Yes. Ty Dolla $ign has 194 songs listed in a dataset used to train AI music models.

Used for training 194

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 Hottest in the City, Campaign (feat. Future), Do You Believe

Listed under the artist name 194 songs in LAION-DISCO-12M

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

Hottest in the City

Listed as Ty Dolla $ign – Hottest in the City (Hottest in the City) · Watch on YouTube

youtube_video 0Ak3bXX_W58 · row 0Ak3bXX_W58

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Campaign (feat. Future)

Listed as Ty Dolla $ign – Campaign (feat. Future) (Campaign) · Watch on YouTube

youtube_video 0a6zMYHC98A · row 0a6zMYHC98A

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Do You Believe

Listed as Ali Gatie, Marshmello, Ty Dolla $ign – Do You Believe (The Idea Of Her) · Watch on YouTube

youtube_video 0oBU8LQiXy0 · row 0oBU8LQiXy0

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Can't Tell (feat. YG)

Listed as dvsn, Ty Dolla $ign – Can't Tell (feat. YG) (Cheers to the Best Memories) · Watch on YouTube

youtube_video 1qYVjtoPlrI · row 1qYVjtoPlrI

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HIGH & HOLY

Listed as Killer Mike, Ty Dolla $ign – HIGH & HOLY (MICHAEL) · Watch on YouTube

youtube_video 2BhBFTAyEOs · row 2BhBFTAyEOs

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Only Right (feat. YG, Joe Moses & TeeCee4800)

Listed as Ty Dolla $ign – Only Right (feat. YG, Joe Moses & TeeCee4800) (Free TC) · Watch on YouTube

youtube_video 2IJcrsx1rEU · row 2IJcrsx1rEU

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Dream Girl

Listed as Ravyn Lenae, Ty Dolla $ign – Dream Girl (Dream Girl) · Watch on YouTube

youtube_video 3e4UcTYbxJE · row 3e4UcTYbxJE

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Purple Emoji (feat. J. Cole)

Listed as Ty Dolla $ign – Purple Emoji (feat. J. Cole) (Purple Emoji) · Watch on YouTube

youtube_video 55UvcSIPXag · row 55UvcSIPXag

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Don't Say A Word

Listed as dvsn, Ty Dolla $ign – Don't Say A Word (Cheers to the Best Memories) · Watch on YouTube

youtube_video 790EQFQBHPk · row 790EQFQBHPk

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Twerk It (feat. Wale, Wiz Khalifa & Project Pat)

Listed as Juicy J, Ty Dolla $ign – Twerk It (feat. Wale, Wiz Khalifa & Project Pat) (Taylor Gang O.G) · Watch on YouTube

youtube_video 7KyYI4tUv3g · row 7KyYI4tUv3g

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Expensive (feat. Nicki Minaj)

Listed as Ty Dolla $ign – Expensive (feat. Nicki Minaj) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video 86_XSrNFZ1Y · row 86_XSrNFZ1Y

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MY SOUL

Listed as ¥$, Kanye West, Ty Dolla $ign – MY SOUL (VULTURES 2) · Watch on YouTube

youtube_video BVIG0y5WI1Q · row BVIG0y5WI1Q

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When I See Ya (feat. Fetty Wap)

Listed as Ty Dolla $ign – When I See Ya (feat. Fetty Wap) (Free TC) · Watch on YouTube

youtube_video CPnRjdbYF48 · row CPnRjdbYF48

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The Play

Listed as Wiz Khalifa, Juicy J, Ty Dolla $ign – The Play (Taylor Gang) · Watch on YouTube

youtube_video DMyT7GuC3Kg · row DMyT7GuC3Kg

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Motion (feat. Chris Brown)

Listed as Ty Dolla $ign – Motion (feat. Chris Brown) (Motion) · Watch on YouTube

youtube_video Da5ie4_R4nY · row Da5ie4_R4nY

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Dangerous City (feat. Buju Banton)

