Yes. Suga Free has 205 songs listed in a dataset used to train AI music models.

Used for training 205

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 Bitches Ain't Shit, Keep Up the Bad Work, So Unpimpable

Listed under the artist name 205 songs in LAION-DISCO-12M

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

Bitches Ain't Shit

Listed as Suga Free – Bitches Ain't Shit (The Features V.2) · Watch on YouTube

youtube_video -DjPsjol1Xg · row -DjPsjol1Xg

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Keep Up the Bad Work

Listed as Suga Free – Keep Up the Bad Work (Smell My Finger) · Watch on YouTube

youtube_video -xntWu_cFq0 · row -xntWu_cFq0

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So Unpimpable

Listed as Suga Free – So Unpimpable (Smell My Finger) · Watch on YouTube

youtube_video 20mVzTmAEYo · row 20mVzTmAEYo

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The Game Don't Wait (feat. Clue Dogg & Courtney Jade)

Listed as Suga Free – The Game Don't Wait (feat. Clue Dogg & Courtney Jade) (Smell My Finger) · Watch on YouTube

youtube_video 480pY44SdSc · row 480pY44SdSc

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Last Of A Dinosaur

Listed as Suga Free – Last Of A Dinosaur (Sunday School) · Watch on YouTube

youtube_video 4L39tw0lySc · row 4L39tw0lySc

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Bitch in da trunk

Listed as Suga Free, Kokane – Bitch in da trunk (Sugakane) · Watch on YouTube

youtube_video 5IrPampFHHw · row 5IrPampFHHw

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Trust Me

Listed as Snoop Dogg, Suga Free, Sylk E. Fine – Trust Me (No Limit Top Dogg) · Watch on YouTube

youtube_video 6-bfm6XENcA · row 6-bfm6XENcA

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Thinkin'

Listed as Suga Free – Thinkin' (The New Testament) · Watch on YouTube

youtube_video 6HlIHzlOZE8 · row 6HlIHzlOZE8

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Don't Be Thinking Wit Cho Dick Boy

Listed as Suga Free – Don't Be Thinking Wit Cho Dick Boy (The Resurrection) · Watch on YouTube

youtube_video 8RVCNOJV0Kc · row 8RVCNOJV0Kc

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Like What

Listed as Suga Free – Like What (Just Add Water) · Watch on YouTube

youtube_video 9HNXPbg0REk · row 9HNXPbg0REk

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I Don't Know (feat. Eastsidaz)

Listed as Suga Free – I Don't Know (feat. Eastsidaz) (The Features V.1) · Watch on YouTube

youtube_video 9WyOfRZOn9A · row 9WyOfRZOn9A

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Check Yo Self

Listed as Suga Free, Sporty – Check Yo Self (Street Communion) · Watch on YouTube

youtube_video Bn0PomrCSW8 · row Bn0PomrCSW8

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Hearts (feat. Dj Quik & E.D.I Mean)

Listed as Suga Free – Hearts (feat. Dj Quik & E.D.I Mean) (Hearts) · Watch on YouTube

youtube_video C_vXiI6qDsw · row C_vXiI6qDsw

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Born Again

Listed as Suga Free – Born Again (The New Testament) · Watch on YouTube

youtube_video DXzCN9fASfk · row DXzCN9fASfk

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Why U Bullshittin' (Part 2)

Listed as Suga Free – Why U Bullshittin' (Part 2) (The New Testament) · Watch on YouTube

youtube_video D_TMY1Il-Qs · row D_TMY1Il-Qs

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Angry Enough

Listed as Suga Free – Angry Enough (The New Testament) · Watch on YouTube

youtube_video DqXVPFKrT50 · row DqXVPFKrT50

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Fly Fo Life

Listed as Suga Free – Fly Fo Life (Street Gospel) · Watch on YouTube

youtube_video DulzphZrduc · row DulzphZrduc

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How we do it in Pomona

Listed as Emacculent, Suga Free – How we do it in Pomona (How we do it in Pomona) · Watch on YouTube

youtube_video GEEOoznJFcI · row GEEOoznJFcI

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Publicity Stunt

Listed as Suga Free, Sporty – Publicity Stunt (Street Communion) · Watch on YouTube

youtube_video IGx0hZAGn1s · row IGx0hZAGn1s

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Kiss Yo Bitch Goodbye

Listed as Suga Free – Kiss Yo Bitch Goodbye (The Resurrection) · Watch on YouTube

youtube_video Jbzizw5XXpg · row Jbzizw5XXpg

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Boyfriend (Pimpin) (feat. Blaqthoven)

Listed as Suga Free – Boyfriend (Pimpin) (feat. Blaqthoven) (Just Add Water) · Watch on YouTube

youtube_video LVk0agdi8aY · row LVk0agdi8aY

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TMZ

Listed as Suga Free – TMZ (The Resurrection) · Watch on YouTube

youtube_video PIgJ5u4Ek8Q · row PIgJ5u4Ek8Q

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Bring It On (feat. Snoop Dogg & Kokane)

Listed as Suga Free – Bring It On (feat. Snoop Dogg & Kokane) (The Features V.1) · Watch on YouTube

youtube_video QVdS_GjTmjQ · row QVdS_GjTmjQ

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Send that Bitch (feat. Emacculent)

