Yes. B.o.B has 155 songs listed in a dataset used to train AI music models.

Used for training 155

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 Lovelier Than You, 4 Lit (feat. T.I. & Ty Dolla $ign), New York New York

Listed under the artist name 155 songs in LAION-DISCO-12M

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

Lovelier Than You

Listed as B.o.B – Lovelier Than You (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video 0KFSljckqs4 · row 0KFSljckqs4

LAION-DISCO-12M

4 Lit (feat. T.I. & Ty Dolla $ign)

Listed as B.o.B – 4 Lit (feat. T.I. & Ty Dolla $ign) (Ether) · Watch on YouTube

youtube_video 2H1MwhtbMBw · row 2H1MwhtbMBw

LAION-DISCO-12M

New York New York

Listed as B.o.B – New York New York (EPIC: Every Play Is Crucial) · Watch on YouTube

youtube_video 3oEPuSu1G2w · row 3oEPuSu1G2w

LAION-DISCO-12M

Publicity

Listed as B.o.B – Publicity (Space Time) · Watch on YouTube

youtube_video 3uKeNR8jr3U · row 3uKeNR8jr3U

LAION-DISCO-12M

Things Get Worse (feat. Eminem)

Listed as B.o.B. – Things Get Worse (feat. Eminem) (Greatest Hits) · Watch on YouTube

youtube_video 3vrLE9R9vKQ · row 3vrLE9R9vKQ

LAION-DISCO-12M

Out of My Mind (feat. Nicki Minaj)

Listed as B.o.B – Out of My Mind (feat. Nicki Minaj) (Strange Clouds) · Watch on YouTube

youtube_video 4qgHwAzT7Xk · row 4qgHwAzT7Xk

LAION-DISCO-12M

Bet I (feat. Playboy Tre)

Listed as B.o.B – Bet I (feat. Playboy Tre) (Nothin' on You) · Watch on YouTube

youtube_video 5MW17zj-fAU · row 5MW17zj-fAU

LAION-DISCO-12M

Airplanes, Pt. II (feat. Eminem & Hayley Williams of Paramore)

Listed as B.o.B – Airplanes, Pt. II (feat. Eminem & Hayley Williams of Paramore) (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video 7nuEnnm8vQA · row 7nuEnnm8vQA

LAION-DISCO-12M

The Devil Made Me Do It

Listed as B.o.B, Skylar Grey – The Devil Made Me Do It (The Devil Made Me Do It) · Watch on YouTube

youtube_video 8fWvPJfjRds · row 8fWvPJfjRds

LAION-DISCO-12M

Airplanes (feat. Hayley Williams of Paramore)

Listed as B.o.B – Airplanes (feat. Hayley Williams of Paramore) (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video AXvh0bjQk-4 · row AXvh0bjQk-4

LAION-DISCO-12M

Ghost in the Machine

Listed as B.o.B – Ghost in the Machine (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video DquITq3IyaE · row DquITq3IyaE

LAION-DISCO-12M

Zoot

Listed as B.o.B – Zoot (Zoot) · Watch on YouTube

youtube_video EEDaw0cIRy4 · row EEDaw0cIRy4

LAION-DISCO-12M

Magic (feat. Rivers Cuomo)

Listed as B.o.B – Magic (feat. Rivers Cuomo) (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video FA7lyD8fMFg · row FA7lyD8fMFg

LAION-DISCO-12M

Play for Keeps

Listed as B.o.B – Play for Keeps (Strange Clouds) · Watch on YouTube

youtube_video HOKGmDZfpbI · row HOKGmDZfpbI

LAION-DISCO-12M

Ray Bands

Listed as B.o.B – Ray Bands (Strange Clouds) · Watch on YouTube

youtube_video I1DqEBnjVLE · row I1DqEBnjVLE

LAION-DISCO-12M

We Still in this Bitch (feat. T.I. & Juicy J)

Listed as B.o.B – We Still in this Bitch (feat. T.I. & Juicy J) (Underground Luxury) · Watch on YouTube

youtube_video I6uE8Jli9Qk · row I6uE8Jli9Qk

LAION-DISCO-12M

Bootstrap Paradox

Listed as B.o.B – Bootstrap Paradox (Space Time) · Watch on YouTube

youtube_video IO5A0yFqhRg · row IO5A0yFqhRg

LAION-DISCO-12M

Lean on Me (feat. Victoria Monet)

