNDxw · row -Q7a6wLNDxw

LAION-DISCO-12M

Calvin (New Pop Beats Mix)

Listed as Isatorresbeats – Calvin (New Pop Beats Mix) (Funky Pop Instrumentals & Charts Beats (New Funky Pop Beats)) · Watch on YouTube

youtube_video -p0rr9J00D0 · row -p0rr9J00D0

LAION-DISCO-12M

Lo Siento (Slow Trap Beat Mix)

Listed as Isatorresbeats – Lo Siento (Slow Trap Beat Mix) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video 0W4G5LlwkIs · row 0W4G5LlwkIs

LAION-DISCO-12M

Rich (Dope Trap Beat Mix)

Listed as Isatorresbeats – Rich (Dope Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video 0pJrVrKddiM · row 0pJrVrKddiM

LAION-DISCO-12M

Dark Souls (Dark Trap Instrumental Mix)

Listed as Isatorresbeats – Dark Souls (Dark Trap Instrumental Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video 1x3poVjEghI · row 1x3poVjEghI

LAION-DISCO-12M

The Arc Angel (Gang Trap Beats Mix)

Listed as Isatorresbeats – The Arc Angel (Gang Trap Beats Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video 2qYTuvMzTaE · row 2qYTuvMzTaE

LAION-DISCO-12M

Trapped Beat (Deep Trap Beats Mix)

Listed as Isatorresbeats – Trapped Beat (Deep Trap Beats Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video 6qLNnDbda8g · row 6qLNnDbda8g

LAION-DISCO-12M

Return (Piano Trap Beat Mix)

Listed as Isatorresbeats – Return (Piano Trap Beat Mix) (Fat Rap Beats II) · Watch on YouTube

youtube_video 6xsE1DUOowE · row 6xsE1DUOowE

LAION-DISCO-12M

You Like (Smooth Afrobeat Mix)

Listed as Isatorresbeats – You Like (Smooth Afrobeat Mix) (New Afrobeat Instrumentals & Dancehall Beats (Afrobeats & Reggaeton Music)) · Watch on YouTube

youtube_video 7WmR2o6riPI · row 7WmR2o6riPI

LAION-DISCO-12M

Evil (Sad Piano Trap Beat Mix)

Listed as Isatorresbeats – Evil (Sad Piano Trap Beat Mix) (Fat Rap Beats II) · Watch on YouTube

youtube_video AS1e7uIWleY · row AS1e7uIWleY

LAION-DISCO-12M

Havana (Guitar Trap Beat Mix)

Listed as Isatorresbeats – Havana (Guitar Trap Beat Mix) (Fat Rap Beats I) · Watch on YouTube

youtube_video BObtCEvffjI · row BObtCEvffjI

LAION-DISCO-12M

Cancelled (Love Trap Beat Mix)

Listed as Isatorresbeats – Cancelled (Love Trap Beat Mix) (Fat Rap Beats I) · Watch on YouTube

youtube_video BZXTg5ndyJ8 · row BZXTg5ndyJ8

LAION-DISCO-12M

Zombiez (Sad Trap Instrumental Mix)

Listed as Isatorresbeats – Zombiez (Sad Trap Instrumental Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video CFWn9gaxODg · row CFWn9gaxODg

LAION-DISCO-12M

Houston (New School Gangster Rap Beat Mix)

Listed as Isatorresbeats – Houston (New School Gangster Rap Beat Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video FPv8Njtrqys · row FPv8Njtrqys

LAION-DISCO-12M

Recuerdos (Emotional Trap Beat Mix)

Listed as Isatorresbeats – Recuerdos (Emotional Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video HBKzjIyaEIE · row HBKzjIyaEIE

LAION-DISCO-12M

Silencio (Love Trap Beat Mix)

Listed as Isatorresbeats – Silencio (Love Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video IX2-p81OTrU · row IX2-p81OTrU

LAION-DISCO-12M

Dark Scott (New Dark Trap Instrumentals Mix)

Listed as Isatorresbeats – Dark Scott (New Dark Trap Instrumentals Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video JD_UyMRPhq8 · row JD_UyMRPhq8

LAION-DISCO-12M

Latino 2 (Guitar Rap Beat Mix)

Listed as Isatorresbeats – Latino 2 (Guitar Rap Beat Mix) (Latino Heat) · Watch on YouTube

youtube_video JJ7Qw_jWAkE · row JJ7Qw_jWAkE

LAION-DISCO-12M

Carousel (Storytelling Trap Beat Mix)

Listed as Isatorresbeats – Carousel (Storytelling Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video Jn9BqcfUf54 · row Jn9BqcfUf54

