Yes. J. Period has 154 songs listed in a dataset used to train AI music models.

Used for training 154

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 Ether (Outtro), White Label Freestyle (Exclusive), It Ain't Hard to Tell (Remix)

Listed under the artist name 154 songs in LAION-DISCO-12M

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

Ether (Outtro)

Listed as Nas, J.PERIOD – Ether (Outtro) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video -qGN1wl2mRo · row -qGN1wl2mRo

LAION-DISCO-12M

White Label Freestyle (Exclusive)

Listed as Nas, J.PERIOD – White Label Freestyle (Exclusive) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video -w6VS0UutoM · row -w6VS0UutoM

LAION-DISCO-12M

It Ain't Hard to Tell (Remix)

Listed as Nas, J.PERIOD – It Ain't Hard to Tell (Remix) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 0D5HFa7EO5A · row 0D5HFa7EO5A

LAION-DISCO-12M

The World is Yours

Listed as Nas, J.PERIOD – The World is Yours (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 38qEr3pYi7A · row 38qEr3pYi7A

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Hot Sauce (Single Version) (feat. Andra Day & Aloe Blacc)

Listed as J.PERIOD – Hot Sauce (Single Version) (feat. Andra Day & Aloe Blacc) (Hot Sauce (Single Version)) · Watch on YouTube

youtube_video 3romePgLSRM · row 3romePgLSRM

LAION-DISCO-12M

Lifes a Bitch (feat. AZ)

Listed as Nas, J.PERIOD – Lifes a Bitch (feat. AZ) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 6zB8Gmgs3TY · row 6zB8Gmgs3TY

LAION-DISCO-12M

The Message (Mafioso Remix)

Listed as Nas, J.PERIOD – The Message (Mafioso Remix) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 7b8eSWEgObQ · row 7b8eSWEgObQ

LAION-DISCO-12M

What Goes Around (Poison)

Listed as Nas, J.PERIOD – What Goes Around (Poison) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 8WO4OouNMzQ · row 8WO4OouNMzQ

LAION-DISCO-12M

Affirmative Action (St. Denis Style Remix)

Listed as Nas, J.PERIOD – Affirmative Action (St. Denis Style Remix) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video 94Hc8te3E4s · row 94Hc8te3E4s

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Represent

Listed as Nas, J.PERIOD – Represent (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video A4rR0NIizcA · row A4rR0NIizcA

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I Gave You Power

Listed as Nas, J.PERIOD – I Gave You Power (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video Bo9lOVRSIxM · row Bo9lOVRSIxM

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One Mic

Listed as Nas, J.PERIOD – One Mic (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video F0W05HHiF4Q · row F0W05HHiF4Q

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Little Ghetto Boy (J.PERIOD Remix) (feat. Q-Tip, John Legend & The Roots)

Listed as J.PERIOD – Little Ghetto Boy (J.PERIOD Remix) (feat. Q-Tip, John Legend & The Roots) (BEST OF J.PERIOD [VOL. 2]) · Watch on YouTube

youtube_video FKh_kA38bbQ · row FKh_kA38bbQ

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The Second Coming

Listed as Nas, J.PERIOD – The Second Coming (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video FUFLiSvcDc8 · row FUFLiSvcDc8

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Get Down

Listed as Nas, J.PERIOD – Get Down (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video Gjar-cOzh-g · row Gjar-cOzh-g

LAION-DISCO-12M

Intro: '91 Freestyle (J.PERIOD Exclusive)

Listed as Nas, J.PERIOD – Intro: '91 Freestyle (J.PERIOD Exclusive) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video K2l9RgSBXX4 · row K2l9RgSBXX4

LAION-DISCO-12M

NY State of Mind Part 2

Listed as Nas, J.PERIOD – NY State of Mind Part 2 (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video LLlpRoddycg · row LLlpRoddycg

LAION-DISCO-12M

One Love b/w Hell on Earth (J.PERIOD Remix)

Listed as Nas, J.PERIOD – One Love b/w Hell on Earth (J.PERIOD Remix) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video MZBoI7eBhaA · row MZBoI7eBhaA

