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 So Amazing (The Hurricane/Soundtrack Version), Too High, It’s So Hard To Say Goodbye To Yesterday

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.

So Amazing (The Hurricane/Soundtrack Version)

Listed as Boyz II Men – So Amazing (The Hurricane/Soundtrack Version) (The Hurricane (Original Score)) · Watch on YouTube

youtube_video 0XyRWbH-Yow · row 0XyRWbH-Yow

LAION-DISCO-12M

Too High

Listed as Boyz II Men, Norman Brown, Stevie Wonder – Too High (Overjoyed! A Celebration of Stevie Wonder) · Watch on YouTube

youtube_video 1NEqxoAwrmA · row 1NEqxoAwrmA

LAION-DISCO-12M

It’s So Hard To Say Goodbye To Yesterday

Listed as Boyz II Men – It’s So Hard To Say Goodbye To Yesterday (Twenty) · Watch on YouTube

youtube_video 31bVn1pvH_o · row 31bVn1pvH_o

LAION-DISCO-12M

Easy

Listed as Boyz II Men – Easy (Motown - Hitsville, USA) · Watch on YouTube

youtube_video 3UkcF0Ewcpc · row 3UkcF0Ewcpc

LAION-DISCO-12M

If You Leave Me Now

Listed as Boyz II Men – If You Leave Me Now (Love (International Version)) · Watch on YouTube

youtube_video 3rmN7Htqlw0 · row 3rmN7Htqlw0

LAION-DISCO-12M

Time Will Reveal

Listed as Boyz II Men – Time Will Reveal (Throwback) · Watch on YouTube

youtube_video 4Z9nB9758So · row 4Z9nB9758So

LAION-DISCO-12M

Misty Blue

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

youtube_video 4y8usZe9v2o · row 4y8usZe9v2o

LAION-DISCO-12M

All This Love

Listed as Boyz II Men – All This Love (Motown - Hitsville, USA) · Watch on YouTube

youtube_video 5IlGa5gc-dc · row 5IlGa5gc-dc

LAION-DISCO-12M

Refuse To Be The Reason

Listed as Boyz II Men – Refuse To Be The Reason (Twenty) · Watch on YouTube

youtube_video 721ktZ6E9vY · row 721ktZ6E9vY

LAION-DISCO-12M

Yesterday (Spanish Version)

Listed as Boyz II Men – Yesterday (Spanish Version) (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video 75cKlrBQCxc · row 75cKlrBQCxc

LAION-DISCO-12M

I'm OK, You're OK

Listed as Boyz II Men – I'm OK, You're OK (Full Circle) · Watch on YouTube

youtube_video 9d4VsCAyFVY · row 9d4VsCAyFVY

LAION-DISCO-12M

Luv N U

Listed as Boyz II Men – Luv N U (Full Circle) · Watch on YouTube

youtube_video 9oFcCbUvQqY · row 9oFcCbUvQqY

LAION-DISCO-12M

Cupid

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

youtube_video AW25F29Z8FI · row AW25F29Z8FI

LAION-DISCO-12M

Why Do Fools Fall In Love (feat. Jimmy Merchant)

Listed as Boyz II Men – Why Do Fools Fall In Love (feat. Jimmy Merchant) (Under the Streetlight) · Watch on YouTube

youtube_video AnbsECSYd5M · row AnbsECSYd5M

LAION-DISCO-12M

You're Not Alone

Listed as Boyz II Men – You're Not Alone (Christmas Interpretations) · Watch on YouTube

youtube_video BGBwmXSroz4 · row BGBwmXSroz4

LAION-DISCO-12M

I Remember

Listed as Boyz II Men – I Remember (Legacy: The Greatest Hits Collection (Deluxe Edition)) · Watch on YouTube

youtube_video BSiUCznSPRY · row BSiUCznSPRY

LAION-DISCO-12M

Vibin' (The New Flava) (feat. Busta Rhymes, Craig Mack, Method Man & Treach)

Listed as Boyz II Men – Vibin' (The New Flava) (feat. Busta Rhymes, Craig Mack, Method Man & Treach) (Vibin' (Remixes)) · Watch on YouTube

youtube_video DVxiU5y9hU4 · row DVxiU5y9hU4

LAION-DISCO-12M

Step On Up

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

youtube_video DZmGgTcGn3s · row DZmGgTcGn3s

LAION-DISCO-12M

Love Struck (From Songland)

Listed as Boyz II Men – Love Struck (From Songland) (Love Struck (From Songland)) · Watch on YouTube

youtube_video Eh1RArIl5gk · row Eh1RArIl5gk

LAION-DISCO-12M

It's The Same Old Song/Reach Out I'll Be There

Listed as Boyz II Men – It's The Same Old Song/Reach Out I'll Be There (Motown - Hitsville, USA) · Watch on YouTube

youtube_video GY2L2QETKxA · row GY2L2QETKxA

LAION-DISCO-12M

Close the Door

Listed as Boyz II Men – Close the Door (Throwback) · Watch on YouTube

youtube_video GtOG2oQPPEE · row GtOG2oQPPEE

LAION-DISCO-12M

Baby C'mon

Listed as Boyz II Men – Baby C'mon (Evolution) · Watch on YouTube

youtube_video JnLh6n2DXM0 · row JnLh6n2DXM0

LAION-DISCO-12M

So Amazing

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

youtube_video MNJe7FqOdfs · row MNJe7FqOdfs

LAION-DISCO-12M

Makin' Love (Interlude)

Listed as Boyz II Men – Makin' Love (Interlude) (Full Circle) · Watch on YouTube

youtube_video MVxdQ3DAC4o · row MVxdQ3DAC4o

LAION-DISCO-12M

Slowly

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

youtube_video Pw90RK7QpHY · row Pw90RK7QpHY

LAION-DISCO-12M

Do You Remember

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

youtube_video R07l8mno9fM · row R07l8mno9fM

LAION-DISCO-12M

Hey Lover (Instrumental)