Listed as dvsn, Ty Dolla $ign – Dangerous City (feat. Buju Banton) (A Muse In Her Feelings) · Watch on YouTube

youtube_video EXX_QdjFPGg · row EXX_QdjFPGg

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Memories

Listed as dvsn, Ty Dolla $ign – Memories (Memories) · Watch on YouTube

youtube_video Ei_39fpXCvU · row Ei_39fpXCvU

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Pineapple (feat. Gucci Mane & Quavo)

Listed as Ty Dolla $ign – Pineapple (feat. Gucci Mane & Quavo) (Beach House 3 (Deluxe Edition)) · Watch on YouTube

youtube_video EvSEe-mn2hQ · row EvSEe-mn2hQ

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Droptop in the Rain (feat. Tory Lanez)

Listed as Ty Dolla $ign – Droptop in the Rain (feat. Tory Lanez) (Beach House 3) · Watch on YouTube

youtube_video GIH0e5oRXzg · row GIH0e5oRXzg

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Westside

Listed as Ty Dolla $ign – Westside (Free TC (Deluxe Edition)) · Watch on YouTube

youtube_video OMc5wFAF03k · row OMc5wFAF03k

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My Friends (feat. Lil Durk)

Listed as Ty Dolla $ign, Mustard – My Friends (feat. Lil Durk) (My Friends) · Watch on YouTube

youtube_video PRfYV_U3mXw · row PRfYV_U3mXw

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Universe (feat. Kehlani)

Listed as Ty Dolla $ign – Universe (feat. Kehlani) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video Qh6LEWyXykY · row Qh6LEWyXykY

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Irie (feat. Wiz Khalifa)

Listed as Ty Dolla $ign – Irie (feat. Wiz Khalifa) (Irie) · Watch on YouTube

youtube_video SHkOTtTKCkA · row SHkOTtTKCkA

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Like a Drug

Listed as Ty Dolla $ign – Like a Drug (Free TC (Deluxe Edition)) · Watch on YouTube

youtube_video SRfgOJjcmVA · row SRfgOJjcmVA

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TWO DAYS

Listed as Killer Mike, Ty Dolla $ign – TWO DAYS (MICHAEL) · Watch on YouTube

youtube_video Sxh3gnwrm38 · row Sxh3gnwrm38

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Mosh Pit

Listed as Lil Pump, Ty Dolla $ign – Mosh Pit (She Know) · Watch on YouTube

youtube_video TGGi91qYdmk · row TGGi91qYdmk

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Stand For

Listed as Ty Dolla $ign – Stand For (Stand For) · Watch on YouTube

youtube_video UeaNrCGSt5A · row UeaNrCGSt5A

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Darkside (feat. Kiiara)

Listed as Ty Dolla $ign, Future – Darkside (feat. Kiiara) (Darkside) · Watch on YouTube

youtube_video UsqJJAM58WI · row UsqJJAM58WI

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I Need Your Love

Listed as Blxst, Ty Dolla $ign – I Need Your Love (I'll Always Come Find You) · Watch on YouTube

youtube_video V98C4jewOL4 · row V98C4jewOL4

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Can't Shake Her

Listed as Kid Cudi, Ty Dolla $ign – Can't Shake Her (Entergalactic) · Watch on YouTube

youtube_video VLUl2DfzVZ8 · row VLUl2DfzVZ8

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Don't Judge Me (feat. Future & Swae Lee)

Listed as Ty Dolla $ign – Don't Judge Me (feat. Future & Swae Lee) (Beach House 3) · Watch on YouTube

youtube_video VvaJqU7Vo-k · row VvaJqU7Vo-k

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Scared of the Dark (Remix) (feat. XXXTENTACION)

Listed as Lil Wayne, Ty Dolla $ign, Ozuna – Scared of the Dark (Remix) (feat. XXXTENTACION) (Spider-Man: Into the Spider-Verse (Deluxe Edition / Soundtrack From & Inspired By The Motion Picture)) · Watch on YouTube

youtube_video Zs80PcouzXo · row Zs80PcouzXo

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Zaddy

Listed as Ty Dolla $ign – Zaddy (Zaddy) · Watch on YouTube

youtube_video anqx9wM8KqM · row anqx9wM8KqM

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Or Nah (Live)

