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 Al Final Del Camino (End Of The Road, Spanish Version) (Spanish Version), Water Runs Dry, Motownphilly

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.

Al Final Del Camino (End Of The Road, Spanish Version) (Spanish Version)

Listed as Boyz II Men – Al Final Del Camino (End Of The Road, Spanish Version) (Spanish Version) (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video -ROazWu4UQA · row -ROazWu4UQA

LAION-DISCO-12M

Water Runs Dry

Listed as Boyz II Men – Water Runs Dry (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video 2eBDOTU5hQM · row 2eBDOTU5hQM

LAION-DISCO-12M

Motownphilly

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

youtube_video 51swQf8ONW0 · row 51swQf8ONW0

LAION-DISCO-12M

I’ll Make Love To You

Listed as Boyz II Men – I’ll Make Love To You (Twenty) · Watch on YouTube

youtube_video 5fs8FFa-mMo · row 5fs8FFa-mMo

LAION-DISCO-12M

Vibin' Remix

Listed as Erick Sermon, Boyz II Men, Redman, Keith Murray – Vibin' Remix (Green Eyed Remixes 2) · Watch on YouTube

youtube_video 6XBmy95_UR4 · row 6XBmy95_UR4

LAION-DISCO-12M

Your Home Is In My Heart (Stella's Love Theme)

Listed as Chanté Moore, Boyz II Men – Your Home Is In My Heart (Stella's Love Theme) (Legacy: The Greatest Hits Collection (Deluxe Edition)) · Watch on YouTube

youtube_video 8Ab3DWANU-g · row 8Ab3DWANU-g

LAION-DISCO-12M

Dreams

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

youtube_video 8mBLpoa1MJA · row 8mBLpoa1MJA

LAION-DISCO-12M

End Of The Road

Listed as Boyz II Men – End Of The Road (Cooleyhighharmony - Expanded Edition) · Watch on YouTube

youtube_video CmeriHkAF5c · row CmeriHkAF5c

LAION-DISCO-12M

Open Arms

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

youtube_video CojiWC5nZ70 · row CojiWC5nZ70

LAION-DISCO-12M

More Than You’ll Ever Know (feat. Charlie Wilson)

Listed as Boyz II Men – More Than You’ll Ever Know (feat. Charlie Wilson) (Twenty) · Watch on YouTube

youtube_video ESI0NK90yW4 · row ESI0NK90yW4

LAION-DISCO-12M

Relax Your Mind (LP (Radio) Version - Recall) (feat. Faith Evans)

Listed as Boyz II Men – Relax Your Mind (LP (Radio) Version - Recall) (feat. Faith Evans) (Full Circle) · Watch on YouTube

youtube_video F4G0jmtk-nQ · row F4G0jmtk-nQ

LAION-DISCO-12M

Be Still Moses

Listed as Steep Canyon Rangers, Asheville Symphony, Boyz II Men – Be Still Moses (Be Still Moses) · Watch on YouTube

youtube_video FnwMsxv2XPk · row FnwMsxv2XPk

LAION-DISCO-12M

50 Candles

Listed as Boyz II Men – 50 Candles (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video Gv1mUaqikaE · row Gv1mUaqikaE

LAION-DISCO-12M

Just My Imagination (Running Away With Me)

Listed as Boyz II Men – Just My Imagination (Running Away With Me) (Motown - Hitsville, USA) · Watch on YouTube

youtube_video GwtsH96E1jE · row GwtsH96E1jE

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 (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video Hij2q7ptNos · row Hij2q7ptNos

LAION-DISCO-12M

Uhh Ahh

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

youtube_video JiIeLDekft4 · row JiIeLDekft4

LAION-DISCO-12M

Doin' Just Fine

Listed as Boyz II Men – Doin' Just Fine (Evolution) · Watch on YouTube

youtube_video K8D38Y0wOjQ · row K8D38Y0wOjQ

LAION-DISCO-12M

I Will Get There

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

youtube_video LqPOUJlDj0o · row LqPOUJlDj0o

LAION-DISCO-12M

Pass You By

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

youtube_video MbBKgj7IxCU · row MbBKgj7IxCU

LAION-DISCO-12M

Ain't Nothing Like The Real Thing

Listed as Boyz II Men, Patti LaBelle – Ain't Nothing Like The Real Thing (Motown: A Journey Through Hitsville, USA) · Watch on YouTube

youtube_video PgUiTDcorrM · row PgUiTDcorrM

LAION-DISCO-12M

Dear God

Listed as Boyz II Men – Dear God (Evolution) · Watch on YouTube

youtube_video PtXGt_A8Te8 · row PtXGt_A8Te8

LAION-DISCO-12M

Yo Te Voy A Amar

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

youtube_video R0wGc3oAvt4 · row R0wGc3oAvt4

LAION-DISCO-12M

Yesterday

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

youtube_video SUeFK8UZGuk · row SUeFK8UZGuk

LAION-DISCO-12M

It's So Hard To Say Goodbye To Yesterday (Radio Version)

Listed as Boyz II Men – It's So Hard To Say Goodbye To Yesterday (Radio Version) (Cooleyhighharmony - Expanded Edition) · Watch on YouTube

youtube_video ULddeyVeREY · row ULddeyVeREY

LAION-DISCO-12M

On Bended Knee

Listed as Boyz II Men – On Bended Knee (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video XxmVwTYNj-E · row XxmVwTYNj-E

