Yes. Beats De Rap has 880 songs listed in a dataset used to train AI music models.

Used for training 880

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 Conner Price Type Beat (Instrumental), Don't Know What 2 Say, Numb

Listed under the artist name 880 songs in LAION-DISCO-12M

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

Conner Price Type Beat (Instrumental)

Listed as BEATS FREESTYLE, Instrumental Rap Hip Hop, Beats De Rap – Conner Price Type Beat (Instrumental) (Freestyle Beats (Freestyle Rap Beats Instrumentals)) · Watch on YouTube

youtube_video -Jl_R3KaUh8 · row -Jl_R3KaUh8

LAION-DISCO-12M

Don't Know What 2 Say

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Don't Know What 2 Say (Chillwave Vinyl Melodies) · Watch on YouTube

youtube_video 1ZrlYJbq25c · row 1ZrlYJbq25c

LAION-DISCO-12M

Numb

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Numb (Dos Enamorados) · Watch on YouTube

youtube_video 2yESr5juuX4 · row 2yESr5juuX4

LAION-DISCO-12M

MVP Boom bap

Listed as Clown Beats, Beats De Rap, Instrumental Rap Hip Hop – MVP Boom bap (MVP Boom bap) · Watch on YouTube

youtube_video 5SLnrmSsEws · row 5SLnrmSsEws

LAION-DISCO-12M

Study & Focus Lofi

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Study & Focus Lofi (lofi hiphop radio mix 24/7) · Watch on YouTube

youtube_video 6S7wT-5TGKs · row 6S7wT-5TGKs

LAION-DISCO-12M

Streetlights

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Streetlights (Tranquil Lofi Melody) · Watch on YouTube

youtube_video 7HflneWaxYk · row 7HflneWaxYk

LAION-DISCO-12M

Lil Hawaiian Babe

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI Beats – Lil Hawaiian Babe (Cherry Blossoms - Relaxing Lofi Hip-Hop Beats) · Watch on YouTube

youtube_video 8X-myJJ4QjY · row 8X-myJJ4QjY

LAION-DISCO-12M

Rain in Tokyo

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI Beats – Rain in Tokyo (Paralax Daydream - LoFi Hip-Hop Instrumentals) · Watch on YouTube

youtube_video 8rxyP5g02Xs · row 8rxyP5g02Xs

LAION-DISCO-12M

SZA Type Beat (RnB Instrumental)

Listed as BEATS FREESTYLE, Instrumental Rap Hip Hop, Beats De Rap – SZA Type Beat (RnB Instrumental) (Freestyle Beats (Freestyle Rap Beats Instrumentals)) · Watch on YouTube

youtube_video 9-PMrnIu9JU · row 9-PMrnIu9JU

LAION-DISCO-12M

Connecting With The Stars

Listed as Beats De Rap, Coffe Lofi, Lofi Hip-Hop Beats – Connecting With The Stars (Neon Nightfall Nocturnes) · Watch on YouTube

youtube_video 9LcNIUkYH9U · row 9LcNIUkYH9U

LAION-DISCO-12M

Fade Away

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Fade Away (Dos Enamorados) · Watch on YouTube

youtube_video Afrw8gvisrY · row Afrw8gvisrY

LAION-DISCO-12M

Mode of Lofi

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Mode of Lofi (Lofi Hip Hop Streets) · Watch on YouTube

youtube_video BJE-WvI580I · row BJE-WvI580I

LAION-DISCO-12M

Sajitario

Listed as Beats De Rap, Base De Rap, Instrumental Rap Hip HOP – Sajitario (Miradita) · Watch on YouTube

youtube_video BS1CxoF2Lds · row BS1CxoF2Lds

LAION-DISCO-12M

Good Morning

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Good Morning (Laid-Back Neon Ambiance) · Watch on YouTube

youtube_video DzULY0yKhXg · row DzULY0yKhXg

LAION-DISCO-12M

Freestyle Beat 2021 (Instrumental Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, Trap Beats – Freestyle Beat 2021 (Instrumental Beat) (Freestyle Beats Rap) · Watch on YouTube

youtube_video ExF5ComJDQk · row ExF5ComJDQk

LAION-DISCO-12M

Lofi Cinematic

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Lofi Cinematic (lofi hiphop chill beats) · Watch on YouTube

youtube_video FOMHbnkVlkU · row FOMHbnkVlkU

LAION-DISCO-12M

Jazz Piano Trap (Beat Instrumental)

