Yes. 446 has 32 songs listed in a dataset used to train AI music models.

Used for training 32

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 Bpn Gangster (feat. Natural Weapon), Big Gun Clip, OTOKOBUNE Feat.MISTA O.K.I (feat. Mista O.k.i)

Listed under the artist name 32 songs in LAION-DISCO-12M

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

Bpn Gangster (feat. Natural Weapon)

Listed as 446 – Bpn Gangster (feat. Natural Weapon) (2 -Second-) · Watch on YouTube

youtube_video -kOQ7Du-A24 · row -kOQ7Du-A24

LAION-DISCO-12M

Big Gun Clip

Listed as 446, Bounty Killer – Big Gun Clip (Big Gun Clip) · Watch on YouTube

youtube_video -ut1q9P5jm0 · row -ut1q9P5jm0

LAION-DISCO-12M

OTOKOBUNE Feat.MISTA O.K.I (feat. Mista O.k.i)

Listed as 446 – OTOKOBUNE Feat.MISTA O.K.I (feat. Mista O.k.i) (Otokobune feat. Mista O.K.I) · Watch on YouTube

youtube_video 2Z_9-AFJDKc · row 2Z_9-AFJDKc

LAION-DISCO-12M

Pirates (feat. NOISE)

Listed as 446 – Pirates (feat. NOISE) (2 -Second-) · Watch on YouTube

youtube_video 3PGuruXZboU · row 3PGuruXZboU

LAION-DISCO-12M

Poison Girl Feat. Mc Yoshi (feat. MC YOSHI)

Listed as 446 – Poison Girl Feat. Mc Yoshi (feat. MC YOSHI) (Poison Girl Feat. Mc Yoshi) · Watch on YouTube

youtube_video 4dYlKZ-dTs8 · row 4dYlKZ-dTs8

LAION-DISCO-12M

くちぶえ - Kuchibue (feat. Pochomukin)

Listed as 446 – くちぶえ - Kuchibue (feat. Pochomukin) (Kuchibue) · Watch on YouTube

youtube_video 4wsoxsqUL84 · row 4wsoxsqUL84

LAION-DISCO-12M

YARITAI

Listed as 446 – YARITAI (B.P.presents SEX VIOLENCE Rock 'n' roll) · Watch on YouTube

youtube_video 5b05zEt5Cl8 · row 5b05zEt5Cl8

LAION-DISCO-12M

''C''

Listed as 446 – ''C'' (2 -Second-) · Watch on YouTube

youtube_video 5b8WDshcdCQ · row 5b8WDshcdCQ

LAION-DISCO-12M

Yukidukiyo

Listed as 446 – Yukidukiyo (Yukitsukiyo) · Watch on YouTube

youtube_video 6zdkfVe0fBw · row 6zdkfVe0fBw

LAION-DISCO-12M

Megane Samba Remix Feat. Hidaddy (feat. HIDADDY)

Listed as 446 – Megane Samba Remix Feat. Hidaddy (feat. HIDADDY) (Megane Sanba Remix feat. Hidaddy) · Watch on YouTube

youtube_video BmlrA-yucy4 · row BmlrA-yucy4

LAION-DISCO-12M

Boppin (feat. Kenty Gross)

Listed as 446 – Boppin (feat. Kenty Gross) (Boppin) · Watch on YouTube

youtube_video Dgt7bRypBT8 · row Dgt7bRypBT8

LAION-DISCO-12M

Mobile Workers

Listed as 446 – Mobile Workers (Mobile Workers) · Watch on YouTube

youtube_video FHwlcKl2hgA · row FHwlcKl2hgA

LAION-DISCO-12M

Stink Mouth Part. 1 feat. Noise (feat. NOISE)

Listed as 446 – Stink Mouth Part. 1 feat. Noise (feat. NOISE) (High Grade Style) · Watch on YouTube

youtube_video LSd-UQ9_VCI · row LSd-UQ9_VCI

LAION-DISCO-12M

Ikirutteiukoto (feat. Shingo Nishinari)

Listed as 446 – Ikirutteiukoto (feat. Shingo Nishinari) (2 -Second-) · Watch on YouTube

youtube_video N2s8ar14y2k · row N2s8ar14y2k

LAION-DISCO-12M

Tsumikikuzushi

Listed as 446 – Tsumikikuzushi (B.P.presents SEX VIOLENCE Rock 'n' roll) · Watch on YouTube

youtube_video OJB1f-tR-fY · row OJB1f-tR-fY

LAION-DISCO-12M

Girochindai

Listed as 446 – Girochindai (2 -Second-) · Watch on YouTube

youtube_video So22YgDbf0U · row So22YgDbf0U

LAION-DISCO-12M

Rudebwoy Funk Anthem (446 Version)

