Yes. shirobeats has 137 songs listed in a dataset used to train AI music models.

Used for training 137

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 CYBERSPACE DREAMS (Instrumental) (feat. NINJ3FF3C7 & Louverture), Timelapse (feat. Himemiya Rie, Iamkingsolo & CrYIdeK), HOLLOW HUNGER

Listed under the artist name 137 songs in LAION-DISCO-12M

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

CYBERSPACE DREAMS (Instrumental) (feat. NINJ3FF3C7 & Louverture)

Listed as DEMONDICE, Shirobeats, HalaCG – CYBERSPACE DREAMS (Instrumental) (feat. NINJ3FF3C7 & Louverture) (CYBERSPACE DREAMS) · Watch on YouTube

youtube_video -sDlUcxGkng · row -sDlUcxGkng

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Timelapse (feat. Himemiya Rie, Iamkingsolo & CrYIdeK)

Listed as Miori Celesta, Shirobeats, Louverture – Timelapse (feat. Himemiya Rie, Iamkingsolo & CrYIdeK) (Timelapse) · Watch on YouTube

youtube_video 0D_QqN55E1A · row 0D_QqN55E1A

LAION-DISCO-12M

HOLLOW HUNGER

Listed as Ironmouse, shirobeats, ThunderScott – HOLLOW HUNGER (HOLLOW HUNGER) · Watch on YouTube

youtube_video 2UFvqxkYRz0 · row 2UFvqxkYRz0

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Toxic Intimacy (feat. Keetheweeb & KC*+)

Listed as Shirobeats, Zach B, Louverture – Toxic Intimacy (feat. Keetheweeb & KC*+) (Toxic Intimacy) · Watch on YouTube

youtube_video 42wayAXtG1I · row 42wayAXtG1I

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Highschool Dxd (Instrumental)

Listed as Shirobeats, None Like Joshua, NOIZZ. – Highschool Dxd (Instrumental) (Highschool Dxd) · Watch on YouTube

youtube_video 4ImJ_N7eJrc · row 4ImJ_N7eJrc

LAION-DISCO-12M

SOUL MENACE 3

Listed as Breeton Boi, Drip$tick, Shirobeats – SOUL MENACE 3 (SOUL MENACE 3) · Watch on YouTube

youtube_video 5A5i4cZd4TI · row 5A5i4cZd4TI

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Fall Away (feat. Miori Celesta, Oricadia, 2HalosAni & ThunderScott)

Listed as Shirobeats, Lollia, NOIZZ. – Fall Away (feat. Miori Celesta, Oricadia, 2HalosAni & ThunderScott) (Hocus Pocus) · Watch on YouTube

youtube_video 5NZ-6Mwe8CY · row 5NZ-6Mwe8CY

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Two Worlds Collide (feat. Darlingstrawb, Iamkingsolo, NOIZZ. & 2HalosAni)

Listed as Shirobeats, Louverture, Miori Celesta – Two Worlds Collide (feat. Darlingstrawb, Iamkingsolo, NOIZZ. & 2HalosAni) (WITCHING HOUR) · Watch on YouTube

youtube_video 6RabvvPtpig · row 6RabvvPtpig

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Flight Mode

Listed as Connor Quest!, shirobeats – Flight Mode (Flight Mode) · Watch on YouTube

youtube_video 7rA2FoYH6SM · row 7rA2FoYH6SM

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Yuusha (Remix) (Remix)

Listed as Shirobeats, ShiroNeko – Yuusha (Remix) (Remix) (Yuusha (sousou no frieren)) · Watch on YouTube

youtube_video 8Bo8U9EN6WA · row 8Bo8U9EN6WA

LAION-DISCO-12M

Battery 2 (feat. Oricadia, Kiwwi & pdr dax)

Listed as Shirobeats, Ironmouse, McGwire – Battery 2 (feat. Oricadia, Kiwwi & pdr dax) (Battery 2) · Watch on YouTube

youtube_video 8qSNaeJVsKs · row 8qSNaeJVsKs

LAION-DISCO-12M

Subaru & Emilia (Re Zero) (feat. Lollia)

Listed as None Like Joshua, shirobeats, NOIZZ. – Subaru & Emilia (Re Zero) (feat. Lollia) (Subaru & Emilia (Re Zero)) · Watch on YouTube

youtube_video BgIuoicqOEI · row BgIuoicqOEI

LAION-DISCO-12M

Power (feat. V!CE & Diggz Da Prophecy)

Listed as Shirobeats, Zach B, IHYKC...?! – Power (feat. V!CE & Diggz Da Prophecy) (Power) · Watch on YouTube

youtube_video DBn3a0Il-hE · row DBn3a0Il-hE

LAION-DISCO-12M

Twilight Thrill! (Instrumental) (feat. NOIZZ.)

