Yes. NORBZ has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Emo LoFi (Instrumental), JUNGLE (DNB) TRUTH COOK UP BEAT (BeatBox + Drum And Bass), Lofi Birds Nature Beats

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Emo LoFi (Instrumental)

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Emo LoFi (Instrumental) (Sad LOFI ChillHop Beats - 432 Hz) · Watch on YouTube

youtube_video -WWFpFKfGag · row -WWFpFKfGag

LAION-DISCO-12M

JUNGLE (DNB) TRUTH COOK UP BEAT (BeatBox + Drum And Bass)

Listed as NORBZ – JUNGLE (DNB) TRUTH COOK UP BEAT (BeatBox + Drum And Bass) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video -aqdOmQswIc · row -aqdOmQswIc

LAION-DISCO-12M

Lofi Birds Nature Beats

Listed as APEX Discoveries, NORBZ, Cakes Music Group – Lofi Birds Nature Beats (LoFi & Chill Custard Cakes) · Watch on YouTube

youtube_video -jYUeeCH8Bo · row -jYUeeCH8Bo

LAION-DISCO-12M

YOU GOT ME HOOKED ON YOU (432hz SlowJam Trap Beat)

Listed as NORBZ – YOU GOT ME HOOKED ON YOU (432hz SlowJam Trap Beat) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video 0lCSafP9VQg · row 0lCSafP9VQg

LAION-DISCO-12M

Chilling With Lofi

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Chilling With Lofi (LOFI Hip Hop Nostalgia - 432 Hz) · Watch on YouTube

youtube_video 1xABK-KtZxE · row 1xABK-KtZxE

LAION-DISCO-12M

GOOD GIRL VS BADBOY CHILLTRAP MIX

Listed as NORBZ – GOOD GIRL VS BADBOY CHILLTRAP MIX (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video 2II_WoXWT70 · row 2II_WoXWT70

LAION-DISCO-12M

Chill Hip Hop Instrumental Piano

Listed as NORBZ, APEX Discoveries, Cakes Music Group – Chill Hip Hop Instrumental Piano (LoFi Chill Pow Wow) · Watch on YouTube

youtube_video 2pEZAmDOGdo · row 2pEZAmDOGdo

LAION-DISCO-12M

Emotions In Silence

Listed as NORBZ – Emotions In Silence (Lofi Nights) · Watch on YouTube

youtube_video 3fhILWYeq8g · row 3fhILWYeq8g

LAION-DISCO-12M

INTERLUDEZ TRAP HIP HOP BEAT

Listed as NORBZ – INTERLUDEZ TRAP HIP HOP BEAT (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video 53fgGhUxENA · row 53fgGhUxENA

LAION-DISCO-12M

Dear Aunt Agnieska

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Dear Aunt Agnieska (All Is Fair In Love & War) · Watch on YouTube

youtube_video 6EvadsPazCE · row 6EvadsPazCE

LAION-DISCO-12M

Warm Winds

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Warm Winds (All Is Fair In Love & War) · Watch on YouTube

youtube_video 6vAnPWxklZI · row 6vAnPWxklZI

LAION-DISCO-12M

ILLUMINAUGHTY (FUTURE TRAP BEAT)

Listed as NORBZ – ILLUMINAUGHTY (FUTURE TRAP BEAT) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video 87KvXxTtvFA · row 87KvXxTtvFA

LAION-DISCO-12M

Valley Of Death Shadows

Listed as NORBZ, Phonk Drift Music, Bass DaVinci – Valley Of Death Shadows (432 HZ Bass Boosted Beats) · Watch on YouTube

youtube_video ALYIyMwQQ00 · row ALYIyMwQQ00

LAION-DISCO-12M

Detuned Vibes

Listed as NORBZ, APEX Discoveries, Cakes Music Group – Detuned Vibes (Floating) · Watch on YouTube

youtube_video B9tyg8JBySI · row B9tyg8JBySI

LAION-DISCO-12M

Chill LoFi Beat Chops

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Chill LoFi Beat Chops (LoFi Chill Pow Wow) · Watch on YouTube

youtube_video DJseb3Dwslk · row DJseb3Dwslk

LAION-DISCO-12M

THE PATHS I CHOSE (Dark Hip Hop + Trap Fused)

Listed as NORBZ – THE PATHS I CHOSE (Dark Hip Hop + Trap Fused) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video EeMgc3091t4 · row EeMgc3091t4