Listed as Beats De Rap, Instrumental Rap Hip Hop, Trap Beats – Jazz Piano Trap (Beat Instrumental) (Freestyle Beats Rap) · Watch on YouTube

youtube_video GBNCxlzWzgA · row GBNCxlzWzgA

LAION-DISCO-12M

Morning Dew

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Morning Dew (Dos Enamorados) · Watch on YouTube

youtube_video GPQmqjzLRQs · row GPQmqjzLRQs

LAION-DISCO-12M

Persist

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Persist (Dos Enamorados) · Watch on YouTube

youtube_video O6R_6f0Xzyw · row O6R_6f0Xzyw

LAION-DISCO-12M

Rain & Chill

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Rain & Chill (Rainy Night Café Soiree) · Watch on YouTube

youtube_video OP_Mfe_A2ko · row OP_Mfe_A2ko

LAION-DISCO-12M

Relajación En Lofi

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Relajación En Lofi (Dos Enamorados) · Watch on YouTube

youtube_video OfIjv8BKDsA · row OfIjv8BKDsA

LAION-DISCO-12M

Listen To Me

Listed as Beats Collection, Beats De Rap, Chill Hip-Hop Beats – Listen To Me (Chill Hip-Hop Beats (Lo-Fi Instrumentals)) · Watch on YouTube

youtube_video Oi4s9VHo7FY · row Oi4s9VHo7FY

LAION-DISCO-12M

BigXThaPlug Type Beat (Instrumental)

Listed as BEATS FREESTYLE, Instrumental Rap Hip Hop, Beats De Rap – BigXThaPlug Type Beat (Instrumental) (Freestyle Beats (Freestyle Rap Beats Instrumentals)) · Watch on YouTube

youtube_video QPn41e66bVs · row QPn41e66bVs

LAION-DISCO-12M

Sunsets Chills

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Sunsets Chills (Lofi Hip Hop Urban) · Watch on YouTube

youtube_video QtA5NZlxyIU · row QtA5NZlxyIU

LAION-DISCO-12M

BULLETPROOF (Aggressive Fast Flow Trap Beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, Trap Beats & Beats De Rap & Instrumental Rap Hip Hop – BULLETPROOF (Aggressive Fast Flow Trap Beat) (Aggressive Diss Rap Beats) · Watch on YouTube

youtube_video QthPrYWswIs · row QthPrYWswIs

LAION-DISCO-12M

Lofi Chill And Sleep

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Lofi Chill And Sleep (lofi hiphop chill beats) · Watch on YouTube

youtube_video T4JLxe3bVKU · row T4JLxe3bVKU

LAION-DISCO-12M

Sleepy Birdsong

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI Beats – Sleepy Birdsong (Paralax Daydream - LoFi Hip-Hop Instrumentals) · Watch on YouTube

youtube_video UDKRxQXDbFw · row UDKRxQXDbFw

LAION-DISCO-12M

Monk

Listed as Beats Collection, Beats De Rap, Chill Hip-Hop Beats – Monk (Chill Hip-Hop Beats (Lo-Fi Instrumentals)) · Watch on YouTube

youtube_video UwEuss_wVzo · row UwEuss_wVzo

LAION-DISCO-12M

GUN POWDER (Angry Gangsta Rap Beat Instrumental)

Listed as Beats De Rap, Instrumental Rap Hip Hop, Trap Beats & Beats De Rap & Instrumental Rap Hip Hop – GUN POWDER (Angry Gangsta Rap Beat Instrumental) (Aggressive Diss Rap Beats) · Watch on YouTube

youtube_video WS7FLk4ZKSE · row WS7FLk4ZKSE

LAION-DISCO-12M

Almost Awake

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Almost Awake (Laid-Back Neon Groovebox) · Watch on YouTube

youtube_video WoK1cydm_LQ · row WoK1cydm_LQ

LAION-DISCO-12M

Long Distance

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Long Distance (Dos Enamorados) · Watch on YouTube

youtube_video YQzlYeAQLz8 · row YQzlYeAQLz8

LAION-DISCO-12M

Trap City Beat (Instrumental)