Listed as CottontailVA, Shirobeats, OBKATIEKAT – Twilight Thrill! (Instrumental) (feat. NOIZZ.) (Twilight Thrill!) · Watch on YouTube

youtube_video DGZqiktSOTo · row DGZqiktSOTo

LAION-DISCO-12M

Dress You Up & Down (feat. Stargirl)

Listed as Connor Quest!, shirobeats – Dress You Up & Down (feat. Stargirl) (Dress You Up & Down) · Watch on YouTube

youtube_video DN3KAdoEUx0 · row DN3KAdoEUx0

LAION-DISCO-12M

I NEED ME A DRAGON MAID CHICK (feat. Diggz Da Prophecy)

Listed as Breeton Boi, shirobeats – I NEED ME A DRAGON MAID CHICK (feat. Diggz Da Prophecy) (I NEED ME A DRAGON MAID CHICK) · Watch on YouTube

youtube_video E7ciC-3r63E · row E7ciC-3r63E

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Devil (feat. Bubi)

Listed as Ironmouse, Shirobeats, HalaCG – Devil (feat. Bubi) (Devil) · Watch on YouTube

youtube_video Eu4z_n-9Vpw · row Eu4z_n-9Vpw

LAION-DISCO-12M

Anarchy (feat. Bubi)

Listed as Ironmouse, Shirobeats, HalaCG – Anarchy (feat. Bubi) (Anarchy) · Watch on YouTube

youtube_video IOrEo6O3MSU · row IOrEo6O3MSU

LAION-DISCO-12M

New Genesis: Shinjidai (Chill Version)

Listed as shirobeats, ShiroNeko – New Genesis: Shinjidai (Chill Version) (New Genesis: Shinjidai (Chill version)) · Watch on YouTube

youtube_video M8PCh9ejg6k · row M8PCh9ejg6k

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Too Strong (feat. Bonecage & Connor Quest!)

Listed as Shirobeats, Zach B – Too Strong (feat. Bonecage & Connor Quest!) (Too Strong) · Watch on YouTube

youtube_video OI_rWVzpdfw · row OI_rWVzpdfw

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Hellish Bombardment (feat. NOIZZ. & IHYKC...?!)

Listed as Shirobeats, Pe$o Pete, Louverture – Hellish Bombardment (feat. NOIZZ. & IHYKC...?!) (Hellish Bombardment) · Watch on YouTube

youtube_video WaSRxiWy_DU · row WaSRxiWy_DU

LAION-DISCO-12M

Ai No Supreme (From “Miss Kobayashi's Dragon Maid S”) (Remix)

Listed as shirobeats, NOIZZ., Trap Music Now – Ai No Supreme (From “Miss Kobayashi's Dragon Maid S”) (Remix) (Ai No Supreme (From “Miss Kobayashi's Dragon Maid S”) (Remix)) · Watch on YouTube

youtube_video XJEpmGFuYQg · row XJEpmGFuYQg

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WAR PAINT (Instrumental)

Listed as shirobeats, Pe$o Pete, Mir Blackwell – WAR PAINT (Instrumental) (WAR PAINT) · Watch on YouTube

youtube_video Ynv_dqajjxg · row Ynv_dqajjxg

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Goth Bae (feat. Layna Lazar, Ham Sandwich & Maplekeurig)

Listed as Louverture, Mir Blackwell, Shirobeats – Goth Bae (feat. Layna Lazar, Ham Sandwich & Maplekeurig) (Goth Bae) · Watch on YouTube

youtube_video Z36P3sZCP5g · row Z36P3sZCP5g

LAION-DISCO-12M

Satellite (feat. Zach B & Lucidsky)

