Yes. AWKWORD has 65 songs listed in a dataset used to train AI music models.

Used for training 65

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 Worldwide (feat. Esdi), Metal Music (feat. El Gant, Ill Bill, Tenacity & Blame One), Go! Nyc (Remix) (feat. Joell Ortiz, Aaron Cohen, Wordsworth & K. Sparks)

Listed under the artist name 65 songs in LAION-DISCO-12M

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

Worldwide (feat. Esdi)

Listed as AWKWORD – Worldwide (feat. Esdi) (World View (Bonus Disc)) · Watch on YouTube

youtube_video -qYbRMNYMoY · row -qYbRMNYMoY

LAION-DISCO-12M

Metal Music (feat. El Gant, Ill Bill, Tenacity & Blame One)

Listed as AWKWORD – Metal Music (feat. El Gant, Ill Bill, Tenacity & Blame One) (World View) · Watch on YouTube

youtube_video 00Zzb06Kr10 · row 00Zzb06Kr10

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Go! Nyc (Remix) (feat. Joell Ortiz, Aaron Cohen, Wordsworth & K. Sparks)

Listed as Awkword – Go! Nyc (Remix) (feat. Joell Ortiz, Aaron Cohen, Wordsworth & K. Sparks) (Go! Nyc (Remix) [feat. Joell Ortiz, Aaron Cohen, Wordsworth & K. Sparks]) · Watch on YouTube

youtube_video 0tvzSjR-_Zo · row 0tvzSjR-_Zo

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Before Before (feat. Mar Q Spekt, Shirt, Kel Spencer & DJ Graft)

Listed as AWKWORD – Before Before (feat. Mar Q Spekt, Shirt, Kel Spencer & DJ Graft) (World View (Bonus Disc)) · Watch on YouTube

youtube_video 2eQPuB5xvCs · row 2eQPuB5xvCs

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It's Not Possible

Listed as AWKWORD – It's Not Possible (The Best of Awkword) · Watch on YouTube

youtube_video 5S1EpUqZGTc · row 5S1EpUqZGTc

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Untitled (feat. Block MC Cloud)

Listed as AWKWORD – Untitled (feat. Block MC Cloud) (The Best of Awkword) · Watch on YouTube

youtube_video 9V9j2hycqT0 · row 9V9j2hycqT0

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#AaronSwartz (feat. LaW & Steel Tipped Dove)

Listed as AWKWORD – #AaronSwartz (feat. L*a*W & Steel Tipped Dove) (World View) · Watch on YouTube

youtube_video A43evFJI7eI · row A43evFJI7eI

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Back to Bk

Listed as AWKWORD – Back to Bk (The Best of Awkword) · Watch on YouTube

youtube_video AMdtMhHbeJI · row AMdtMhHbeJI

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Bars & Hooks (feat. the Incomparable Shakespeare)

Listed as AWKWORD – Bars & Hooks (feat. the Incomparable Shakespeare) (The Best of Awkword) · Watch on YouTube

youtube_video AiGAFNALaK0 · row AiGAFNALaK0

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Gas Land (Frack Off) [Clean] (feat. Chaundon)

Listed as Awkword – Gas Land (Frack Off) [Clean] (feat. Chaundon) (Gas Land (Frack Off) [Clean] (feat. Chaundon)) · Watch on YouTube

youtube_video Arxj6LFHFcs · row Arxj6LFHFcs

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Imperialism (White Shadow Remix) (feat. C Rayz Walz & Chief Kamachi)

Listed as AWKWORD – Imperialism (White Shadow Remix) (feat. C Rayz Walz & Chief Kamachi) (World View (Bonus Disc)) · Watch on YouTube

youtube_video CnICeo4wrRQ · row CnICeo4wrRQ

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Hate Me Now

Listed as AWKWORD – Hate Me Now (World View (Bonus Disc)) · Watch on YouTube

youtube_video FHeZ1ZVgLKQ · row FHeZ1ZVgLKQ

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Requiem (feat. Soul Stice, Ess Vee, Cuzoh Black & Atg)

Listed as AWKWORD – Requiem (feat. Soul Stice, Ess Vee, Cuzoh Black & Atg) (World View) · Watch on YouTube

youtube_video ItQXYCNVL_c · row ItQXYCNVL_c

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The Black Book

Listed as AWKWORD – The Black Book (The Best of Awkword) · Watch on YouTube

youtube_video IwIlSXlgDB8 · row IwIlSXlgDB8

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Intro

Listed as AWKWORD – Intro (The Best of Awkword) · Watch on YouTube

youtube_video J7pUb-9KD1A · row J7pUb-9KD1A

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Outro

Listed as AWKWORD – Outro (The Best of Awkword) · Watch on YouTube

youtube_video JYSrklXOhoA · row JYSrklXOhoA

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The Ivory Tower

Listed as Awkword – The Ivory Tower (The Ivory Tower) · Watch on YouTube

youtube_video KoFgPQTR_4g · row KoFgPQTR_4g

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That Shit (Remix)