Listed as B.o.B – Lean on Me (feat. Victoria Monet) (No Genre 2) · Watch on YouTube

youtube_video IpABTgsjNHo · row IpABTgsjNHo

LAION-DISCO-12M

2012 Pt. 4

Listed as T.I., Trae The Truth, B.o.B, Chip – 2012 Pt. 4 (The Hip Hop Awards: The Cyphers) · Watch on YouTube

youtube_video JMoKpwVmUGw · row JMoKpwVmUGw

LAION-DISCO-12M

Bend Over

Listed as B.o.B – Bend Over (Elements) · Watch on YouTube

youtube_video LeUacEtXAYc · row LeUacEtXAYc

LAION-DISCO-12M

Ol' Dirty Bastard

Listed as B.o.B – Ol' Dirty Bastard (Southmatic) · Watch on YouTube

youtube_video Ne2fPQCkk9g · row Ne2fPQCkk9g

LAION-DISCO-12M

Ready (feat. Future)

Listed as B.o.B – Ready (feat. Future) (Ready (feat. Future)) · Watch on YouTube

youtube_video NrSZfp9VWDA · row NrSZfp9VWDA

LAION-DISCO-12M

Bamboo

Listed as B.o.B – Bamboo (Bamboo) · Watch on YouTube

youtube_video O0v75i85NR8 · row O0v75i85NR8

LAION-DISCO-12M

I'll Be in the Sky

Listed as B.o.B – I'll Be in the Sky (I'll Be in the Sky) · Watch on YouTube

youtube_video PNSmftLWF5Y · row PNSmftLWF5Y

LAION-DISCO-12M

Middle Man / Mr. Mister

Listed as B.o.B – Middle Man / Mr. Mister (Ether) · Watch on YouTube

youtube_video Pa6AZKhy1yc · row Pa6AZKhy1yc

LAION-DISCO-12M

Reminisce (feat. Ashoka)

Listed as B.o.B – Reminisce (feat. Ashoka) (Better Than Drugs) · Watch on YouTube

youtube_video RoLffhUCIuA · row RoLffhUCIuA

LAION-DISCO-12M

HeadBand (feat. 2 Chainz)

Listed as B.o.B – HeadBand (feat. 2 Chainz) (HeadBand) · Watch on YouTube

youtube_video Rr5JvDNQsCA · row Rr5JvDNQsCA

LAION-DISCO-12M

Like Rain

Listed as Young Dro, Trinidad James, B.o.B – Like Rain (Trap Still Boomin' 2) · Watch on YouTube

youtube_video SxIumiMqarY · row SxIumiMqarY

LAION-DISCO-12M

Both of Us (feat. Taylor Swift)

Listed as B.o.B – Both of Us (feat. Taylor Swift) (Strange Clouds) · Watch on YouTube

youtube_video Tf3V5Q86ukM · row Tf3V5Q86ukM

LAION-DISCO-12M

Not for Long (feat. Trey Songz)

Listed as B.o.B – Not for Long (feat. Trey Songz) (Not for Long) · Watch on YouTube

youtube_video WcYGQlfr_To · row WcYGQlfr_To

LAION-DISCO-12M

E.T. (feat. Lil Wayne)

Listed as B.o.B – E.T. (feat. Lil Wayne) (Ether) · Watch on YouTube

youtube_video XBW6VwoE5i4 · row XBW6VwoE5i4

LAION-DISCO-12M

Nothin' on You (feat. Bruno Mars)

Listed as B.o.B – Nothin' on You (feat. Bruno Mars) (Nothin' on You) · Watch on YouTube

youtube_video YVev0EXDSm0 · row YVev0EXDSm0

LAION-DISCO-12M

Beast Mode

Listed as B.o.B. – Beast Mode (No Genre) · Watch on YouTube

youtube_video ZWm_h52paMI · row ZWm_h52paMI

LAION-DISCO-12M

Nothin' on You (feat. Jay Park)

