Yes. Torae has 149 songs listed in a dataset used to train AI music models.

Used for training 149

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 Switch, The nigguz is coming, Coney Island's Finest

Listed under the artist name 149 songs in LAION-DISCO-12M

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

Switch

Listed as Torae – Switch (Switch Single) · Watch on YouTube

youtube_video -3KXtzZl-uw · row -3KXtzZl-uw

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The nigguz is coming

Listed as Torae – The nigguz is coming (Daily Conversation) · Watch on YouTube

youtube_video 03CY5YGsQys · row 03CY5YGsQys

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Coney Island's Finest

Listed as Torae – Coney Island's Finest (Entitled) · Watch on YouTube

youtube_video 18PBTf-LuCY · row 18PBTf-LuCY

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Get It

Listed as Marco Polo, Torae – Get It (Double Barrel) · Watch on YouTube

youtube_video 1qkLUxfvLn8 · row 1qkLUxfvLn8

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Stomp (feat. Guilty Simpson)

Listed as Marco Polo, Torae – Stomp (feat. Guilty Simpson) (Double Barrel) · Watch on YouTube

youtube_video 3brqyKxD8Qs · row 3brqyKxD8Qs

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Think about it

Listed as Torae – Think about it (Daily Conversation) · Watch on YouTube

youtube_video 5-Bt-52kIPI · row 5-Bt-52kIPI

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Somethin to see

Listed as Torae – Somethin to see (Daily Conversation) · Watch on YouTube

youtube_video 5V_ojEvB-Yc · row 5V_ojEvB-Yc

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Smoke (Instrumental)

Listed as Marco Polo, Torae – Smoke (Instrumental) (Double Barrel (Instrumentals)) · Watch on YouTube

youtube_video 5Y821IZcm94 · row 5Y821IZcm94

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The Return (Instrumental)

Listed as Torae, Marco Polo – The Return (Instrumental) (The Return) · Watch on YouTube

youtube_video 64QKCEH7ZSM · row 64QKCEH7ZSM

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Combat Drills (Bonus Track 2)

Listed as Marco Polo, Torae – Combat Drills (Bonus Track 2) (Double Barrel) · Watch on YouTube

youtube_video 6DkhJmb8CgA · row 6DkhJmb8CgA

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Imagine

Listed as Torae – Imagine (For The Record) · Watch on YouTube

youtube_video 9HDcfy_scM0 · row 9HDcfy_scM0

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Hold Up (Instrumental)

Listed as Marco Polo, Torae – Hold Up (Instrumental) (Double Barrel (Instrumentals)) · Watch on YouTube

youtube_video 9S01cqymYLY · row 9S01cqymYLY

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Cues

Listed as Praise, Torae – Cues (All Praises Due) · Watch on YouTube

youtube_video 9alXR7_v1Z4 · row 9alXR7_v1Z4

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Crashing Down (Instrumental)

Listed as Marco Polo, Torae – Crashing Down (Instrumental) (Double Barrel (Instrumentals)) · Watch on YouTube

youtube_video BDcAd5w9dBw · row BDcAd5w9dBw

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Do The Math

Listed as Torae – Do The Math (For The Record) · Watch on YouTube

youtube_video CIBGb4HSEkA · row CIBGb4HSEkA

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Movie Album (skit)

Listed as Skyzoo, Torae – Movie Album (skit) (Barrel Brothers) · Watch on YouTube

youtube_video CRSdl5nWBYI · row CRSdl5nWBYI

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Changes

Listed as Torae – Changes (For The Record) · Watch on YouTube

youtube_video CT9vJZt196s · row CT9vJZt196s

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Get Down (Remix) [feat. Freeway & Styles P] (feat. Freeway & Styles P)

Listed as Torae – Get Down (Remix) [feat. Freeway & Styles P] (feat. Freeway & Styles P) (Get Down (Remix)) · Watch on YouTube

youtube_video FGghr3miPew · row FGghr3miPew

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Panorama (feat. MeLa Machinko)

Listed as Torae, MeLa Machinko – Panorama (feat. MeLa Machinko) (For The Record) · Watch on YouTube

youtube_video JnD8jC8zyos · row JnD8jC8zyos

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Cash Still Rules (feat. Skyzoo)

Listed as Torae – Cash Still Rules (feat. Skyzoo) (Admission Of Guilt) · Watch on YouTube

youtube_video M2L_02UqF_Y · row M2L_02UqF_Y

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Nowhere No More ft. Ms. Davis (feat. Ms. Davis)

Listed as Eternia, Torae, Ms. Davis, 9th Wonder – Nowhere No More ft. Ms. Davis (feat. Ms. Davis) (The Setup) · Watch on YouTube

youtube_video MOt6QNbsOZM · row MOt6QNbsOZM

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Take Notes

Listed as Praise, Torae – Take Notes (Take Notes) · Watch on YouTube

youtube_video ODsXXiihWG4 · row ODsXXiihWG4

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Albee Square Mall (feat. Livin Proof)