Listed as Shirobeats, Mcgwire, pdr dax – Satellite (feat. Zach B & Lucidsky) (Satellite) · Watch on YouTube

youtube_video apPQ_7FL0w4 · row apPQ_7FL0w4

LAION-DISCO-12M

Toxic Intimacy (Kiwwi Remix) (feat. Kiwwi, KC*+ & Keetheweeb)

Listed as Shirobeats, Louverture, Zach B – Toxic Intimacy (Kiwwi Remix) (feat. Kiwwi, KC*+ & Keetheweeb) (WITCHING HOUR) · Watch on YouTube

youtube_video bAqPkAeJ1Wk · row bAqPkAeJ1Wk

LAION-DISCO-12M

Witch Girls (Instrumental) (feat. NOIZZ. & Sleeping Forest)

Listed as Lollia, Chi-Chi, Shirobeats – Witch Girls (Instrumental) (feat. NOIZZ. & Sleeping Forest) (Witch Girls) · Watch on YouTube

youtube_video dggOgIxDKcU · row dggOgIxDKcU

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My Favourite Light (feat. DJ Dax & LUCIDSKY)

Listed as McGwire, Louverture, Shirobeats – My Favourite Light (feat. DJ Dax & LUCIDSKY) (My Favourite Light) · Watch on YouTube

youtube_video dtBpEJjNL-o · row dtBpEJjNL-o

LAION-DISCO-12M

THESE CHANGES

Listed as Shirobeats, McGwire, Swoodeasu – THESE CHANGES (Hocus Pocus) · Watch on YouTube

youtube_video eucLZcRK-Us · row eucLZcRK-Us

LAION-DISCO-12M

Feliz Navidad x Mi Burrito Sabanero (feat. Nyanners)

Listed as shirobeats, Silva Hound, Ironmouse – Feliz Navidad x Mi Burrito Sabanero (feat. Nyanners) (Feliz Navidad x Mi Burrito Sabanero) · Watch on YouTube

youtube_video gokFeY7LOGw · row gokFeY7LOGw

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WAR PAINT (feat. Louverture, Breeton Boi & Vasto)

Listed as shirobeats, Pe$o Pete, Mir Blackwell – WAR PAINT (feat. Louverture, Breeton Boi & Vasto) (WAR PAINT) · Watch on YouTube

youtube_video iW6W8XfC24Y · row iW6W8XfC24Y

LAION-DISCO-12M

Akeboshi (Nezuko) [Demon Slayer Season 2] (Trap Remix)

Listed as shirobeats, ShiroNeko – Akeboshi (Nezuko) [Demon Slayer Season 2] (Trap Remix) (Akeboshi (Nezuko) [Demon Slayer Season 2] (Trap Remix)) · Watch on YouTube

youtube_video ibR7uC90dVQ · row ibR7uC90dVQ

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fashion monster 2

Listed as shirobeats, NOIZZ. – fashion monster 2 (fashion monster 2) · Watch on YouTube

youtube_video igRc6WCU4J8 · row igRc6WCU4J8

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Twilight Thrill! (feat. Louverture, Connor Quest! & NOIZZ.)

Listed as CottontailVA, Shirobeats, OBKATIEKAT – Twilight Thrill! (feat. Louverture, Connor Quest! & NOIZZ.) (Twilight Thrill!) · Watch on YouTube

youtube_video j-ELi5zXklw · row j-ELi5zXklw

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Fall Away (feat. Oricadia, 2HalosAni, ThunderScott & NOIZZ.)

Listed as Lollia, Miori Celesta, Shirobeats – Fall Away (feat. Oricadia, 2HalosAni, ThunderScott & NOIZZ.) (Fall Away) · Watch on YouTube

youtube_video jZtCPEnnxmA · row jZtCPEnnxmA

LAION-DISCO-12M

Dragon Maid S

Listed as shirobeats, NOIZZ. – Dragon Maid S (Dragon Maid S) · Watch on YouTube

youtube_video jvyqxKEX-2s · row jvyqxKEX-2s

LAION-DISCO-12M

Witch Girls (feat. Louverture, 2HalosAni, Sleeping Forest & Caspy)

Listed as Lollia, Chi-Chi, Shirobeats – Witch Girls (feat. Louverture, 2HalosAni, Sleeping Forest & Caspy) (Witch Girls) · Watch on YouTube

youtube_video jxO5QitGFHs · row jxO5QitGFHs

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Getcha! (feat. Nyanners)