LAION-DISCO-12M

Can You Stand The Rain

Listed as Boyz II Men – Can You Stand The Rain (Evolution) · Watch on YouTube

youtube_video Z0jj-L6rBZA · row Z0jj-L6rBZA

LAION-DISCO-12M

One Sweet Day

Listed as Mariah Carey, Boyz II Men – One Sweet Day (#1's) · Watch on YouTube

youtube_video _R26_i2w-q4 · row _R26_i2w-q4

LAION-DISCO-12M

4 Seasons Of Loneliness

Listed as Boyz II Men – 4 Seasons Of Loneliness (Evolution) · Watch on YouTube

youtube_video _XIo6ndxe4I · row _XIo6ndxe4I

LAION-DISCO-12M

Amazed

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

youtube_video _n5Zb0sh11k · row _n5Zb0sh11k

LAION-DISCO-12M

The Color of Love

Listed as Boyz II Men – The Color of Love (Full Circle) · Watch on YouTube

youtube_video adhjHxo9xTA · row adhjHxo9xTA

LAION-DISCO-12M

Let It Snow (feat. Brian McKnight)

Listed as Boyz II Men – Let It Snow (feat. Brian McKnight) (Christmas Interpretations) · Watch on YouTube

youtube_video diwjhMcazoE · row diwjhMcazoE

LAION-DISCO-12M

I Do

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

youtube_video eDKBIclq2yE · row eDKBIclq2yE

LAION-DISCO-12M

Lonely Heart

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

youtube_video exPLkM8bKbI · row exPLkM8bKbI

LAION-DISCO-12M

A Song For Mama

Listed as Boyz II Men – A Song For Mama (Evolution) · Watch on YouTube

youtube_video fBUDiMrEwZE · row fBUDiMrEwZE

LAION-DISCO-12M

Uhh Ahh

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

youtube_video fEluQ7sMToQ · row fEluQ7sMToQ

LAION-DISCO-12M

Never

Listed as Boyz II Men – Never (Evolution) · Watch on YouTube

youtube_video hh5jG2K5KDo · row hh5jG2K5KDo

LAION-DISCO-12M

A Song For Mama

Listed as Boyz II Men – A Song For Mama (Twenty) · Watch on YouTube

youtube_video mFIjNJ7Acuo · row mFIjNJ7Acuo

LAION-DISCO-12M

I'll Make Love To You

Listed as Boyz II Men – I'll Make Love To You (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video mYcFPlhHmn0 · row mYcFPlhHmn0

LAION-DISCO-12M

In The Still Of The Nite (I'll Remember)

Listed as Boyz II Men – In The Still Of The Nite (I'll Remember) (Cooleyhighharmony - Expanded Edition) · Watch on YouTube

youtube_video noy5Da5iGGw · row noy5Da5iGGw

LAION-DISCO-12M

Roll Wit Me

Listed as Boyz II Men – Roll Wit Me (Full Circle) · Watch on YouTube

youtube_video oeixc-0A7y0 · row oeixc-0A7y0

LAION-DISCO-12M

Me Rindo Ante Ti

Listed as Boyz II Men – Me Rindo Ante Ti (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video pfa24utnOxA · row pfa24utnOxA

LAION-DISCO-12M

End Of The Road

Listed as Boyz II Men – End Of The Road (Twenty) · Watch on YouTube

youtube_video qROu_TyeolU · row qROu_TyeolU

LAION-DISCO-12M

I Miss You

Listed as Boyz II Men – I Miss You (Throwback) · Watch on YouTube

youtube_video twxu6XuvglY · row twxu6XuvglY

LAION-DISCO-12M

Please Don't Go

Listed as Boyz II Men – Please Don't Go (Cooleyhighharmony (Bonus Tracks Version)) · Watch on YouTube

youtube_video u-s3cydhFpc · row u-s3cydhFpc

LAION-DISCO-12M

I Will Get There (A Cappella)

Listed as Boyz II Men – I Will Get There (A Cappella) (The Prince Of Egypt (Music From The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video us5X1BOQNQY · row us5X1BOQNQY

LAION-DISCO-12M

Just Hold On

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

youtube_video vEnAepm5izA · row vEnAepm5izA

LAION-DISCO-12M

Thank You In Advance

Listed as Boyz II Men – Thank You In Advance (Nathan Michael Shawn Wanya) · Watch on YouTube

youtube_video vUY92Rc07q4 · row vUY92Rc07q4

LAION-DISCO-12M

No Dejemos Que Muera El Amor

Listed as Boyz II Men – No Dejemos Que Muera El Amor (II - Yo Te Voy A Amar) · Watch on YouTube

youtube_video y0aUY66MXyA · row y0aUY66MXyA

LAION-DISCO-12M

Thank You

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

youtube_video y7gnzVuHfdg · row y7gnzVuHfdg

LAION-DISCO-12M

On Bended Knee

Listed as Boyz II Men – On Bended Knee (Twenty) · Watch on YouTube

youtube_video y8cydLiLK9g · row y8cydLiLK9g

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.