LAION-DISCO-12M

Morning Dew

Listed as NORBZ – Morning Dew (Chill Island) · Watch on YouTube

youtube_video GpLiybXkZI0 · row GpLiybXkZI0

LAION-DISCO-12M

NorbzWorld Digital Detox (Meditation)

Listed as NORBZ, Solfeggio Frequencies, APEX Discoveries – NorbzWorld Digital Detox (Meditation) (NorbzWorld - Digital Detox) · Watch on YouTube

youtube_video HQrMcsu2__s · row HQrMcsu2__s

LAION-DISCO-12M

Rhodes Loves Lofi Beats

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Rhodes Loves Lofi Beats (Gaming Beats & Lofi Instrumentals) · Watch on YouTube

youtube_video HT1NJHlXLbg · row HT1NJHlXLbg

LAION-DISCO-12M

Crying Sax Lofi Hip Hop

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Crying Sax Lofi Hip Hop (LOFI Hip Hop (432 Hz Emotions)) · Watch on YouTube

youtube_video J4hHApt3QUU · row J4hHApt3QUU

LAION-DISCO-12M

Lofi Swing Barely There Beat

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Lofi Swing Barely There Beat (Sad LOFI ChillHop Beats - 432 Hz) · Watch on YouTube

youtube_video KDCfoTfSxgk · row KDCfoTfSxgk

LAION-DISCO-12M

432hz DECODED TRAP MIX

Listed as NORBZ – 432hz DECODED TRAP MIX (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video KvBJKaBI4L4 · row KvBJKaBI4L4

LAION-DISCO-12M

TIGER BY THE TAIL (Reggae + Trap Vibes Mix)

Listed as NORBZ – TIGER BY THE TAIL (Reggae + Trap Vibes Mix) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video L7LmN20DC4w · row L7LmN20DC4w

LAION-DISCO-12M

My Cat Song

Listed as NORBZ, APEX Discoveries – My Cat Song (Chill) · Watch on YouTube

youtube_video LA_xFYXYnOM · row LA_xFYXYnOM

LAION-DISCO-12M

432hz Ambiance - Natures Healing Oscillation (Fractal Tones)

Listed as Norbz – 432hz Ambiance - Natures Healing Oscillation (Fractal Tones) (432hz - Ambiance & Cinematic Healing) · Watch on YouTube

youtube_video O0W1nmvTwXs · row O0W1nmvTwXs

LAION-DISCO-12M

Mozart Crying

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Mozart Crying (All Is Fair In Love & War) · Watch on YouTube

youtube_video OYgdoEBXEVY · row OYgdoEBXEVY

LAION-DISCO-12M

Broken Piano Lofi Hip Hop

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Broken Piano Lofi Hip Hop (Sad LOFI ChillHop Beats - 432 Hz) · Watch on YouTube

youtube_video QXRu1y0QewE · row QXRu1y0QewE

LAION-DISCO-12M

2045 - TransHumanism

Listed as NORBZ – 2045 - TransHumanism (2045 TransHumanism) · Watch on YouTube

youtube_video R4nsDBZuTqI · row R4nsDBZuTqI

LAION-DISCO-12M

Drifters Paradise

Listed as NORBZ, Phonk Drift Music, Bass DaVinci – Drifters Paradise (432 HZ Bass Boosted Beats) · Watch on YouTube

youtube_video RB6vc8wTMJQ · row RB6vc8wTMJQ

LAION-DISCO-12M

Trunk Rattle

Listed as NORBZ, Phonk Drift Music, Bass DaVinci – Trunk Rattle (432 HZ Bass Boosted Beats) · Watch on YouTube

youtube_video S-riCCr45rk · row S-riCCr45rk

LAION-DISCO-12M

Detuned Piano

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Detuned Piano (Chill Lofi Beats & Mashups) · Watch on YouTube

youtube_video YeTXkpy1IFY · row YeTXkpy1IFY

LAION-DISCO-12M

ME AND MY SOUND (HIP HOP BEATS TO RAP TO)

Listed as NORBZ – ME AND MY SOUND (HIP HOP BEATS TO RAP TO) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video _LbwbKWLdZU · row _LbwbKWLdZU

LAION-DISCO-12M

Soft Guy Era (Instrumental)