Listed as Skyzoo, Torae – Albee Square Mall (feat. Livin Proof) (Barrel Brothers) · Watch on YouTube

youtube_video OdByQ8JYH2g · row OdByQ8JYH2g

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Taylor made

Listed as Torae – Taylor made (Daily Conversation) · Watch on YouTube

youtube_video PBkhjv8ANiM · row PBkhjv8ANiM

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The eNd

Listed as Torae – The eNd (Entitled) · Watch on YouTube

youtube_video PCzuq5SjzkQ · row PCzuq5SjzkQ

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Love You

Listed as Torae – Love You (Heart Failure) · Watch on YouTube

youtube_video PlS6gnq28bI · row PlS6gnq28bI

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Fantastik

Listed as Torae – Fantastik (Daily Conversation) · Watch on YouTube

youtube_video QVlOni5Qmt0 · row QVlOni5Qmt0

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save the day

Listed as Torae – save the day (Daily Conversation) · Watch on YouTube

youtube_video Qqa_xxYPVoA · row Qqa_xxYPVoA

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FTBS (feat. Torch)

Listed as Torae – FTBS (feat. Torch) (Admission Of Guilt) · Watch on YouTube

youtube_video TqWX1JDBS1k · row TqWX1JDBS1k

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But Wait

Listed as Marco Polo, Torae – But Wait (Double Barrel) · Watch on YouTube

youtube_video U_VfzIPFde4 · row U_VfzIPFde4

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In Summation

Listed as Torae – In Summation (Admission Of Guilt) · Watch on YouTube

youtube_video YnwOhg2x5Os · row YnwOhg2x5Os

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Intro (Instrumental)

Listed as Marco Polo, Torae – Intro (Instrumental) (Double Barrel (Instrumentals)) · Watch on YouTube

youtube_video b5osRvGAh1I · row b5osRvGAh1I

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Thank You

Listed as Torae – Thank You (For The Record) · Watch on YouTube

youtube_video bGeXuGQgSEg · row bGeXuGQgSEg

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Let 'Em Know

Listed as Torae – Let 'Em Know (Entitled) · Watch on YouTube

youtube_video cPDne_fu4vo · row cPDne_fu4vo

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Reflection

Listed as Torae – Reflection (For The Record) · Watch on YouTube

youtube_video dUXa6RklQwA · row dUXa6RklQwA

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Coney Island

Listed as Marco Polo, Torae – Coney Island (Double Barrel) · Watch on YouTube

youtube_video eG1vCdwFsiE · row eG1vCdwFsiE

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Start Godly

Listed as Praise, Torae – Start Godly (All Praises Due) · Watch on YouTube

youtube_video fxMF81kWpRo · row fxMF81kWpRo

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Outta Here (feat. Mike Shorey)

Listed as Torae – Outta Here (feat. Mike Shorey) (Heart Failure) · Watch on YouTube

youtube_video gLc2kVM5T54 · row gLc2kVM5T54

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Intro

Listed as Torae – Intro (For The Record) · Watch on YouTube

youtube_video gcDc4kMcjlQ · row gcDc4kMcjlQ

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Lifetime (Instrumental)

Listed as Marco Polo, Torae – Lifetime (Instrumental) (Double Barrel (Instrumentals)) · Watch on YouTube

youtube_video i5zHJiWefCM · row i5zHJiWefCM

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R.E.A.L.

Listed as Torae – R.E.A.L. (Entitled) · Watch on YouTube

youtube_video iRgrDNJ3uEA · row iRgrDNJ3uEA

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Reaction

Listed as Praise, Torae – Reaction (All Praises Due) · Watch on YouTube

youtube_video j14o2Uckunk · row j14o2Uckunk

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Imperial Sound (ft. Saul Williams) (feat. Saul Williams)

Listed as Torae – Imperial Sound (ft. Saul Williams) (feat. Saul Williams) (Entitled) · Watch on YouTube

youtube_video j24Y7AilkmI · row j24Y7AilkmI

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Burden of Proof

Listed as Torae – Burden of Proof (Admission Of Guilt) · Watch on YouTube

youtube_video j9IVkx_iM4o · row j9IVkx_iM4o

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Entitled (ft. Teedra Moses) (feat. Teedra Moses)

Listed as Torae – Entitled (ft. Teedra Moses) (feat. Teedra Moses) (Entitled) · Watch on YouTube

youtube_video jXOx6a2_tPk · row jXOx6a2_tPk

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Only Way (Interlude)

Listed as Torae – Only Way (Interlude) (For The Record) · Watch on YouTube

youtube_video juuL6_X-fZA · row juuL6_X-fZA

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That's My Word

Listed as Praise, Torae – That's My Word (All Praises Due) · Watch on YouTube

youtube_video plzIKIr3MA8 · row plzIKIr3MA8

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Intro

Listed as Skyzoo, Torae – Intro (Barrel Brothers) · Watch on YouTube

youtube_video tOGhViTi5Sw · row tOGhViTi5Sw

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Over You (feat. Wes)

Listed as Torae, Wes – Over You (feat. Wes) (For The Record) · Watch on YouTube

youtube_video uBbAa9KbeuY · row uBbAa9KbeuY

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Intro (feat. DJ Premier)

Listed as Marco Polo, Torae – Intro (feat. DJ Premier) (Double Barrel) · Watch on YouTube

youtube_video xdSPyK0-rmE · row xdSPyK0-rmE

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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.