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 Gerald Levert, Arena (feat. Chris Brown & T.I.), Auto Tune

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.

Gerald Levert

Listed as B.o.B – Gerald Levert (NAGA) · Watch on YouTube

youtube_video 1R17ZSMFqQg · row 1R17ZSMFqQg

LAION-DISCO-12M

Arena (feat. Chris Brown & T.I.)

Listed as B.o.B – Arena (feat. Chris Brown & T.I.) (Strange Clouds) · Watch on YouTube

youtube_video 2gI2oH2jmyM · row 2gI2oH2jmyM

LAION-DISCO-12M

Auto Tune

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

youtube_video 2y_FXs5khaM · row 2y_FXs5khaM

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Nothin' on You (Instrumental)

Listed as B.o.B – Nothin' on You (Instrumental) (Nothin' on You) · Watch on YouTube

youtube_video 4FecLcGKpv0 · row 4FecLcGKpv0

LAION-DISCO-12M

Soul Glo (Extended Version)

Listed as B.o.B – Soul Glo (Extended Version) (Southmatic) · Watch on YouTube

youtube_video 4gUxmZgIvRI · row 4gUxmZgIvRI

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The Elephant

Listed as B.o.B – The Elephant (Southmatic) · Watch on YouTube

youtube_video 7NKZXuS4_FU · row 7NKZXuS4_FU

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How U Do That

Listed as B.o.B. – How U Do That (No Genre) · Watch on YouTube

youtube_video 8wCIR6wmFB0 · row 8wCIR6wmFB0

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They Live

Listed as B.o.B – They Live (Elements) · Watch on YouTube

youtube_video A7xYBLdk6lo · row A7xYBLdk6lo

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Slizzy Sity

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

youtube_video AN90LhqaB5g · row AN90LhqaB5g

LAION-DISCO-12M

Summers Day

Listed as B.o.B – Summers Day (Elements) · Watch on YouTube

youtube_video AQ0PNUzAs2Q · row AQ0PNUzAs2Q

LAION-DISCO-12M

Air Bender

Listed as B.o.B – Air Bender (Elements) · Watch on YouTube

youtube_video AQjGRPk3GIQ · row AQjGRPk3GIQ

LAION-DISCO-12M

War Witch

Listed as B.o.B – War Witch (Elements) · Watch on YouTube

youtube_video C13I27hfstY · row C13I27hfstY

LAION-DISCO-12M

Blank Mafia

Listed as B.o.B – Blank Mafia (Elements) · Watch on YouTube

youtube_video ENPylVTon-I · row ENPylVTon-I

LAION-DISCO-12M

No Mans Land [prod. Bobby Ray]

Listed as B.o.B. – No Mans Land [prod. Bobby Ray] (Bob vs Bobby Ray) · Watch on YouTube

youtube_video GNIxlXOU6zE · row GNIxlXOU6zE

LAION-DISCO-12M

Outro (Flatline Pt. 2)

Listed as B.o.B. – Outro (Flatline Pt. 2) (Elements) · Watch on YouTube

youtube_video Lt-VS7qaW1I · row Lt-VS7qaW1I

LAION-DISCO-12M

dumb

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

youtube_video MVewmAXSYCw · row MVewmAXSYCw

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{{{EARTHQUAKE}}}

Listed as B.o.B – {{{EARTHQUAKE}}} (Elements) · Watch on YouTube

youtube_video N7gkYnfXWWU · row N7gkYnfXWWU

LAION-DISCO-12M

ZZZ's

Listed as B.o.B – ZZZ's (ZZZ's) · Watch on YouTube

youtube_video OBg1UPJWrH4 · row OBg1UPJWrH4

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The Watchers

Listed as B.o.B. – The Watchers (No Genre) · Watch on YouTube

youtube_video SzbIhYD3dLU · row SzbIhYD3dLU

LAION-DISCO-12M

Tweakin (feat. Young Dro)

Listed as B.o.B – Tweakin (feat. Young Dro) (Ether) · Watch on YouTube

youtube_video U-K6FwEyptU · row U-K6FwEyptU

LAION-DISCO-12M

UP

Listed as B.o.B – UP (Psycadelik Thoughtz) · Watch on YouTube

youtube_video USfJTPkNaI4 · row USfJTPkNaI4

LAION-DISCO-12M

Where Are You (B.o.B vs. Bobby Ray) (feat. Bobby Ray)

Listed as B.o.B – Where Are You (B.o.B vs. Bobby Ray) (feat. Bobby Ray) (Strange Clouds) · Watch on YouTube

youtube_video VWksl6nj5gE · row VWksl6nj5gE

LAION-DISCO-12M

Champion (Prod. By B.O.B)

Listed as B.o.B. – Champion (Prod. By B.O.B) (May 25th) · Watch on YouTube

youtube_video WvdlZssxaU0 · row WvdlZssxaU0

LAION-DISCO-12M

Play the Guitar (feat. André 3000)

Listed as B.o.B – Play the Guitar (feat. André 3000) (Play The Guitar (feat. André 3000)) · Watch on YouTube

youtube_video Xjr_jvpPy2A · row Xjr_jvpPy2A

LAION-DISCO-12M

Bdtdt

Listed as Zaytoven, B.O.B – Bdtdt (Lost Tapes) · Watch on YouTube

youtube_video YNuqvOHRZhg · row YNuqvOHRZhg

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Fck' Science Bro

Listed as B.o.B – Fck' Science Bro (Elements) · Watch on YouTube

youtube_video YzC-RdJjow0 · row YzC-RdJjow0

LAION-DISCO-12M

Under the Dome

Listed as B.o.B – Under the Dome (Elements) · Watch on YouTube

youtube_video bEsAoqRtgEg · row bEsAoqRtgEg

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Just a Sign (feat. Playboy Tre)