Listed as AWKWORD – That Shit (Remix) (The Best of Awkword) · Watch on YouTube

youtube_video N64aBS3Jirs · row N64aBS3Jirs

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Radio 2.0 (feat. Krs One, Dug Infinite, Brimstone127 & Mista Lawnge)

Listed as AWKWORD – Radio 2.0 (feat. Krs One, Dug Infinite, Brimstone127 & Mista Lawnge) (World View) · Watch on YouTube

youtube_video OIIXprBe0Pk · row OIIXprBe0Pk

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It's Not Possible (feat. Recluse Crew)

Listed as AWKWORD – It's Not Possible (feat. Recluse Crew) (World View) · Watch on YouTube

youtube_video Okf_vSx7yZU · row Okf_vSx7yZU

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Notorious (feat. Wordsmith, Jasiri X, Jus Daze & Capital X)

Listed as AWKWORD – Notorious (feat. Wordsmith, Jasiri X, Jus Daze & Capital X) (World View) · Watch on YouTube

youtube_video Olp3qqrjCNM · row Olp3qqrjCNM

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Penny (feat. Dismas)

Listed as AWKWORD – Penny (feat. Dismas) (World View) · Watch on YouTube

youtube_video RpDYD0tgamE · row RpDYD0tgamE

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Before (feat. Pacewon & Block Mccloud)

Listed as AWKWORD – Before (feat. Pacewon & Block Mccloud) (World View (Bonus Disc)) · Watch on YouTube

youtube_video Rz9HtQp7BGM · row Rz9HtQp7BGM

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Imperialism (feat. C Rayz Walz, Reks & Jonny Lupo)

Listed as AWKWORD – Imperialism (feat. C Rayz Walz, Reks & Jonny Lupo) (World View) · Watch on YouTube

youtube_video S4TIIDHLoI0 · row S4TIIDHLoI0

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Rainy Daze (Part I) (feat. Main Flow, Rickie Jacobs & Mojo)

Listed as AWKWORD – Rainy Daze (Part I) (feat. Main Flow, Rickie Jacobs & Mojo) (World View (Bonus Disc)) · Watch on YouTube

youtube_video SkkQ717aAkk · row SkkQ717aAkk

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Doctor Doctor (feat. Guesswho? & Major R.E.)

Listed as AWKWORD – Doctor Doctor (feat. Guesswho? & Major R.E.) (World View) · Watch on YouTube

youtube_video UHwl7QrUepk · row UHwl7QrUepk

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Whose Streets?

Listed as AWKWORD – Whose Streets? (World View (Bonus Disc)) · Watch on YouTube

youtube_video Us4rtZfNMTE · row Us4rtZfNMTE

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Rap Genius (feat. Perseverance, Chino Xl & the White Shadow)

Listed as AWKWORD – Rap Genius (feat. Perseverance, Chino Xl & the White Shadow) (World View) · Watch on YouTube

youtube_video WLAk_FjapDM · row WLAk_FjapDM

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Back to Bk (feat. D. Julien, Dom O Briggs, Poison Pen & DJ Tone Spliff)

Listed as AWKWORD – Back to Bk (feat. D. Julien, Dom O Briggs, Poison Pen & DJ Tone Spliff) (World View (Bonus Disc)) · Watch on YouTube

youtube_video XJoV2QbKjUw · row XJoV2QbKjUw

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Rhythm of Life (feat. Shi 360, Jesse Abraham, Barak the Rapper & Kosha Dillz)

Listed as AWKWORD – Rhythm of Life (feat. Shi 360, Jesse Abraham, Barak the Rapper & Kosha Dillz) (World View (Bonus Disc)) · Watch on YouTube

youtube_video YFyXovizVXM · row YFyXovizVXM

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Rape (feat. Fafu)

Listed as AWKWORD – Rape (feat. Fafu) (World View) · Watch on YouTube

youtube_video YwnGzOQzDuU · row YwnGzOQzDuU

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Faking the Funk

Listed as AWKWORD – Faking the Funk (The Best of Awkword) · Watch on YouTube

youtube_video ZPZqcWOdzvQ · row ZPZqcWOdzvQ

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Go! & Maya Azucena) (feat. Joell Ortiz & Slug)

Listed as Awkword – Go! & Maya Azucena) (feat. Joell Ortiz & Slug) (Go! (feat. Joell Ortiz, Slug [Atmosphere] & Maya Azucena)) · Watch on YouTube

youtube_video ZtoDghq-8vY · row ZtoDghq-8vY

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I Am (feat. Modenine, Five Steez, Holstar & Latasha Alcindor)