LAION-DISCO-12M

Cuba (Exotic Trap Beat Mix)

Listed as Isatorresbeats – Cuba (Exotic Trap Beat Mix) (Brand New Trap Beats I) · Watch on YouTube

youtube_video KNxmlmd-hlY · row KNxmlmd-hlY

LAION-DISCO-12M

Pasión (Emotional Trap Beat Mix)

Listed as Isatorresbeats – Pasión (Emotional Trap Beat Mix) (Brand New Trap Beats I) · Watch on YouTube

youtube_video LAD5Wfah4AI · row LAD5Wfah4AI

LAION-DISCO-12M

Medicine (Chill Trap Beat Mix)

Listed as Isatorresbeats – Medicine (Chill Trap Beat Mix) (Fat Rap Beats II) · Watch on YouTube

youtube_video MYQK7vUSeqU · row MYQK7vUSeqU

LAION-DISCO-12M

Hipocrita (Deep Trap Beat Mix)

Listed as Isatorresbeats – Hipocrita (Deep Trap Beat Mix) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video Oh0zF7fwnPk · row Oh0zF7fwnPk

LAION-DISCO-12M

Again (Love Trapsoul Beat Mix)

Listed as Isatorresbeats – Again (Love Trapsoul Beat Mix) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video QiDPGoA-Suw · row QiDPGoA-Suw

LAION-DISCO-12M

Japan (Funky Soul Pop Beat Mix)

Listed as Isatorresbeats – Japan (Funky Soul Pop Beat Mix) (Funky Pop Instrumentals & Charts Beats (New Funky Pop Beats)) · Watch on YouTube

youtube_video U1jTzz1Pgyw · row U1jTzz1Pgyw

LAION-DISCO-12M

Space (New Futuristic Trap Instrumental Mix)

Listed as Isatorresbeats – Space (New Futuristic Trap Instrumental Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video UvCH6oPqFwI · row UvCH6oPqFwI

LAION-DISCO-12M

Kuduro (Sweet Afro Beat Mix)

Listed as Isatorresbeats – Kuduro (Sweet Afro Beat Mix) (New Afrobeat Instrumentals & Dancehall Beats (Afrobeats & Reggaeton Music)) · Watch on YouTube

youtube_video VwqkIACBQls · row VwqkIACBQls

LAION-DISCO-12M

Baila Morena (Latin Trap Beat Mix)

Listed as Isatorresbeats – Baila Morena (Latin Trap Beat Mix) (Brand New Trap Beats I) · Watch on YouTube

youtube_video X9WJv3TjFSo · row X9WJv3TjFSo

LAION-DISCO-12M

Mayzin Boy (Afro Type Beat Mix)

Listed as Isatorresbeats – Mayzin Boy (Afro Type Beat Mix) (New Afrobeat Instrumentals & Dancehall Beats (Afrobeats & Reggaeton Music)) · Watch on YouTube

youtube_video XAD6qqSPEqw · row XAD6qqSPEqw

LAION-DISCO-12M

Buga Buga (Dope Trap Beat Mix)

Listed as Isatorresbeats – Buga Buga (Dope Trap Beat Mix) (Brand New Trap Beats I) · Watch on YouTube

youtube_video cGs8Z5z4ucI · row cGs8Z5z4ucI

LAION-DISCO-12M

Vibes (Funky Pop Beats Mix)

Listed as Isatorresbeats – Vibes (Funky Pop Beats Mix) (Funky Pop Instrumentals & Charts Beats (New Funky Pop Beats)) · Watch on YouTube

youtube_video erzpPHhJe-g · row erzpPHhJe-g

LAION-DISCO-12M

With Love (Piano Trap Beat Mix)

Listed as Isatorresbeats – With Love (Piano Trap Beat Mix) (Brand New Trap Beats I) · Watch on YouTube

youtube_video f5ZPOUC-FJc · row f5ZPOUC-FJc

LAION-DISCO-12M

Rico (New School Rap Beat Mix)

Listed as Isatorresbeats – Rico (New School Rap Beat Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video iTFhlEN3LPw · row iTFhlEN3LPw

LAION-DISCO-12M

Te Necesito (Emotional Trap Beat Mix)

Listed as Isatorresbeats – Te Necesito (Emotional Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video jzmv3CnfepQ · row jzmv3CnfepQ

LAION-DISCO-12M

Exchange (Love Trapsoul Beat Mix)

Listed as Isatorresbeats – Exchange (Love Trapsoul Beat Mix) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video kBj7sNrQv9s · row kBj7sNrQv9s