Listed as NORBZ, Drizzle Drizzle – Soft Guy Era (Instrumental) (Soft Guy Era) · Watch on YouTube

youtube_video cdIAAZ0SK5c · row cdIAAZ0SK5c

LAION-DISCO-12M

I'm Swooning Happy Joyful Lofi Hip Hop

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – I'm Swooning Happy Joyful Lofi Hip Hop (Sad LOFI ChillHop Beats - 432 Hz) · Watch on YouTube

youtube_video cnwsLWyNK0Y · row cnwsLWyNK0Y

LAION-DISCO-12M

Drum Sticks Lofi

Listed as NORBZ – Drum Sticks Lofi (Chill Island) · Watch on YouTube

youtube_video f5gQ-AODChU · row f5gQ-AODChU

LAION-DISCO-12M

Sands Through The Hourglass

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Sands Through The Hourglass (All Is Fair In Love & War) · Watch on YouTube

youtube_video hJvXUTWuxBs · row hJvXUTWuxBs

LAION-DISCO-12M

Soothing Echoes

Listed as NORBZ – Soothing Echoes (Lofi Solfeggio Beats & Chill) · Watch on YouTube

youtube_video jtpQxZIiyHI · row jtpQxZIiyHI

LAION-DISCO-12M

Solfeggio Frequencies APEX Discoveries

Listed as NORBZ, Solfeggio Frequencies, APEX Discoveries – Solfeggio Frequencies APEX Discoveries (Solfeggio Frequencies APEX Discoveries) · Watch on YouTube

youtube_video n3xOwKHJ09c · row n3xOwKHJ09c

LAION-DISCO-12M

I Want A Good Girl Like You Want A Bad Boy

Listed as NORBZ, Phonk Drift Music, Bass DaVinci – I Want A Good Girl Like You Want A Bad Boy (432 HZ Bass Boosted Beats) · Watch on YouTube

youtube_video omrz53h3OQs · row omrz53h3OQs

LAION-DISCO-12M

Don't Know Why

Listed as NORBZ, APEX Discoveries, Cakes Music Group – Don't Know Why (Floating) · Watch on YouTube

youtube_video ov1qvXiKMbM · row ov1qvXiKMbM

LAION-DISCO-12M

Sad Lofi Mashup

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Sad Lofi Mashup (Chill Lofi Beats & Mashups) · Watch on YouTube

youtube_video r8BdCCLj3W4 · row r8BdCCLj3W4

LAION-DISCO-12M

Chill Lofi MPC Beats + SP606 FX

Listed as NORBZ, LOFI RADIO, Chill Hip Hop – Chill Lofi MPC Beats + SP606 FX (LOFI Hip Hop Beats SP404 vs MPC Textures & Aesthetics) · Watch on YouTube

youtube_video sWQg8eo9xD0 · row sWQg8eo9xD0

LAION-DISCO-12M

Lofi Broken Diginal Emotions Beat

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Lofi Broken Diginal Emotions Beat (LOFI Hip Hop (432 Hz Emotions)) · Watch on YouTube

youtube_video uloFucs72lU · row uloFucs72lU

LAION-DISCO-12M

ILLUMINAUGHTY (432hz)

Listed as NORBZ – ILLUMINAUGHTY (432hz) (618432 - "I HAD MY EYES CLOSED" - (432hz)) · Watch on YouTube

youtube_video vI9wo1lFPfs · row vI9wo1lFPfs

LAION-DISCO-12M

Get Me A Ticket

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Get Me A Ticket (All Is Fair In Love & War) · Watch on YouTube

youtube_video waOsgAAwaNg · row waOsgAAwaNg

LAION-DISCO-12M

432 DECODED (432hz)

Listed as NORBZ – 432 DECODED (432hz) (618432 - "I HAD MY EYES CLOSED" - (432hz)) · Watch on YouTube

youtube_video x3EESLbHQOA · row x3EESLbHQOA

LAION-DISCO-12M

10 FLAT COMMANDMENTS (432hz)

Listed as NORBZ – 10 FLAT COMMANDMENTS (432hz) (618432 - "I HAD MY EYES CLOSED" - (432hz)) · Watch on YouTube

youtube_video xE3wzZUtp1Y · row xE3wzZUtp1Y

LAION-DISCO-12M

Grime AF

Listed as NORBZ, Phonk Drift Music, Bass DaVinci – Grime AF (432 HZ Bass Boosted Beats) · Watch on YouTube

youtube_video xrIlkrpCQ3E · row xrIlkrpCQ3E

LAION-DISCO-12M

Speeding

Listed as NORBZ, APEX Discoveries – Speeding (Chill) · Watch on YouTube

youtube_video xwxzphrM_fU · row xwxzphrM_fU

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.