Listed as The Weeknd, Ty Dolla $ign – Or Nah (Live) (Live At SoFi Stadium) · Watch on YouTube

youtube_video c-dB375OaA0 · row c-dB375OaA0

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Lil Favorite (feat. MadeinTYO)

Listed as Ty Dolla $ign – Lil Favorite (feat. MadeinTYO) (Beach House 3) · Watch on YouTube

youtube_video fGo8tllHU-c · row fGo8tllHU-c

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FOREVER

Listed as ¥$, Kanye West, Ty Dolla $ign – FOREVER (VULTURES 2) · Watch on YouTube

youtube_video iREsvkj12Hw · row iREsvkj12Hw

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Word Is Bond

Listed as YG, Ty Dolla $ign – Word Is Bond (L.A Forever) · Watch on YouTube

youtube_video iTbsbPT0v8Y · row iTbsbPT0v8Y

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By Yourself (feat. Jhené Aiko & Mustard)

Listed as Ty Dolla $ign – By Yourself (feat. Jhené Aiko & Mustard) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video jF_68A-vZ2Q · row jF_68A-vZ2Q

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LIFESTYLE

Listed as ¥$, Kanye West, Ty Dolla $ign – LIFESTYLE (VULTURES 2) · Watch on YouTube

youtube_video jfBKF1XDRAg · row jfBKF1XDRAg

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Sitting Pretty (feat. Wiz Khalifa)

Listed as Ty Dolla $ign – Sitting Pretty (feat. Wiz Khalifa) (Free TC) · Watch on YouTube

youtube_video jgqsSOE7QM4 · row jgqsSOE7QM4

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Love Jones

Listed as Leon Thomas, Ty Dolla $ign – Love Jones (Love Jones) · Watch on YouTube

youtube_video lTj2Sf9DtA8 · row lTj2Sf9DtA8

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By Yourself (feat. Jhené Aiko & Mustard)

Listed as Ty Dolla $ign – By Yourself (feat. Jhené Aiko & Mustard) (Featuring Ty Dolla $ign) · Watch on YouTube

youtube_video pW_ldX2NoSw · row pW_ldX2NoSw

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MY SOUL

Listed as ¥$, Kanye West, Ty Dolla $ign – MY SOUL (VULTURES 2) · Watch on YouTube

youtube_video q6XqeAeqRAE · row q6XqeAeqRAE

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Brand New

Listed as Juicy J, Ty Dolla $ign – Brand New (Taylor Gang O.G) · Watch on YouTube

youtube_video qVhhm7GJ2HQ · row qVhhm7GJ2HQ

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Horses in the Stable

Listed as Ty Dolla $ign – Horses in the Stable (Free TC) · Watch on YouTube

youtube_video sffisQPMFaQ · row sffisQPMFaQ

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Clout (feat. 21 Savage)

Listed as Ty Dolla $ign – Clout (feat. 21 Savage) (Beach House 3 (Deluxe Edition)) · Watch on YouTube

youtube_video tHzBa1_iVKs · row tHzBa1_iVKs

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FOREVER

Listed as ¥$, Kanye West, Ty Dolla $ign – FOREVER (VULTURES 2) · Watch on YouTube

youtube_video tIdcor3B1H4 · row tIdcor3B1H4

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All the Time

Listed as Ty Dolla $ign – All the Time (Beach House 3) · Watch on YouTube

youtube_video tN2i9x7ObzE · row tN2i9x7ObzE

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Trap (feat. Gucci Mane)

Listed as Juicy J, Ty Dolla $ign – Trap (feat. Gucci Mane) (2 Taylor Gang) · Watch on YouTube

youtube_video xfZdV-aXWCk · row xfZdV-aXWCk

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Paranoid (Remix) (feat. Trey Songz, French Montana & DJ Mustard)

Listed as Ty Dolla $ign – Paranoid (Remix) (feat. Trey Songz, French Montana & DJ Mustard) (Paranoid (Remix)) · Watch on YouTube

youtube_video y4DwFyx8cDY · row y4DwFyx8cDY

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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.