Listed as LL COOL J, Boyz II Men – Hey Lover (Instrumental) (Jeep Beats (Instrumental Version)) · Watch on YouTube

youtube_video UG2ZIPSwGBA · row UG2ZIPSwGBA

LAION-DISCO-12M

Motownphilly

Listed as Boyz II Men – Motownphilly (Hitsville USA, The Motown Collection 1972-1992) · Watch on YouTube

youtube_video UqzrPsSEv5c · row UqzrPsSEv5c

LAION-DISCO-12M

Ribbon In The Sky (A Cappella)

Listed as Boyz II Men – Ribbon In The Sky (A Cappella) (Motown: A Journey Through Hitsville, USA) · Watch on YouTube

youtube_video UuJs54vgE2k · row UuJs54vgE2k

LAION-DISCO-12M

Sympin'

Listed as Boyz II Men – Sympin' (Cooleyhighharmony - Expanded Edition) · Watch on YouTube

youtube_video VWl7sLHN34I · row VWl7sLHN34I

LAION-DISCO-12M

I Shoulda Lied

Listed as Boyz II Men – I Shoulda Lied (Twenty) · Watch on YouTube

youtube_video ZoxpSmGWW44 · row ZoxpSmGWW44

LAION-DISCO-12M

On Bended Knee (Human Rhythm Remix)

Listed as Boyz II Men – On Bended Knee (Human Rhythm Remix) (Legacy: The Greatest Hits Collection (Deluxe Edition)) · Watch on YouTube

youtube_video _4rvArlM6H8 · row _4rvArlM6H8

LAION-DISCO-12M

I'll Make Love To You (Slowed + Reverb)

Listed as Boyz II Men – I'll Make Love To You (Slowed + Reverb) (I'll Make Love To You (Slowed + Reverb)) · Watch on YouTube

youtube_video aNKgwBkBUfM · row aNKgwBkBUfM

LAION-DISCO-12M

Jezzebel

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

youtube_video cAzrX2Vsp_E · row cAzrX2Vsp_E

LAION-DISCO-12M

All Night Long

Listed as Boyz II Men – All Night Long (Evolution) · Watch on YouTube

youtube_video cCy3ZT4CRsQ · row cCy3ZT4CRsQ

LAION-DISCO-12M

Right On Time

Listed as Boyz II Men – Right On Time (Full Circle) · Watch on YouTube

youtube_video cFrS9tpWPFM · row cFrS9tpWPFM

LAION-DISCO-12M

Believe

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

youtube_video cgI6VVjS0ZI · row cgI6VVjS0ZI

LAION-DISCO-12M

Time After Time (Kick Version)

Listed as Boyz II Men – Time After Time (Kick Version) (Love (International Version)) · Watch on YouTube

youtube_video eI48gLrbRXE · row eI48gLrbRXE

LAION-DISCO-12M

Mercy Mercy Me (The Ecology)

Listed as Boyz II Men – Mercy Mercy Me (The Ecology) (Motown - Hitsville, USA) · Watch on YouTube

youtube_video eVXKZL1riwU · row eVXKZL1riwU

LAION-DISCO-12M

Do They Know

Listed as Boyz II Men – Do They Know (Christmas Interpretations) · Watch on YouTube

youtube_video iJcYj5sbsqA · row iJcYj5sbsqA

LAION-DISCO-12M

Put Some Music On

Listed as Boyz II Men – Put Some Music On (Twenty) · Watch on YouTube

youtube_video jVfG191j34o · row jVfG191j34o

LAION-DISCO-12M

I'll Show You

Listed as Boyz II Men – I'll Show You (Full Circle) · Watch on YouTube

youtube_video kAVPqVWIzAQ · row kAVPqVWIzAQ

LAION-DISCO-12M

Let It Whip

Listed as Boyz II Men – Let It Whip (Throw Back) · Watch on YouTube

youtube_video keofQG6H8mw · row keofQG6H8mw

LAION-DISCO-12M

La Chica De La Revista

Listed as Boyz II Men – La Chica De La Revista (Evolucion) · Watch on YouTube

youtube_video qF4dyzF9rK8 · row qF4dyzF9rK8

LAION-DISCO-12M

To The Limit

Listed as Boyz II Men – To The Limit (Evolution) · Watch on YouTube

youtube_video qRLhzR_-kDg · row qRLhzR_-kDg

LAION-DISCO-12M

For the Love of You

Listed as Boyz II Men – For the Love of You (Throwback) · Watch on YouTube

youtube_video rBhFegnfXCE · row rBhFegnfXCE

LAION-DISCO-12M

Come On

Listed as Boyz II Men – Come On (Evolution) · Watch on YouTube

youtube_video rHfJuvDWGu4 · row rHfJuvDWGu4

LAION-DISCO-12M

Let It Snow (2020 Holiday Edition) (feat. Brian McKnight)

Listed as Boyz II Men – Let It Snow (2020 Holiday Edition) (feat. Brian McKnight) (Let It Snow (2020 Holiday Edition)) · Watch on YouTube

youtube_video vFTDG5Kt3_U · row vFTDG5Kt3_U

LAION-DISCO-12M

Human Nature

Listed as Boyz II Men – Human Nature (Throw Back) · Watch on YouTube

youtube_video wz7furu6Xy8 · row wz7furu6Xy8

LAION-DISCO-12M

Whatcha Need

Listed as Boyz II Men – Whatcha Need (Full Circle) · Watch on YouTube

youtube_video x6pLmNz1vvg · row x6pLmNz1vvg

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.