Listed as Suga Free – Send that Bitch (feat. Emacculent) (Group Therapy Project) · Watch on YouTube

youtube_video RgU5xayzBn4 · row RgU5xayzBn4

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Pimp Street

Listed as Suga Free, Sporty – Pimp Street (Street Communion) · Watch on YouTube

youtube_video TZGRqYJqgNA · row TZGRqYJqgNA

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Sana Sana

Listed as Suga Free – Sana Sana (Smell My Finger) · Watch on YouTube

youtube_video VEoOLZmnCwI · row VEoOLZmnCwI

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Truly Pimpin (Version 1)

Listed as Suga Free, Sporty – Truly Pimpin (Version 1) (Street Communion) · Watch on YouTube

youtube_video VnSpDSedriQ · row VnSpDSedriQ

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Doe Doe And A Skunk

Listed as Suga Free – Doe Doe And A Skunk (Street Gospel) · Watch on YouTube

youtube_video Wt_6WaZA5u4 · row Wt_6WaZA5u4

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Did I Do That

Listed as Suga Free – Did I Do That (The New Testament) · Watch on YouTube

youtube_video Xs4WgD8Ez-U · row Xs4WgD8Ez-U

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In Your Mouth

Listed as Suga Free – In Your Mouth (The Features V.2) · Watch on YouTube

youtube_video YGKnEI-77lg · row YGKnEI-77lg

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Don't Walk Away

Listed as DJ Quik, Suga Free – Don't Walk Away (The Konnectid Project (Volume 1)) · Watch on YouTube

youtube_video _lafk1d---U · row _lafk1d---U

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Choice Me

Listed as Suga Free – Choice Me (Sunday School) · Watch on YouTube

youtube_video _pJmI2z6mkU · row _pJmI2z6mkU

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Useless (feat. Armani)

Listed as Suga Free – Useless (feat. Armani) (The Resurrection) · Watch on YouTube

youtube_video e0f3cTKEXPA · row e0f3cTKEXPA

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Don't No Suckaz Live Here

Listed as Suga Free – Don't No Suckaz Live Here (Street Gospel) · Watch on YouTube

youtube_video eBoXtfBgIOQ · row eBoXtfBgIOQ

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Truly Pimpin (Version 2)

Listed as Suga Free, Sporty – Truly Pimpin (Version 2) (Street Communion) · Watch on YouTube

youtube_video eOWuNNcWjD8 · row eOWuNNcWjD8

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Jailin

Listed as Suga Free – Jailin (Group Therapy Project) · Watch on YouTube

youtube_video fz4KcBNfsnI · row fz4KcBNfsnI

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Abcd

Listed as Suga Free – Abcd (The Features V.2) · Watch on YouTube

youtube_video gxfZW2ZHMoY · row gxfZW2ZHMoY

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Ya Ain't Fuckin Wit Us

Listed as Suga Free – Ya Ain't Fuckin Wit Us (The Features V.2) · Watch on YouTube

youtube_video jfhxGv21JPw · row jfhxGv21JPw

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That Lil Chic Broke

Listed as Suga Free, Sporty – That Lil Chic Broke (Street Communion) · Watch on YouTube

youtube_video kXrQnBSngD0 · row kXrQnBSngD0

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Dip Da

Listed as Suga Free – Dip Da (Street Gospel) · Watch on YouTube

youtube_video klkfNzRYlL0 · row klkfNzRYlL0

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Allergic To Bullshit

Listed as Suga Free – Allergic To Bullshit (Smell My Finger) · Watch on YouTube

youtube_video kvifXsZiH7k · row kvifXsZiH7k

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Premium Game

Listed as Suga Free – Premium Game (The Resurrection) · Watch on YouTube

youtube_video lT90-L1DCiY · row lT90-L1DCiY

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Pay Me

Listed as Suga Free – Pay Me (The New Testament) · Watch on YouTube

youtube_video mhS6NZ5JKlY · row mhS6NZ5JKlY

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Do I Love Her (feat. DJ Quik)

Listed as Suga Free – Do I Love Her (feat. DJ Quik) (The Features V.1) · Watch on YouTube

youtube_video nvCtEoD3Mi8 · row nvCtEoD3Mi8

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Hole in My Heart (feat. KOKANE)

Listed as Suga Free – Hole in My Heart (feat. KOKANE) (Hole in My Heart) · Watch on YouTube

youtube_video pkzuUyKMVuA · row pkzuUyKMVuA

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I Need My Doe

Listed as Suga Free – I Need My Doe (Smell My Finger) · Watch on YouTube

youtube_video pzdSt0MPrb8 · row pzdSt0MPrb8

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Shut Up

Listed as Suga Free, Kokane – Shut Up (Sugakane) · Watch on YouTube

youtube_video tOiJVB4ByDk · row tOiJVB4ByDk

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High Heels

Listed as Suga Free – High Heels (The New Testament) · Watch on YouTube

youtube_video tsebt5qkKAE · row tsebt5qkKAE

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Geeked Up

Listed as Suga Free, Sporty – Geeked Up (Street Communion) · Watch on YouTube

youtube_video w6cNtmsYEZo · row w6cNtmsYEZo

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Married To My Cadillac (feat. Porsha Jade)

Listed as Suga Free – Married To My Cadillac (feat. Porsha Jade) (Smell My Finger) · Watch on YouTube

youtube_video xoP5ZkyVoMc · row xoP5ZkyVoMc

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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.