Listed as B.o.B – Nothin' on You (feat. Jay Park) (Nothin' on You (feat. Jay Park)) · Watch on YouTube

youtube_video cOKiNW-FdvA · row cOKiNW-FdvA

LAION-DISCO-12M

John Doe (feat. Priscilla)

Listed as B.o.B – John Doe (feat. Priscilla) (Underground Luxury) · Watch on YouTube

youtube_video eXSn6NS3OAM · row eXSn6NS3OAM

LAION-DISCO-12M

He Who Remains

Listed as B.o.B – He Who Remains (Space Time) · Watch on YouTube

youtube_video gZBlJV9iDaA · row gZBlJV9iDaA

LAION-DISCO-12M

On Top Of The World (feat. T.I. & Ludacris)

Listed as B.o.B. – On Top Of The World (feat. T.I. & Ludacris) (Who The F#*ck Is B.o.B?) · Watch on YouTube

youtube_video imcnUWvyV4k · row imcnUWvyV4k

LAION-DISCO-12M

Wit a Dance

Listed as B.o.B – Wit a Dance (Space Time) · Watch on YouTube

youtube_video jWb6r6lvSdA · row jWb6r6lvSdA

LAION-DISCO-12M

Throwback (feat. Chris Brown)

Listed as B.o.B – Throwback (feat. Chris Brown) (Underground Luxury) · Watch on YouTube

youtube_video kKtL3MRJwmY · row kKtL3MRJwmY

LAION-DISCO-12M

Chandelier (feat. Lauriana Mae)

Listed as B.o.B – Chandelier (feat. Lauriana Mae) (Strange Clouds) · Watch on YouTube

youtube_video kTSOIf7RQ_M · row kTSOIf7RQ_M

LAION-DISCO-12M

Don't Let Me Fall

Listed as B.o.B – Don't Let Me Fall (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video mUJw2qFyv5M · row mUJw2qFyv5M

LAION-DISCO-12M

My Girl Gotta Girlfriend ft. Ray-L (feat. Ray-L)

Listed as B.o.B. – My Girl Gotta Girlfriend ft. Ray-L (feat. Ray-L) (The Future) · Watch on YouTube

youtube_video o8Qg-EXRhK8 · row o8Qg-EXRhK8

LAION-DISCO-12M

Already Gone

Listed as DJ Gan-G, B.o.B – Already Gone (Still Major) · Watch on YouTube

youtube_video oA6woOHhDA0 · row oA6woOHhDA0

LAION-DISCO-12M

Strange Clouds (feat. Lil Wayne)

Listed as B.o.B – Strange Clouds (feat. Lil Wayne) (Strange Clouds) · Watch on YouTube

youtube_video s7ujCynZ1Nw · row s7ujCynZ1Nw

LAION-DISCO-12M

So Good

Listed as B.o.B – So Good (Strange Clouds) · Watch on YouTube

youtube_video tMBAtbxPQEk · row tMBAtbxPQEk

LAION-DISCO-12M

Chosen (feat. Young Spodee)

Listed as B.o.B – Chosen (feat. Young Spodee) (No Genre 2) · Watch on YouTube

youtube_video uv4LRewPyYg · row uv4LRewPyYg

LAION-DISCO-12M

Bombs Away (feat. Morgan Freeman)

Listed as B.o.B – Bombs Away (feat. Morgan Freeman) (Strange Clouds) · Watch on YouTube

youtube_video vkIwlvLyJm0 · row vkIwlvLyJm0

LAION-DISCO-12M

Roll Up (feat. Marko Penn)

Listed as B.o.B – Roll Up (feat. Marko Penn) (Roll Up) · Watch on YouTube

youtube_video wzyWMiFq8n0 · row wzyWMiFq8n0

LAION-DISCO-12M

2011 Pt. 2

Listed as Machine Gun Kelly, Kendrick Lamar, B.o.B, Big K.R.I.T. – 2011 Pt. 2 (The Hip Hop Awards: The Cyphers) · Watch on YouTube

youtube_video yj2O9CgPtq4 · row yj2O9CgPtq4

LAION-DISCO-12M

Steve Harvey

Listed as B.o.B – Steve Harvey (Steve Harvey) · Watch on YouTube

youtube_video z5CfHqlb0GA · row z5CfHqlb0GA

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.