Listed as 446 – Rudebwoy Funk Anthem (446 Version) (Rudebwoy Funk Anthem (446 Version)) · Watch on YouTube

youtube_video VUZbYJJcYZo · row VUZbYJJcYZo

LAION-DISCO-12M

CHOME CHOME

Listed as 446 – CHOME CHOME (B.P.presents SEX VIOLENCE Rock 'n' roll) · Watch on YouTube

youtube_video WFxrhZtdQBQ · row WFxrhZtdQBQ

LAION-DISCO-12M

メガネサンバ - MEGANE SAMBA

Listed as 446 – メガネサンバ - MEGANE SAMBA (POCYOMKIN&SUPER STAR RETSUDEN GOKIGEN RADIO) · Watch on YouTube

youtube_video Xx3jMN3ntJE · row Xx3jMN3ntJE

LAION-DISCO-12M

STINK MOUTH Part.1 - Stink Mouth Part. 1 (feat. NOISE)

Listed as 446 – STINK MOUTH Part.1 - Stink Mouth Part. 1 (feat. NOISE) (Stink Mouth Part. 1) · Watch on YouTube

youtube_video _A6yOpH3ikk · row _A6yOpH3ikk

LAION-DISCO-12M

BARI BARI Legend

Listed as 446 – BARI BARI Legend (B.P.presents SEX VIOLENCE Rock 'n' roll) · Watch on YouTube

youtube_video _zCI-ttWdVg · row _zCI-ttWdVg

LAION-DISCO-12M

Access All Area

Listed as 446, La Bono Capo – Access All Area (Access All Area) · Watch on YouTube

youtube_video a-BW5RHOV6Q · row a-BW5RHOV6Q

LAION-DISCO-12M

Vacation

Listed as 446 – Vacation (2 -Second-) · Watch on YouTube

youtube_video afh7NKeKvqE · row afh7NKeKvqE

LAION-DISCO-12M

MEK BAGGA BAGGA MONEY (REMIX) - Mek Bakka Bakka Money (Remix)

Listed as 446, Jumbo Maatch – MEK BAGGA BAGGA MONEY (REMIX) - Mek Bakka Bakka Money (Remix) (Mek Bagga Bagga Money (Original & Remix)) · Watch on YouTube

youtube_video ehXsHD2rH3Y · row ehXsHD2rH3Y

LAION-DISCO-12M

MEK BAGGA BAGGA MONEY - Mek Bakka Bakka Money

Listed as 446 – MEK BAGGA BAGGA MONEY - Mek Bakka Bakka Money (Mek Bagga Bagga Money (Original & Remix)) · Watch on YouTube

youtube_video g9ppN2A9__s · row g9ppN2A9__s

LAION-DISCO-12M

Set Trend (feat. Jason Sweetness & La Bono Capo)

Listed as 446 – Set Trend (feat. Jason Sweetness & La Bono Capo) (Set Trend) · Watch on YouTube

youtube_video gn8TBV5IXvg · row gn8TBV5IXvg

LAION-DISCO-12M

Tegami

Listed as 446 – Tegami (Tegami) · Watch on YouTube

youtube_video o85pN1pTKoM · row o85pN1pTKoM

LAION-DISCO-12M

Don't Give Up

Listed as 446 – Don't Give Up (Don't Give Up) · Watch on YouTube

youtube_video qdmR1mZb_GQ · row qdmR1mZb_GQ

LAION-DISCO-12M

Intro

Listed as 446 – Intro (2 -Second-) · Watch on YouTube

youtube_video qycsUy-pbjk · row qycsUy-pbjk

LAION-DISCO-12M

STINK MOUTH Part.2 - Stink Mouth Part. 2 (feat. Boy Ken & NOISE)

Listed as 446 – STINK MOUTH Part.2 - Stink Mouth Part. 2 (feat. Boy Ken & NOISE) (Stink Mouth Part. 2) · Watch on YouTube

youtube_video sgpAIKx6LZ0 · row sgpAIKx6LZ0

LAION-DISCO-12M

Dear

Listed as Tak-Z, 446 – Dear (Dear) · Watch on YouTube

youtube_video ts1PRDayNx4 · row ts1PRDayNx4

LAION-DISCO-12M

Skit (World Call)

Listed as 446 – Skit (World Call) (2 -Second-) · Watch on YouTube

youtube_video uM7RPAzWvV0 · row uM7RPAzWvV0

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.