Yes. Boyz II Men has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 A Mi Me Va Bien, On Bended Knee (RobbieG Remix), Know What You Want

Listed under the artist name 154 songs in LAION-DISCO-12M

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

A Mi Me Va Bien

Listed as Boyz II Men – A Mi Me Va Bien (Evolucion) · Watch on YouTube

youtube_video 2XMIDBzbQN4 · row 2XMIDBzbQN4

LAION-DISCO-12M

On Bended Knee (RobbieG Remix)

Listed as Boyz II Men – On Bended Knee (RobbieG Remix) (Remix The Classics (Vol. 4)) · Watch on YouTube

youtube_video 3wD-RzgEEIQ · row 3wD-RzgEEIQ

LAION-DISCO-12M

Know What You Want

Listed as Boyz II Men – Know What You Want (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video 4MgSWsI1e2Y · row 4MgSWsI1e2Y

LAION-DISCO-12M

On The Road Again

Listed as Boyz II Men – On The Road Again (Full Circle) · Watch on YouTube

youtube_video 5ahfg_m1XI8 · row 5ahfg_m1XI8

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Te Doy Mi Amor

Listed as Boyz II Men – Te Doy Mi Amor (Evolucion) · Watch on YouTube

youtube_video 623GGjDGK3I · row 623GGjDGK3I

LAION-DISCO-12M

Khalil

Listed as Boyz II Men – Khalil (II) · Watch on YouTube

youtube_video 67vAxfJ5tc4 · row 67vAxfJ5tc4

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All Around The World

Listed as Boyz II Men – All Around The World (II) · Watch on YouTube

youtube_video 7tEv04rrBTg · row 7tEv04rrBTg

LAION-DISCO-12M

Sara Smile

Listed as Boyz II Men – Sara Smile (Throwback) · Watch on YouTube

youtube_video 915ks5WFPAY · row 915ks5WFPAY

LAION-DISCO-12M

That's Why I Love You

Listed as Boyz II Men – That's Why I Love You (Full Circle) · Watch on YouTube

youtube_video 9QpyEUtJNaA · row 9QpyEUtJNaA

LAION-DISCO-12M

One Up For Love

Listed as Boyz II Men – One Up For Love (Twenty) · Watch on YouTube

youtube_video A2E1FH66WSA · row A2E1FH66WSA

LAION-DISCO-12M

The Tracks Of My Tears

Listed as Boyz II Men – The Tracks Of My Tears (Motown - Hitsville, USA) · Watch on YouTube

youtube_video BXrSNjMYbCQ · row BXrSNjMYbCQ

LAION-DISCO-12M

I Can't Make You Love Me

Listed as Boyz II Men – I Can't Make You Love Me (Love (International Version)) · Watch on YouTube

youtube_video DDz-ti0utsg · row DDz-ti0utsg

LAION-DISCO-12M

Oh Well

Listed as Boyz II Men – Oh Well (Full Circle) · Watch on YouTube

youtube_video DSb2Bzlqq6s · row DSb2Bzlqq6s

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Lovely

Listed as Boyz II Men – Lovely (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video EC-HU7KvCCU · row EC-HU7KvCCU

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I Sit Away

Listed as Boyz II Men – I Sit Away (II) · Watch on YouTube

youtube_video G5CuRJtFhjs · row G5CuRJtFhjs

LAION-DISCO-12M

Can't Let Her Go

Listed as Boyz II Men – Can't Let Her Go (Evolution) · Watch on YouTube

youtube_video GS7CUgMDxfo · row GS7CUgMDxfo

LAION-DISCO-12M

U Know

Listed as Boyz II Men – U Know (II) · Watch on YouTube

youtube_video HqU58QmdFfU · row HqU58QmdFfU

LAION-DISCO-12M

One Sweet Day (Chucky's Remix)

Listed as Mariah Carey, Boyz II Men – One Sweet Day (Chucky's Remix) (One Sweet Day EP) · Watch on YouTube

youtube_video LKg7PBDU3cg · row LKg7PBDU3cg

LAION-DISCO-12M

Iris

Listed as Boyz II Men – Iris (Love (International Version)) · Watch on YouTube

youtube_video LV2TwvjpJMc · row LV2TwvjpJMc

LAION-DISCO-12M

4 Estaciones De Soledad

Listed as Boyz II Men – 4 Estaciones De Soledad (Evolucion) · Watch on YouTube

youtube_video MCzNweJpvwA · row MCzNweJpvwA

LAION-DISCO-12M

Good Guy

Listed as Boyz II Men – Good Guy (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video NW6ocijrNYo · row NW6ocijrNYo

LAION-DISCO-12M

Fallin'

Listed as Boyz II Men – Fallin' (II) · Watch on YouTube

youtube_video Nu0qj9Sajn0 · row Nu0qj9Sajn0

LAION-DISCO-12M

Una Cancion Para Mama (ASong For Mama)

Listed as Boyz II Men – Una Cancion Para Mama (ASong For Mama) (Evolucion) · Watch on YouTube

youtube_video OiynB6x3EBU · row OiynB6x3EBU

LAION-DISCO-12M

Little Things

Listed as Boyz II Men – Little Things (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video PTLWj_AW4LU · row PTLWj_AW4LU

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What The Deal

Listed as Boyz II Men – What The Deal (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video PuCADZwfbNE · row PuCADZwfbNE

