Yes. Backstreet Boys has 146 songs listed in a dataset used to train AI music models.

Used for training 146

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 Make Believe, Let It Be Me (Play-N-Skillz Remix), Let It Be Me (Steve Aoki Remix)

Listed under the artist name 146 songs in LAION-DISCO-12M

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

Make Believe

Listed as Backstreet Boys – Make Believe (In A World Like This) · Watch on YouTube

youtube_video -n4D55JMLGw · row -n4D55JMLGw

LAION-DISCO-12M

Let It Be Me (Play-N-Skillz Remix)

Listed as Steve Aoki, Backstreet Boys – Let It Be Me (Play-N-Skillz Remix) (Let It Be Me) · Watch on YouTube

youtube_video 00mXfsbe5bY · row 00mXfsbe5bY

LAION-DISCO-12M

Let It Be Me (Steve Aoki Remix)

Listed as Steve Aoki, Backstreet Boys – Let It Be Me (Steve Aoki Remix) (Let It Be Me) · Watch on YouTube

youtube_video 0vMk1pCPHZo · row 0vMk1pCPHZo

LAION-DISCO-12M

Show Me The Meaning of Being Lonely (Live in Japan)

Listed as Backstreet Boys – Show Me The Meaning of Being Lonely (Live in Japan) (In a World Like This (Deluxe World Tour Edition)) · Watch on YouTube

youtube_video 3nGScPuUGLY · row 3nGScPuUGLY

LAION-DISCO-12M

OK

Listed as Backstreet Boys – OK (DNA) · Watch on YouTube

youtube_video 5a5uLhJX6xQ · row 5a5uLhJX6xQ

LAION-DISCO-12M

Is It Just Me

Listed as Backstreet Boys – Is It Just Me (DNA) · Watch on YouTube

youtube_video BntPNU73tmM · row BntPNU73tmM

LAION-DISCO-12M

Winter Wonderland

Listed as Backstreet Boys – Winter Wonderland (A Very Backstreet Christmas) · Watch on YouTube

youtube_video CbJsjfHysZ0 · row CbJsjfHysZ0

LAION-DISCO-12M

This Christmas

Listed as Backstreet Boys – This Christmas (A Very Backstreet Christmas) · Watch on YouTube

youtube_video H0v1qDx2fF0 · row H0v1qDx2fF0

LAION-DISCO-12M

If You Stay

Listed as Backstreet Boys – If You Stay (Booty Call (The Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video HcU7G_ExDAA · row HcU7G_ExDAA

LAION-DISCO-12M

Breathe

Listed as Backstreet Boys – Breathe (In A World Like This) · Watch on YouTube

youtube_video Hthny4cknpU · row Hthny4cknpU

LAION-DISCO-12M

Together

Listed as Backstreet Boys – Together (A Very Backstreet Christmas) · Watch on YouTube

youtube_video IVdJuOKuiAM · row IVdJuOKuiAM

LAION-DISCO-12M

Feels Like Home

Listed as Backstreet Boys – Feels Like Home (In A World Like This) · Watch on YouTube

youtube_video J7x_sMQe9FI · row J7x_sMQe9FI

LAION-DISCO-12M

Have Yourself A Merry Little Christmas

Listed as Backstreet Boys – Have Yourself A Merry Little Christmas (A Very Backstreet Christmas) · Watch on YouTube

youtube_video JGE1WbP7krg · row JGE1WbP7krg

LAION-DISCO-12M

Madeleine

Listed as Backstreet Boys – Madeleine (In A World Like This) · Watch on YouTube

youtube_video JzNEmCbZhI8 · row JzNEmCbZhI8

LAION-DISCO-12M

She's a Dream

Listed as Backstreet Boys – She's a Dream (This Is Us) · Watch on YouTube

youtube_video KTc4SJTcW4Y · row KTc4SJTcW4Y

LAION-DISCO-12M

Trust Me

Listed as Backstreet Boys – Trust Me (In A World Like This) · Watch on YouTube

youtube_video Mm58hZIEdc8 · row Mm58hZIEdc8

LAION-DISCO-12M

Trouble Is

Listed as Backstreet Boys – Trouble Is (Unbreakable) · Watch on YouTube

youtube_video Ni4yRhh8lHI · row Ni4yRhh8lHI

LAION-DISCO-12M

Everything But Mine

Listed as Backstreet Boys – Everything But Mine (Unbreakable) · Watch on YouTube

youtube_video ONJqy9ciHF4 · row ONJqy9ciHF4

LAION-DISCO-12M

I'll Be Home for Christmas

Listed as Backstreet Boys – I'll Be Home for Christmas (A Very Backstreet Christmas) · Watch on YouTube

youtube_video UYt0xo74RzQ · row UYt0xo74RzQ

LAION-DISCO-12M

Same Old Lang Syne

Listed as Backstreet Boys – Same Old Lang Syne (A Very Backstreet Christmas) · Watch on YouTube

youtube_video WepSCf-bmUQ · row WepSCf-bmUQ

LAION-DISCO-12M

One Phone Call

Listed as Backstreet Boys – One Phone Call (In A World Like This) · Watch on YouTube

youtube_video WiN-dEdq_hg · row WiN-dEdq_hg

LAION-DISCO-12M

Let It Be Me (Denis First Remix)

Listed as Steve Aoki, Backstreet Boys – Let It Be Me (Denis First Remix) (Let It Be Me) · Watch on YouTube

youtube_video Xey3D8EUUv4 · row Xey3D8EUUv4

LAION-DISCO-12M

Silent Night

Listed as Backstreet Boys – Silent Night (A Very Backstreet Christmas) · Watch on YouTube

youtube_video YTRvJxkff7M · row YTRvJxkff7M

LAION-DISCO-12M

Don't Go Breaking My Heart (Arkadi Remix)