LAION-DISCO-12M

Stranger Latino (Hot Latin Trap Instrumental Mix)

Listed as Isatorresbeats – Stranger Latino (Hot Latin Trap Instrumental Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video kgHXmzVkEgY · row kgHXmzVkEgY

LAION-DISCO-12M

Botella (Hot Latin Hip Hop Beat Mix)

Listed as Isatorresbeats – Botella (Hot Latin Hip Hop Beat Mix) (Latino Heat) · Watch on YouTube

youtube_video m139ZncEhpU · row m139ZncEhpU

LAION-DISCO-12M

Secrets (New Funky Pop Instrumental Mix)

Listed as Isatorresbeats – Secrets (New Funky Pop Instrumental Mix) (Funky Pop Instrumentals & Charts Beats (New Funky Pop Beats)) · Watch on YouTube

youtube_video nGU1Frn2ehg · row nGU1Frn2ehg

LAION-DISCO-12M

Antidote (Dope Trap Beat Mix)

Listed as Isatorresbeats – Antidote (Dope Trap Beat Mix) (Fat Rap Beats II) · Watch on YouTube

youtube_video pO5AI8ZtENk · row pO5AI8ZtENk

LAION-DISCO-12M

Colombia (Dope Guitar Rap Beat Mix)

Listed as Isatorresbeats – Colombia (Dope Guitar Rap Beat Mix) (Latino Heat) · Watch on YouTube

youtube_video rsDxefinZiU · row rsDxefinZiU

LAION-DISCO-12M

Honesty (Emotional Trap Beat Mix) (feat. Monroe)

Listed as Isatorresbeats – Honesty (Emotional Trap Beat Mix) (feat. Monroe) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video vdlmvQXrmu8 · row vdlmvQXrmu8

LAION-DISCO-12M

Na Na He (Charts Afrobeat Instrumental Mix)

Listed as Isatorresbeats – Na Na He (Charts Afrobeat Instrumental Mix) (New Afrobeat Instrumentals & Dancehall Beats (Afrobeats & Reggaeton Music)) · Watch on YouTube

youtube_video vnrih64y16g · row vnrih64y16g

LAION-DISCO-12M

Weekend (Funky Pop Type Beat Mix)

Listed as Isatorresbeats – Weekend (Funky Pop Type Beat Mix) (Funky Pop Instrumentals & Charts Beats (New Funky Pop Beats)) · Watch on YouTube

youtube_video vzMSpiHGQbY · row vzMSpiHGQbY

LAION-DISCO-12M

Cartier (Violin Trap Beat Mix)

Listed as Isatorresbeats – Cartier (Violin Trap Beat Mix) (Fat Rap Beats I) · Watch on YouTube

youtube_video w-LAkhrtUag · row w-LAkhrtUag

LAION-DISCO-12M

Maluma Type (Soultrap Rap Instrumentals Mix)

Listed as Isatorresbeats – Maluma Type (Soultrap Rap Instrumentals Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video xK-eo5TZyH0 · row xK-eo5TZyH0

LAION-DISCO-12M

Rencor Drums (Smooth Rap Beat Mix)

Listed as Isatorresbeats – Rencor Drums (Smooth Rap Beat Mix) (New Gangster Trap Beats & Trap Instrumentals (Gansta Rap Beats)) · Watch on YouTube

youtube_video xvq9iPuMao8 · row xvq9iPuMao8

LAION-DISCO-12M

I Will Forget You (Sexy Trapsoul Beat Mix)

Listed as Isatorresbeats – I Will Forget You (Sexy Trapsoul Beat Mix) (Love Is What You Need (Rap Instrumentals)) · Watch on YouTube

youtube_video yQWrX-Kf1QA · row yQWrX-Kf1QA

LAION-DISCO-12M

Fucking Love (Deep Trap Beat Mix)

Listed as Isatorresbeats – Fucking Love (Deep Trap Beat Mix) (Brand New Trap Beats II) · Watch on YouTube

youtube_video yQylea0FFOA · row yQylea0FFOA

LAION-DISCO-12M

Latin Type (Latin Afrobeat Mix)

Listed as Isatorresbeats – Latin Type (Latin Afrobeat Mix) (New Afrobeat Instrumentals & Dancehall Beats (Afrobeats & Reggaeton Music)) · Watch on YouTube

youtube_video yrSBvBst7Co · row yrSBvBst7Co

LAION-DISCO-12M

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

Is this you?

Check another name

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. If you are this artist and want this page removed, see removals.