LAION-DISCO-12M

Silent Night

Listed as Boyz II Men – Silent Night (Christmas Interpretations) · Watch on YouTube

youtube_video QBIBAWqKn0Y · row QBIBAWqKn0Y

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Water Runs Dry

Listed as Boyz II Men – Water Runs Dry (Twenty) · Watch on YouTube

youtube_video RuLVl7eHuSc · row RuLVl7eHuSc

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One More Dance

Listed as Boyz II Men – One More Dance (Twenty) · Watch on YouTube

youtube_video TvclEOcAA34 · row TvclEOcAA34

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Girl In The Life Magazine

Listed as Boyz II Men – Girl In The Life Magazine (Evolution) · Watch on YouTube

youtube_video XCnxLU7Ygbo · row XCnxLU7Ygbo

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Under Pressure

Listed as Boyz II Men – Under Pressure (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video Y7exZEOsFtA · row Y7exZEOsFtA

LAION-DISCO-12M

One Sweet Day (A Cappella)

Listed as Mariah Carey, Boyz II Men – One Sweet Day (A Cappella) (One Sweet Day EP) · Watch on YouTube

youtube_video YnTIBLzfq_g · row YnTIBLzfq_g

LAION-DISCO-12M

Motownphilly

Listed as Boyz II Men – Motownphilly (Twenty) · Watch on YouTube

youtube_video bmjwjb-gwec · row bmjwjb-gwec

LAION-DISCO-12M

This Is My Heart

Listed as Boyz II Men – This Is My Heart (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video cRbIau1w5_g · row cRbIau1w5_g

LAION-DISCO-12M

Uhh Ahh (Remix)

Listed as Boyz II Men – Uhh Ahh (Remix) (Cooleyhighharmony - Expanded Edition) · Watch on YouTube

youtube_video h8f0Ul8NH1M · row h8f0Ul8NH1M

LAION-DISCO-12M

I Finally Know

Listed as Boyz II Men – I Finally Know (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video hVEupej0QeE · row hVEupej0QeE

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Motownphilly (Remix Radio Edit)

Listed as Boyz II Men, Michael Bivins – Motownphilly (Remix Radio Edit) (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video iH5P6YhstuA · row iH5P6YhstuA

LAION-DISCO-12M

Your Love

Listed as Boyz II Men – Your Love (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video kKdlIxfPT3o · row kKdlIxfPT3o

LAION-DISCO-12M

Back For Good

Listed as Boyz II Men – Back For Good (Love (International Version)) · Watch on YouTube

youtube_video lRfCHfwiVV0 · row lRfCHfwiVV0

LAION-DISCO-12M

Beautiful Women

Listed as Boyz II Men – Beautiful Women (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video mPz0HLi9AGY · row mPz0HLi9AGY

LAION-DISCO-12M

What You Won't Do for Love

Listed as Boyz II Men – What You Won't Do for Love (Throwback) · Watch on YouTube

youtube_video my6B2YSpVYM · row my6B2YSpVYM

LAION-DISCO-12M

Trying Times

Listed as Boyz II Men – Trying Times (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video ngGbZgtXOQE · row ngGbZgtXOQE

LAION-DISCO-12M

Losing Sleep

Listed as Boyz II Men – Losing Sleep (Rare RnB & New Jack 81) · Watch on YouTube

youtube_video ny9xtSAdCPc · row ny9xtSAdCPc

LAION-DISCO-12M

Sympin (Remix Radio Edit)

Listed as Boyz II Men – Sympin (Remix Radio Edit) (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video oOX-fCEVlTE · row oOX-fCEVlTE

LAION-DISCO-12M

Human II (Don't Turn Your Back On Me)

Listed as Boyz II Men – Human II (Don't Turn Your Back On Me) (Evolution) · Watch on YouTube

youtube_video pbPIpRfRmuY · row pbPIpRfRmuY

LAION-DISCO-12M

Never Go Away

Listed as Boyz II Men – Never Go Away (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video qxF73XOiqiA · row qxF73XOiqiA

LAION-DISCO-12M

You Make Me Feel Brand New

Listed as Boyz II Men – You Make Me Feel Brand New (Throwback) · Watch on YouTube

youtube_video rgJWIXjI4pI · row rgJWIXjI4pI

LAION-DISCO-12M

You Just Got Slapped (From "How I Met Your Mother: Season 9")

Listed as Boyz II Men – You Just Got Slapped (From "How I Met Your Mother: Season 9") (How I Met Your Music: Deluxe (Original Television Soundtrack)) · Watch on YouTube

youtube_video sUhFwhdr1Kw · row sUhFwhdr1Kw

LAION-DISCO-12M

Vibin'

Listed as Boyz II Men – Vibin' (II) · Watch on YouTube

youtube_video vvJ-P0W4Q0Q · row vvJ-P0W4Q0Q

LAION-DISCO-12M

End Of The Road (A Cappella)

Listed as Boyz II Men – End Of The Road (A Cappella) (Motown - Hitsville, USA) · Watch on YouTube

youtube_video xseUhRoQ78U · row xseUhRoQ78U

LAION-DISCO-12M

Four Seasons Of Loneliness

Listed as Boyz II Men – Four Seasons Of Loneliness (Twenty) · Watch on YouTube

youtube_video ywdhVTSXWV0 · row ywdhVTSXWV0

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.