Listed as Backstreet Boys – Don't Go Breaking My Heart (Arkadi Remix) (Don't Go Breaking My Heart (The Remixes)) · Watch on YouTube

youtube_video ZSywey2SQDo · row ZSywey2SQDo

LAION-DISCO-12M

In Pieces

Listed as Backstreet Boys – In Pieces (Unbreakable) · Watch on YouTube

youtube_video aDdMrI4WALs · row aDdMrI4WALs

LAION-DISCO-12M

Christmas in New York

Listed as Backstreet Boys – Christmas in New York (A Very Backstreet Christmas) · Watch on YouTube

youtube_video aO5GzpNYC5k · row aO5GzpNYC5k

LAION-DISCO-12M

Backstreet Bossa Nova (Daisy O'Dell Remix) (Bonus Track)

Listed as Elvis Presley, Backstreet Boys – Backstreet Bossa Nova (Daisy O'Dell Remix) (Bonus Track) (ELVIS (Original Motion Picture Soundtrack) DELUXE EDITION) · Watch on YouTube

youtube_video af8sABuSM1Y · row af8sABuSM1Y

LAION-DISCO-12M

Try

Listed as Backstreet Boys – Try (In A World Like This) · Watch on YouTube

youtube_video b7lzXOThGGM · row b7lzXOThGGM

LAION-DISCO-12M

Chances (Hellberg Remix)

Listed as Backstreet Boys – Chances (Hellberg Remix) (Chances (Remixes)) · Watch on YouTube

youtube_video bqR6CZhP8lY · row bqR6CZhP8lY

LAION-DISCO-12M

O Holy Night

Listed as Backstreet Boys – O Holy Night (A Very Backstreet Christmas) · Watch on YouTube

youtube_video cxCH1Ej0eVU · row cxCH1Ej0eVU

LAION-DISCO-12M

PDA

Listed as Backstreet Boys – PDA (This Is Us) · Watch on YouTube

youtube_video dqrmk-FrUnk · row dqrmk-FrUnk

LAION-DISCO-12M

Don't Go Breaking My Heart (Dave Audé Remix)

Listed as Backstreet Boys – Don't Go Breaking My Heart (Dave Audé Remix) (Don't Go Breaking My Heart (The Remixes)) · Watch on YouTube

youtube_video e8Nl_nwnoSI · row e8Nl_nwnoSI

LAION-DISCO-12M

Happy Days

Listed as Backstreet Boys – Happy Days (A Very Backstreet Christmas) · Watch on YouTube

youtube_video fazrACPQ0UY · row fazrACPQ0UY

LAION-DISCO-12M

Soldier

Listed as Backstreet Boys – Soldier (In A World Like This) · Watch on YouTube

youtube_video g_UTUD6XrH4 · row g_UTUD6XrH4

LAION-DISCO-12M

One in a Million

Listed as Backstreet Boys – One in a Million (Unbreakable) · Watch on YouTube

youtube_video gu7tCGqAxng · row gu7tCGqAxng

LAION-DISCO-12M

The One (Live in Japan)

Listed as Backstreet Boys – The One (Live in Japan) (In a World Like This (Deluxe World Tour Edition)) · Watch on YouTube

youtube_video iv0LNAqdrGw · row iv0LNAqdrGw

LAION-DISCO-12M

The Christmas Song

Listed as Backstreet Boys – The Christmas Song (A Very Backstreet Christmas) · Watch on YouTube

youtube_video jt9GyMKt0cE · row jt9GyMKt0cE

LAION-DISCO-12M

Love Somebody

Listed as Backstreet Boys – Love Somebody (In A World Like This) · Watch on YouTube

youtube_video lb0TxAY3gns · row lb0TxAY3gns

LAION-DISCO-12M

Don't Go Breaking My Heart (Quarterhead Remix)

Listed as Backstreet Boys – Don't Go Breaking My Heart (Quarterhead Remix) (Don't Go Breaking My Heart (The Remixes)) · Watch on YouTube

youtube_video mVQWFtByblc · row mVQWFtByblc

LAION-DISCO-12M

Love Will Keep You Up All Night

Listed as Backstreet Boys – Love Will Keep You Up All Night (Unbreakable) · Watch on YouTube

youtube_video mdRt1z_L7LM · row mdRt1z_L7LM

LAION-DISCO-12M

Chances (Mark Ralph Remix)

Listed as Backstreet Boys – Chances (Mark Ralph Remix) (Chances (Mark Ralph Remix)) · Watch on YouTube

youtube_video oEKxREqjK0k · row oEKxREqjK0k

LAION-DISCO-12M

Intro

Listed as Backstreet Boys – Intro (Unbreakable) · Watch on YouTube

youtube_video sbH78NynS5s · row sbH78NynS5s

LAION-DISCO-12M

Let It Be Me (Sondr Remix)

Listed as Steve Aoki, Backstreet Boys – Let It Be Me (Sondr Remix) (Neon Future IV) · Watch on YouTube

youtube_video vWGL4sl6BA4 · row vWGL4sl6BA4

LAION-DISCO-12M

Panic

Listed as Backstreet Boys – Panic (Unbreakable) · Watch on YouTube

youtube_video wKgM5gofZqc · row wKgM5gofZqc

LAION-DISCO-12M

Undone

Listed as Backstreet Boys – Undone (This Is Us) · Watch on YouTube

youtube_video zBu6lDSGED0 · row zBu6lDSGED0

LAION-DISCO-12M

Unsuspecting Sunday Afternoon

Listed as Backstreet Boys – Unsuspecting Sunday Afternoon (Unbreakable) · Watch on YouTube

youtube_video zsqlGVkgloM · row zsqlGVkgloM

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.