Listed as B.o.B – Just a Sign (feat. Playboy Tre) (Strange Clouds) · Watch on YouTube

youtube_video cAr8bnRhlTE · row cAr8bnRhlTE

LAION-DISCO-12M

So Hard to Breathe

Listed as B.o.B – So Hard to Breathe (Strange Clouds) · Watch on YouTube

youtube_video cqSGHuez1GY · row cqSGHuez1GY

LAION-DISCO-12M

$tacks of Dreams

Listed as B.o.B – $tacks of Dreams (Elements) · Watch on YouTube

youtube_video dguiaKpsZ0U · row dguiaKpsZ0U

LAION-DISCO-12M

False Flag

Listed as B.o.B – False Flag (Elements) · Watch on YouTube

youtube_video g3hE6DvVxDE · row g3hE6DvVxDE

LAION-DISCO-12M

The Kids (feat. Janelle Monáe)

Listed as B.o.B – The Kids (feat. Janelle Monáe) (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video hZiK4VRw7yY · row hZiK4VRw7yY

LAION-DISCO-12M

F*ck You (feat. Lil' Boosie)

Listed as B.o.B. – F*ck You (feat. Lil' Boosie) (Who The F#*ck Is B.o.B?) · Watch on YouTube

youtube_video lHCDDz1OVPI · row lHCDDz1OVPI

LAION-DISCO-12M

Violence (feat. Jon Bellion)

Listed as B.o.B – Violence (feat. Jon Bellion) (Psycadelik Thoughtz) · Watch on YouTube

youtube_video mGs4QAlz4gU · row mGs4QAlz4gU

LAION-DISCO-12M

Past My Shades (feat. Lupe Fiasco)

Listed as B.o.B – Past My Shades (feat. Lupe Fiasco) (B.o.B Presents: The Adventures of Bobby Ray) · Watch on YouTube

youtube_video mOdneuyY7b4 · row mOdneuyY7b4

LAION-DISCO-12M

Airplanes (Instrumental)

Listed as B.o.B – Airplanes (Instrumental) (Hip-Hop Instrumental) · Watch on YouTube

youtube_video nRB0vjug6yM · row nRB0vjug6yM

LAION-DISCO-12M

Kumbaya (feat. London Jae)

Listed as B.o.B – Kumbaya (feat. London Jae) (NAGA) · Watch on YouTube

youtube_video oDR1HMotDxU · row oDR1HMotDxU

LAION-DISCO-12M

Finesse

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

youtube_video oL_yGfyNhsQ · row oL_yGfyNhsQ

LAION-DISCO-12M

Thick Skullz

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

youtube_video rPc9aPsZLzk · row rPc9aPsZLzk

LAION-DISCO-12M

Good Nigger Sticker (Freestyle)

Listed as B.o.B – Good Nigger Sticker (Freestyle) (NAGA) · Watch on YouTube

youtube_video ro_o5JCOaJo · row ro_o5JCOaJo

LAION-DISCO-12M

Castles (feat. Trey Songz)

Listed as B.o.B – Castles (feat. Trey Songz) (Strange Clouds) · Watch on YouTube

youtube_video sFJgpRVecLU · row sFJgpRVecLU

LAION-DISCO-12M

All I Want

Listed as B.o.B – All I Want (Underground Luxury) · Watch on YouTube

youtube_video sorz7p37pdY · row sorz7p37pdY

LAION-DISCO-12M

Born to Die

Listed as B.o.B – Born to Die (Elements) · Watch on YouTube

youtube_video sy6QSn5DhDM · row sy6QSn5DhDM

LAION-DISCO-12M

Created a Monster

Listed as B.o.B – Created a Monster (12th Dimension EP) · Watch on YouTube

youtube_video uF7Pr90t3cs · row uF7Pr90t3cs

LAION-DISCO-12M

Like me a Lot

Listed as B.o.B – Like me a Lot (Space Time) · Watch on YouTube

youtube_video vGiPx72hY2A · row vGiPx72hY2A

LAION-DISCO-12M

Black Phillip

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

youtube_video vktBk2JWKgU · row vktBk2JWKgU

LAION-DISCO-12M

Paper Route

Listed as B.o.B – Paper Route (Underground Luxury) · Watch on YouTube

youtube_video wrh6Pj5v0kI · row wrh6Pj5v0kI

LAION-DISCO-12M

Bad Lil Bish (feat. Baby Tate & Black Boe)

Listed as B.o.B – Bad Lil Bish (feat. Baby Tate & Black Boe) (Bad Lil Bish) · Watch on YouTube

youtube_video xjspMlajLKw · row xjspMlajLKw

LAION-DISCO-12M

Across The World

Listed as Pitbull, B.o.B. – Across The World (Greatest Hits) · Watch on YouTube

youtube_video yGVvtkS2mw0 · row yGVvtkS2mw0

LAION-DISCO-12M

Cold Bwoy (Freestyle)

Listed as B.o.B – Cold Bwoy (Freestyle) (Elements) · Watch on YouTube

youtube_video z-Eoj68VYKg · row z-Eoj68VYKg

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.