Listed as Instrumental Rap Hip Hop, Beats De Rap, The HitForce – Trap City Beat (Instrumental) (Instrumental Rap Hip Hop Beats) · Watch on YouTube

youtube_video _RTESPVwkDA · row _RTESPVwkDA

LAION-DISCO-12M

Luna

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Luna (Dos Enamorados) · Watch on YouTube

youtube_video aPJuHIaCOOE · row aPJuHIaCOOE

LAION-DISCO-12M

Hop Dreams Wave

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Hop Dreams Wave (Lofi Hip Hop Beats and Sad Tunes) · Watch on YouTube

youtube_video akwtLEJxP6c · row akwtLEJxP6c

LAION-DISCO-12M

Crescent

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Crescent (Dos Enamorados) · Watch on YouTube

youtube_video d3WY6HR5wEU · row d3WY6HR5wEU

LAION-DISCO-12M

Tokyo Nightlights

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI Beats – Tokyo Nightlights (Paralax Daydream - LoFi Hip-Hop Instrumentals) · Watch on YouTube

youtube_video dJxoFLuYmpc · row dJxoFLuYmpc

LAION-DISCO-12M

Sundays LOFI

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Sundays LOFI (Dos Enamorados) · Watch on YouTube

youtube_video dXfIVcIRLV4 · row dXfIVcIRLV4

LAION-DISCO-12M

On Route

Listed as Beats De Rap, Lofi Hip-Hop Beats, Coffee Lofi – On Route (Super Chilled Lofi Beats | Lofi Laid-Back, Study Music) · Watch on YouTube

youtube_video dfKCmG9cPKk · row dfKCmG9cPKk

LAION-DISCO-12M

A Woozy Isolation Daydream

Listed as Beats De Rap, Coffe Lofi, Lofi Hip-Hop Beats – A Woozy Isolation Daydream (Neon Nightfall Nocturnes) · Watch on YouTube

youtube_video enm85UmZGWk · row enm85UmZGWk

LAION-DISCO-12M

Feelings

Listed as Beats De Rap, Instrumental Rap Hip HOP, Lofi Hip Hop Beats – Feelings (Dos Enamorados) · Watch on YouTube

youtube_video gvbNkAIZKac · row gvbNkAIZKac

LAION-DISCO-12M

Lo-Fi Chill Beats

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Lo-Fi Chill Beats (Lofi HipHop Instrumentals) · Watch on YouTube

youtube_video iWKjyCnpdRQ · row iWKjyCnpdRQ

LAION-DISCO-12M

Beatbox Boom Bap (Beat Instrumental) (feat. The HitForce)

Listed as Instrumental Rap Hip Hop, Beats De Rap – Beatbox Boom Bap (Beat Instrumental) (feat. The HitForce) (Freestyle Instrumental Beats) · Watch on YouTube

youtube_video jek9zlI0X88 · row jek9zlI0X88

LAION-DISCO-12M

Summer Lofi

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Summer Lofi (lofi hiphop radio mix 24/7) · Watch on YouTube

youtube_video jmMbzCGZyDA · row jmMbzCGZyDA

LAION-DISCO-12M

Lofi Tranquil Spa Harmony

Listed as Beats De Rap, Lofi Hip-Hop Beats, Ultimate Spa Music – Lofi Tranquil Spa Harmony (Spa Harmony: Soothing Lofi Music for Wellness) · Watch on YouTube

youtube_video opDPhlCwcZM · row opDPhlCwcZM

LAION-DISCO-12M

Moonlit Lofi

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Moonlit Lofi (Urban Oasis Orchestration) · Watch on YouTube

youtube_video pt3V_IMKLgI · row pt3V_IMKLgI

LAION-DISCO-12M

Uluwatu Sunrise

Listed as Beats De Rap, Lofi Jazz, Lofi Hip-Hop Beats – Uluwatu Sunrise (Midnight Shibuya Lounge) · Watch on YouTube

youtube_video rGp25TNv6JU · row rGp25TNv6JU

LAION-DISCO-12M

REAL GANGSTA (Aggressive Gangster Trap beat)

Listed as Beats De Rap, Instrumental Rap Hip Hop, Trap Beats & Beats De Rap & Instrumental Rap Hip Hop – REAL GANGSTA (Aggressive Gangster Trap beat) (Aggressive Diss Rap Beats) · Watch on YouTube

youtube_video uAyWFa54L-0 · row uAyWFa54L-0

LAION-DISCO-12M

Campfire Lullabies

Listed as Beats De Rap, Coffe Lofi, Lofi Hip-Hop Beats – Campfire Lullabies (Neon Nightfall Nocturnes) · Watch on YouTube

youtube_video wvlCfHyy7Sc · row wvlCfHyy7Sc

LAION-DISCO-12M

Lofi Travel Beats

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Lofi Travel Beats (Lofi HipHop (Instrumentals)) · Watch on YouTube

youtube_video xXiqyKaYklk · row xXiqyKaYklk

LAION-DISCO-12M

Gentle Lofi

Listed as Lofi Hip-Hop Beats, Beats De Rap, LO-FI BEATS – Gentle Lofi (Lofi Hiphop Beats to Study To) · Watch on YouTube

youtube_video xsNsJFS4xpw · row xsNsJFS4xpw

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.