Listed as shirobeats, Ironmouse, Sleeping Forest – Getcha! (feat. Nyanners) (Getcha!) · Watch on YouTube

youtube_video kq7olJEAQ2M · row kq7olJEAQ2M

LAION-DISCO-12M

JELLYBEAN SMOKE! (Berserk Skeleton Meme Song) (Instrumental)

Listed as Breeton Boi, shirobeats, Louverture – JELLYBEAN SMOKE! (Berserk Skeleton Meme Song) (Instrumental) (JELLYBEAN SMOKE! (Berserk Skeleton Meme Song)) · Watch on YouTube

youtube_video lCe64A6zYdA · row lCe64A6zYdA

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HUSH (feat. DizzyEight)

Listed as Shirobeats, Ham Sandwich, Louverture – HUSH (feat. DizzyEight) (HUSH) · Watch on YouTube

youtube_video lLAeh5FvtVo · row lLAeh5FvtVo

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Another Day (Re Zero Rap) (feat. PiNKII, Lizz Robinett & NOIZZ.)

Listed as None Like Joshua, shirobeats – Another Day (Re Zero Rap) (feat. PiNKII, Lizz Robinett & NOIZZ.) (Another Day (Re Zero Rap)) · Watch on YouTube

youtube_video nYoqCqqRD00 · row nYoqCqqRD00

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Broken

Listed as Zach B, Mack on the Beat, shirobeats – Broken (Broken) · Watch on YouTube

youtube_video rtDg1sINiic · row rtDg1sINiic

LAION-DISCO-12M

Magical Girls (feat. OR3O, Trickywi, xUnreachablee & Katyuska MoonFox)

Listed as Shirobeats, Lollia, Louverture – Magical Girls (feat. OR3O, Trickywi, xUnreachablee & Katyuska MoonFox) (Magical Girls) · Watch on YouTube

youtube_video rzUruKRx6TI · row rzUruKRx6TI

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Top of the World (feat. ChewieCatt)

Listed as Zach B, Mack on the Beat, shirobeats – Top of the World (feat. ChewieCatt) (Top of the World) · Watch on YouTube

youtube_video s20xHuqyG0Q · row s20xHuqyG0Q

LAION-DISCO-12M

Gon & Killua (Hunter x Hunter) [Shoot] (feat. CN!)

Listed as None Like Joshua, Louverture, Shirobeats – Gon & Killua (Hunter x Hunter) [Shoot] (feat. CN!) (Gon & Killua (Hunter x Hunter) [Shoot]) · Watch on YouTube

youtube_video sXZE5BME6fk · row sXZE5BME6fk

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Hey Hey Hey (feat. NOIZZ.)

Listed as Shirobeats, Ham Sandwich, Pe$o Pete – Hey Hey Hey (feat. NOIZZ.) (Hey Hey Hey) · Watch on YouTube

youtube_video uZIHcopMDFI · row uZIHcopMDFI

LAION-DISCO-12M

Collide (feat. Little Nii)

Listed as Connor Quest!, ShiroNeko, Shirobeats – Collide (feat. Little Nii) (Collide) · Watch on YouTube

youtube_video xBmdJ56cCkI · row xBmdJ56cCkI

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Genshin Impact Rap

Listed as Shirobeats, None Like Joshua – Genshin Impact Rap (Genshin Impact Rap) · Watch on YouTube

youtube_video xHkwP4-Jt5Q · row xHkwP4-Jt5Q

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CYBERSPACE DREAMS (feat. Louverture & NINJ3FF3C7)

Listed as DEMONDICE, Shirobeats, HalaCG – CYBERSPACE DREAMS (feat. Louverture & NINJ3FF3C7) (CYBERSPACE DREAMS) · Watch on YouTube

youtube_video yJD83UpRP1A · row yJD83UpRP1A

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Two Worlds Collide (Instrumental) (feat. NOIZZ.)

Listed as Miori Celesta, Shirobeats, Louverture – Two Worlds Collide (Instrumental) (feat. NOIZZ.) (Two Worlds Collide (Timelapse)) · Watch on YouTube

youtube_video ysXk-i40AY0 · row ysXk-i40AY0

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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.

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.