YouTrained

Artist NORBZ on YouTube Music

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 Anxiety Relief, Ugly Guitar Lo-Fi, Fuzzy Blanket

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.

Anxiety Relief

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Anxiety Relief (Best LoFi Beats For Study & Work) · Watch on YouTube

youtube_video -9YGbPZP3cA · row -9YGbPZP3cA

LAION-DISCO-12M

Ugly Guitar Lo-Fi

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Ugly Guitar Lo-Fi (LOFI Hip Hop Nostalgia - 432 Hz) · Watch on YouTube

youtube_video 1Fyp_R4-JEU · row 1Fyp_R4-JEU

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Fuzzy Blanket

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

youtube_video 28MaxSKd93c · row 28MaxSKd93c

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LoFi Glitch Jazzhead (Instrumental)

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – LoFi Glitch Jazzhead (Instrumental) (LOFI Hip Hop Nostalgia - 432 Hz) · Watch on YouTube

youtube_video 4sWEItainy4 · row 4sWEItainy4

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Everything Cries

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

youtube_video 9IoXZL9INjo · row 9IoXZL9INjo

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I Think I Suck

Listed as NORBZ – I Think I Suck (Chill Island) · Watch on YouTube

youtube_video 9Oy8O5fEfh0 · row 9Oy8O5fEfh0

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I HAD MY EYES CLOSED (Norb Theory - UNIversal DISClosure Mix)

Listed as NORBZ – I HAD MY EYES CLOSED (Norb Theory - UNIversal DISClosure Mix) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video AwMaYneq2Vk · row AwMaYneq2Vk

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Lofi Hip Hop Radio

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Lofi Hip Hop Radio (Best LoFi Beats For Study & Work) · Watch on YouTube

youtube_video Cmx39S0kOAU · row Cmx39S0kOAU

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Chopsticks

Listed as NORBZ, Chill Cakes Music – Chopsticks (Lil' LOFI's) · Watch on YouTube

youtube_video D8Mp7JsaSeU · row D8Mp7JsaSeU

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Lofi Rhodes Crying

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

youtube_video F32c6seazCo · row F32c6seazCo

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Trading Spaces

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

youtube_video FCauv-OckBw · row FCauv-OckBw

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Alleycat Chillhop Lounge

Listed as NORBZ, APEX Discoveries, Cakes Music Group – Alleycat Chillhop Lounge (LOFI Chillhop Daydreaming Essentials) · Watch on YouTube

youtube_video Fq1OTxRzUTo · row Fq1OTxRzUTo

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Angry Music Box

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

youtube_video GDexPRIDGXE · row GDexPRIDGXE

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Lofi Black Coffee

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Lofi Black Coffee (Best Chill Beats For Gaming) · Watch on YouTube

youtube_video GszNV7K8AJI · row GszNV7K8AJI

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Inspired

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

youtube_video GwkG1j_7eO4 · row GwkG1j_7eO4

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Don't Cry

Listed as NORBZ – Don't Cry (Chill Island) · Watch on YouTube

youtube_video KCNbBAKN7Ns · row KCNbBAKN7Ns

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Emotional Lofi Fire

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Emotional Lofi Fire (Best LoFi Beats For Study & Work) · Watch on YouTube

youtube_video KM2jUWLoRkE · row KM2jUWLoRkE

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I HAD MY EYES CLOSED (432hz)

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

youtube_video N1WJGnWig1k · row N1WJGnWig1k

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Bad Moves

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

youtube_video NcaZ6K3HK6w · row NcaZ6K3HK6w

LAION-DISCO-12M

A Chill Vibe

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – A Chill Vibe (Best LoFi Beats For Study & Work) · Watch on YouTube

youtube_video ODhLI_FAP-o · row ODhLI_FAP-o

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Rice & Rofi

Listed as NORBZ, APEX Discoveries – Rice & Rofi (Chill) · Watch on YouTube

youtube_video Sxd9xoj51tc · row Sxd9xoj51tc

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Meet Me At Woo

Listed as NORBZ, Chill Cakes Music – Meet Me At Woo (Lil' LOFI's) · Watch on YouTube

youtube_video TYGz4J_P0sM · row TYGz4J_P0sM

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Sad Lofi Beat To Study To

Listed as NORBZ, APEX Discoveries – Sad Lofi Beat To Study To (Chill) · Watch on YouTube

youtube_video UxU8-_9-wJ0 · row UxU8-_9-wJ0

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Daydreams

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

youtube_video W8fjjYJkcg4 · row W8fjjYJkcg4

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Forgive Them

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

youtube_video W_fcxq2pkXw · row W_fcxq2pkXw

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Trying To Be Happy

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Trying To Be Happy (Chill Lofi Beats & Mashups) · Watch on YouTube