Listed as Awkword – I Am (feat. Modenine, Five Steez, Holstar & Latasha Alcindor) (I Am (feat. Modenine, Five Steez, Holstar, Latasha Alcindor, Third Eye, Wakazi, the Assembly, Maka & DJ J Hart)) · Watch on YouTube

youtube_video clILbhrMELo · row clILbhrMELo

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Heather Heyer (Fuck Trump) (feat. DJ Wayne Ski)

Listed as AWKWORD – Heather Heyer (Fuck Trump) (feat. DJ Wayne Ski) (Heather Heyer (Fuck Trump) [feat. DJ Wayne Ski]) · Watch on YouTube

youtube_video ct1B31zmGD8 · row ct1B31zmGD8

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Can't Stop Won't Stop (feat. Block McCloud & Riles)

Listed as Awkword – Can't Stop Won't Stop (feat. Block McCloud & Riles) (Lyrical Warfare, Vol. One) · Watch on YouTube

youtube_video eStA9q71DGU · row eStA9q71DGU

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All My People (feat. Baje One, Josh Martinez & Queen Godis)

Listed as AWKWORD – All My People (feat. Baje One, Josh Martinez & Queen Godis) (World View (Bonus Disc)) · Watch on YouTube

youtube_video etuJwkdajkE · row etuJwkdajkE

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The People's Champ

Listed as AWKWORD – The People's Champ (The Best of Awkword) · Watch on YouTube

youtube_video f-7Nqk0MG0Q · row f-7Nqk0MG0Q

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Bars & Hooks (feat. Sean Price, the Kid Daytona, the Incomparable Shakespeare & Harry Fraud)

Listed as AWKWORD – Bars & Hooks (feat. Sean Price, the Kid Daytona, the Incomparable Shakespeare & Harry Fraud) (World View) · Watch on YouTube

youtube_video hKUfyTFzZLQ · row hKUfyTFzZLQ

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Dedication (feat. Centri)

Listed as AWKWORD – Dedication (feat. Centri) (World View (Bonus Disc)) · Watch on YouTube

youtube_video hQfSkQqcYj8 · row hQfSkQqcYj8

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Angels (feat. Jasiri X, Mk Asante & Voli)

Listed as Awkword – Angels (feat. Jasiri X, Mk Asante & Voli) (Angels (feat. Jasiri X, Mk Asante & Voli)) · Watch on YouTube

youtube_video ihjyvujVZwM · row ihjyvujVZwM

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Wake Up (Rough Mix) (feat. Nif Monroe)

Listed as AWKWORD – Wake Up (Rough Mix) (feat. Nif Monroe) (The Best of Awkword) · Watch on YouTube

youtube_video k0STCfluZ0g · row k0STCfluZ0g

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Ten Demands

Listed as AWKWORD – Ten Demands (Ten Demands) · Watch on YouTube

youtube_video kRLxlZE91Mg · row kRLxlZE91Mg

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Got Class? (feat. Fresh Nerd)

Listed as AWKWORD – Got Class? (feat. Fresh Nerd) (World View) · Watch on YouTube

youtube_video kVMsX7nWKWk · row kVMsX7nWKWk

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The World Is Yours (feat. Sha Stimuli, Viro the Virus & Dominant1)

Listed as AWKWORD – The World Is Yours (feat. Sha Stimuli, Viro the Virus & Dominant1) (World View) · Watch on YouTube

youtube_video qK93Oijjpw0 · row qK93Oijjpw0

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Throw Away the Key (No More Prisons)

Listed as Awkword – Throw Away the Key (No More Prisons) (Throw Away the Key (No More Prisons)) · Watch on YouTube

youtube_video qL6MADJzE8A · row qL6MADJzE8A

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Thank You (A Tribute to My Mommy)

Listed as AWKWORD – Thank You (A Tribute to My Mommy) (World View (Bonus Disc)) · Watch on YouTube

youtube_video tb7gr-CVyMA · row tb7gr-CVyMA

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The World Is Yours (White Shadow Remix) (feat. Sha Stimuli & Viro the Virus)

Listed as AWKWORD – The World Is Yours (White Shadow Remix) (feat. Sha Stimuli & Viro the Virus) (World View (Bonus Disc)) · Watch on YouTube

youtube_video tkgEU-jBv8A · row tkgEU-jBv8A

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Words

Listed as AWKWORD – Words (The Best of Awkword) · Watch on YouTube

youtube_video uyR5jKagIkA · row uyR5jKagIkA

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Black & White

Listed as AWKWORD – Black & White (The Best of Awkword) · Watch on YouTube

youtube_video yzGk3yQFXu8 · row yzGk3yQFXu8

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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.