LAION-DISCO-12M

It Ain't Hard to Tell

Listed as Nas, J.PERIOD – It Ain't Hard to Tell (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video Mq9sARkkFvk · row Mq9sARkkFvk

LAION-DISCO-12M

Jill Scott (Interlude)

Listed as Black Thought, J. Period – Jill Scott (Interlude) (The Best of the Roots) · Watch on YouTube

youtube_video Oue17dp6Ph4 · row Oue17dp6Ph4

LAION-DISCO-12M

In the Ghetto (Wake Up!) (feat. Black Thought, Rakim & John Legend)

Listed as J.PERIOD – In the Ghetto (Wake Up!) (feat. Black Thought, Rakim & John Legend) (In The Ghetto (Wake Up!)) · Watch on YouTube

youtube_video S7PNBvqygTk · row S7PNBvqygTk

LAION-DISCO-12M

Excursions (J.PERIOD Remix) (feat. De La Soul)

Listed as J.PERIOD – Excursions (J.PERIOD Remix) (feat. De La Soul) (Best Of J.PERIOD (Vol. 1)) · Watch on YouTube

youtube_video SKXkDrPfT6A · row SKXkDrPfT6A

LAION-DISCO-12M

Run New York (J.PERIOD Remix) (feat. Nas, Angel Haze & Gil-Scott Heron)

Listed as J.PERIOD – Run New York (J.PERIOD Remix) (feat. Nas, Angel Haze & Gil-Scott Heron) (RAGE IS BACK [The Mixtape]) · Watch on YouTube

youtube_video TTFtMljWljY · row TTFtMljWljY

LAION-DISCO-12M

Made You Look (Remix) (feat. Ludacris)

Listed as Nas, J.PERIOD – Made You Look (Remix) (feat. Ludacris) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video V_byAwE2U5M · row V_byAwE2U5M

LAION-DISCO-12M

Youthful (J.PERIOD Abstract Remix) (feat. Talib Kweli, Questlove & James Poyser)

Listed as J.PERIOD – Youthful (J.PERIOD Abstract Remix) (feat. Talib Kweli, Questlove & James Poyser) (BEST OF J.PERIOD [VOL. 2]) · Watch on YouTube

youtube_video czqhP1h05-w · row czqhP1h05-w

LAION-DISCO-12M

Street Dreams (J.PERIOD Remix)

Listed as Nas, J.PERIOD – Street Dreams (J.PERIOD Remix) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video dWv-TONIWNY · row dWv-TONIWNY

LAION-DISCO-12M

One Love

Listed as Nas, J.PERIOD – One Love (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video dzLlAEASPTk · row dzLlAEASPTk

LAION-DISCO-12M

Ill Street Blues (J.PERIOD Remix) (feat. Kool G Rap)

Listed as Nas, J.PERIOD – Ill Street Blues (J.PERIOD Remix) (feat. Kool G Rap) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video j7Meo4Qjcsg · row j7Meo4Qjcsg

LAION-DISCO-12M

Live at the BBQ

Listed as Nas, J.PERIOD – Live at the BBQ (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video j7tqtsPqyMU · row j7tqtsPqyMU

LAION-DISCO-12M

Cut The Line (feat. Kardinal Offishall & Joss Stone)

Listed as J.PERIOD – Cut The Line (feat. Kardinal Offishall & Joss Stone) (J.PERIOD Presents…Story To Tell (Chapter Two)) · Watch on YouTube

youtube_video jge3w7wxnU4 · row jge3w7wxnU4

LAION-DISCO-12M

Ultimate High (feat. Nature)

Listed as Nas, J.PERIOD – Ultimate High (feat. Nature) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video jhJtTYNXs0Q · row jhJtTYNXs0Q

LAION-DISCO-12M

Eye for an Eye

Listed as Nas, J.PERIOD – Eye for an Eye (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video k-nK0hFswxE · row k-nK0hFswxE

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Street Dreams

Listed as Nas, J.PERIOD – Street Dreams (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video lMRYVVchv08 · row lMRYVVchv08