youtube_video WeztkHEmmNY · row WeztkHEmmNY

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Bellarina

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

youtube_video ZDELGql97Rk · row ZDELGql97Rk

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Black Eyed Keys

Listed as NORBZ – Black Eyed Keys (Chill Island) · Watch on YouTube

youtube_video _uMZHWzI22M · row _uMZHWzI22M

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Crying Challenge

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Crying Challenge (Best Chill Beats For Gaming) · Watch on YouTube

youtube_video a4uMXBGngx4 · row a4uMXBGngx4

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Everyday Heroes

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Everyday Heroes (Best Chill Beats For Gaming) · Watch on YouTube

youtube_video aTVM7hwGnjY · row aTVM7hwGnjY

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Jam Sessions

Listed as NORBZ, APEX Discoveries, Chill Cakes Music – Jam Sessions (Best Chill Beats For Gaming) · Watch on YouTube

youtube_video bJHcxdz4s0E · row bJHcxdz4s0E

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Cuddley

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

youtube_video bTTAHP0JYb4 · row bTTAHP0JYb4

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Raccoons Rule Lofi Beat

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

youtube_video beHF5jggbmI · row beHF5jggbmI

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11 Strings

Listed as NORBZ – 11 Strings (Chill Island) · Watch on YouTube

youtube_video cHbKTJdvRZU · row cHbKTJdvRZU

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Fragile

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

youtube_video fiL44Ep6SHY · row fiL44Ep6SHY

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Euphoria

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

youtube_video fibqZydhMbw · row fibqZydhMbw

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UNDER ONE VIBE (Triphop + Trap Fusion Mix)

Listed as NORBZ – UNDER ONE VIBE (Triphop + Trap Fusion Mix) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video frh0EWPhQpc · row frh0EWPhQpc

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Raining Calm Beats

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

youtube_video fxjKT-lAgBM · row fxjKT-lAgBM

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TONIGHT IM GETTING LIT (House / Dance Instrumental Mix)

Listed as NORBZ – TONIGHT IM GETTING LIT (House / Dance Instrumental Mix) (432hz TRAP + HIP HOP BEATS (I HAD MY EYES CLOSED)) · Watch on YouTube

youtube_video g4ueFGxdpJA · row g4ueFGxdpJA

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Soft Guy Era

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

youtube_video k6JHGotr1z0 · row k6JHGotr1z0

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Realizations

Listed as NORBZ, Chill Cakes Music – Realizations (Lil' LOFI's) · Watch on YouTube

youtube_video kDXBUmN_rA8 · row kDXBUmN_rA8

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I Think It's Jazz Fi

Listed as NORBZ, Chill Cakes Music – I Think It's Jazz Fi (Lil' LOFI's) · Watch on YouTube

youtube_video l8NPH8alXrk · row l8NPH8alXrk

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High Heels

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

youtube_video m5HmoO8DKng · row m5HmoO8DKng

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Chill Keys

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

youtube_video p4GclZ0L4EY · row p4GclZ0L4EY

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Sad Jazzhop Cafe

Listed as NORBZ, APEX Discoveries, Cakes Music Group – Sad Jazzhop Cafe (LOFI Chillhop Daydreaming Essentials) · Watch on YouTube

youtube_video qtfb2lnGR68 · row qtfb2lnGR68

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Lofi Cherries

Listed as NORBZ, APEX Discoveries, LoFi Cakes Music – Lofi Cherries (Best LoFi Beats For Study & Work) · Watch on YouTube

youtube_video tQhb5jX1ftA · row tQhb5jX1ftA

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Love & War

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

youtube_video wY-WYxsq1Rc · row wY-WYxsq1Rc

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LoFi Octotrack Vinyl Sample Flips

Listed as NORBZ, LOFI RADIO, Chill Hip Hop – LoFi Octotrack Vinyl Sample Flips (LOFI Hip Hop Beats SP404 vs MPC Textures & Aesthetics) · Watch on YouTube

youtube_video xURedO8lcqE · row xURedO8lcqE

LAION-DISCO-12M

Frosted Flakes On My Weed (Instrumental)

Listed as NORBZ, Afrobeat Dancehall, Afrobeats – Frosted Flakes On My Weed (Instrumental) (Cannabis Tributes) · Watch on YouTube

youtube_video xqJAFhH8_PY · row xqJAFhH8_PY

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Do You Trust Me?

Listed as NORBZ, APEX Discoveries – Do You Trust Me? (Chill) · Watch on YouTube

youtube_video y9iJZMHRgr4 · row y9iJZMHRgr4

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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.

Is this you?