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Halftime

Listed as Nas, J.PERIOD – Halftime (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video lgACKH1Gg3g · row lgACKH1Gg3g

LAION-DISCO-12M

Better Half (feat. Mumu Fresh & CAMP)

Listed as J.PERIOD – Better Half (feat. Mumu Fresh & CAMP) (J.PERIOD Presents…Story To Tell (Chapter Two)) · Watch on YouTube

youtube_video lzVk-5Khrqg · row lzVk-5Khrqg

LAION-DISCO-12M

Silent Murder (Unreleased)

Listed as Nas, J.PERIOD – Silent Murder (Unreleased) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video m8UX8rEA8Xk · row m8UX8rEA8Xk

LAION-DISCO-12M

One Love (J.PERIOD Abstract Remix) (feat. Q-Tip)

Listed as Nas, J.PERIOD – One Love (J.PERIOD Abstract Remix) (feat. Q-Tip) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video mwt4QUYW7PI · row mwt4QUYW7PI

LAION-DISCO-12M

Righteous Records (Interview Interlude)

Listed as Nas, J.PERIOD – Righteous Records (Interview Interlude) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video nmb9dwnH_mo · row nmb9dwnH_mo

LAION-DISCO-12M

No Idea's Original

Listed as Nas, J.PERIOD – No Idea's Original (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video oC3iewBKLNk · row oC3iewBKLNk

LAION-DISCO-12M

Dr. Knockboot

Listed as Nas, J.PERIOD – Dr. Knockboot (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video oWvy9B8mW0A · row oWvy9B8mW0A

LAION-DISCO-12M

Nas is Like

Listed as Nas, J.PERIOD – Nas is Like (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video paoIC5F7bDU · row paoIC5F7bDU

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The Next Chapter (Still Love H.E.R.) (feat. Common)

Listed as J.PERIOD – The Next Chapter (Still Love H.E.R.) (feat. Common) (Best Of J.PERIOD (Vol. 1)) · Watch on YouTube

youtube_video qCPchoYAhPo · row qCPchoYAhPo

LAION-DISCO-12M

Doo Rags

Listed as Nas, J.PERIOD – Doo Rags (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video rd0SSVUVRQ0 · row rd0SSVUVRQ0

LAION-DISCO-12M

Made You Shook (J.PERIOD Exclusive)

Listed as Nas, J.PERIOD – Made You Shook (J.PERIOD Exclusive) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video sneZoykXt4s · row sneZoykXt4s

LAION-DISCO-12M

It Was Written Freestyle

Listed as Nas, J.PERIOD – It Was Written Freestyle (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video tNOkAAJjqsk · row tNOkAAJjqsk

LAION-DISCO-12M

Wu-Banger (Mathematics Mix) (J.PERIOD Edit) (feat. Wu-Tang Clan)

Listed as J.PERIOD – Wu-Banger (Mathematics Mix) (J.PERIOD Edit) (feat. Wu-Tang Clan) (RAGE IS BACK [The Mixtape]) · Watch on YouTube

youtube_video uU19U_qKjYI · row uU19U_qKjYI

LAION-DISCO-12M

Memory Lane

Listed as Nas, J.PERIOD – Memory Lane (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video ux0MfIO0g68 · row ux0MfIO0g68

LAION-DISCO-12M

NY State of Mind

Listed as Nas, J.PERIOD – NY State of Mind (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video wd2WkRrL56c · row wd2WkRrL56c

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If I Ruled the World (feat. Lauryn Hill)

Listed as Nas, J.PERIOD – If I Ruled the World (feat. Lauryn Hill) (Best of Nas [Anniversary Edition]) · Watch on YouTube

youtube_video zST68z8bHAU · row zST68z8bHAU

LAION-DISCO-12M

Killing A Soundboy (J.PERIOD Remix) (feat. Buju Banton & General Steele)

Listed as J.PERIOD – Killing A Soundboy (J.PERIOD Remix) (feat. Buju Banton & General Steele) (Best Of J.PERIOD (Vol. 1)) · Watch on YouTube

youtube_video zbgDJYSA8mY · row zbgDJYSA8mY

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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.