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 Vanity, The Middle Finger, Everybody Knows
Artist Wale on YouTube Music
Yes. Wale has 176 songs listed in a dataset used to train AI music models.
Listed under the artist name 176 songs in LAION-DISCO-12M
Matched exactly: this YouTube Music artist id is the one the dataset lists these songs under.
Vanity
Listed as Wale – Vanity (The Gifted) · Watch on YouTube
youtube_video 0O0bYbWCJpk · row 0O0bYbWCJpk
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The Middle Finger
Listed as Wale – The Middle Finger (The Album About Nothing) · Watch on YouTube
youtube_video 20XdPV5X8h0 · row 20XdPV5X8h0
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Everybody Knows
Listed as The WRLDFMS Tony Williams, Wale – Everybody Knows (Everybody Knows) · Watch on YouTube
youtube_video 4XKbRmacjFA · row 4XKbRmacjFA
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Fish N Grits (feat. Travis Scott)
Listed as Wale – Fish N Grits (feat. Travis Scott) (Shine) · Watch on YouTube
youtube_video 8pCtJJzbz5M · row 8pCtJJzbz5M
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Sunshine
Listed as Wale – Sunshine (The Gifted) · Watch on YouTube
youtube_video 9wooxoUYd4I · row 9wooxoUYd4I
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Love & Loyalty (feat. Mannywellz)
Listed as Wale – Love & Loyalty (feat. Mannywellz) (Wow... That's Crazy) · Watch on YouTube
youtube_video A5Lu3IWPKtk · row A5Lu3IWPKtk
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Back 2 Ballin (feat. French Montana)
Listed as Meek Mill, Rick Ross, Wale – Back 2 Ballin (feat. French Montana) (Final Chapter) · Watch on YouTube
youtube_video CEUrCTb8ziE · row CEUrCTb8ziE
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Tired of Dreaming (feat. Ne-Yo & Rick Ross)
Listed as Wale – Tired of Dreaming (feat. Ne-Yo & Rick Ross) (The Gifted) · Watch on YouTube
youtube_video KzNKgvH1mLI · row KzNKgvH1mLI
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Turn Up
Listed as Wale, Jada, Future – Turn Up (Ballin' & Stuntin' Vol 8) · Watch on YouTube
youtube_video Lv3sNCSXc0E · row Lv3sNCSXc0E
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DC or Nothing
Listed as Wale – DC or Nothing (Ambition) · Watch on YouTube
youtube_video OfqIKDo4Lko · row OfqIKDo4Lko
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Fluctuate
Listed as Wale – Fluctuate (Folarin II) · Watch on YouTube
youtube_video QPWErVcsPzc · row QPWErVcsPzc
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Soft (feat. Juelz Santana & Fabolous)
Listed as Meek Mill, Rick Ross, Wale – Soft (feat. Juelz Santana & Fabolous) (Final Chapter) · Watch on YouTube
youtube_video SL3MfN2JbZU · row SL3MfN2JbZU
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More Love (feat. Shawn Stockman of Boyz ll Men & Sauce of Backyard Band)
Listed as Wale – More Love (feat. Shawn Stockman of Boyz ll Men & Sauce of Backyard Band) (Folarin II) · Watch on YouTube
youtube_video V_VZdYb-hDM · row V_VZdYb-hDM
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I Be Puttin' On (feat. French Montana, Roscoe Dash & Wiz Khalifa)
Listed as Wale – I Be Puttin' On (feat. French Montana, Roscoe Dash & Wiz Khalifa) (MMG Presents: Self Made, Vol. 2 (Deluxe Version)) · Watch on YouTube
youtube_video _xGGyqrbnhI · row _xGGyqrbnhI
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Don't Play Fair
Listed as Mozzy, Wale, Blxst – Don't Play Fair (Occupational Hazard) · Watch on YouTube
youtube_video doS4Jgjuvns · row doS4Jgjuvns
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Don't Play Fair
Listed as Mozzy, Wale, Blxst – Don't Play Fair (Occupational Hazard) · Watch on YouTube
youtube_video emI4SZHuCwI · row emI4SZHuCwI
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The War (feat. Daniel Merriweather)
Listed as Wale – The War (feat. Daniel Merriweather) (More About Nothing) · Watch on YouTube
youtube_video fB4m8hk2hYg · row fB4m8hk2hYg
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No Days Off
Listed as Wale – No Days Off (Ambition) · Watch on YouTube
youtube_video lG8M6J1ZR2Q · row lG8M6J1ZR2Q
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Double M Genius
Listed as Wale – Double M Genius (Ambition) · Watch on YouTube
youtube_video nu7wQXEjge4 · row nu7wQXEjge4
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Good Day (feat. Lil Wayne & Tyga)
Listed as Meek Mill, Rick Ross, Wale – Good Day (feat. Lil Wayne & Tyga) (Maybach All Star) · Watch on YouTube
youtube_video q26MNvyR7Bo · row q26MNvyR7Bo
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Heaven on Earth (feat. Chris Brown)
Listed as Wale – Heaven on Earth (feat. Chris Brown) (Shine) · Watch on YouTube
youtube_video thEaFmHLEBs · row thEaFmHLEBs
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The Curse of the Gifted
Listed as Wale – The Curse of the Gifted (The Gifted) · Watch on YouTube
youtube_video uaRD9wQTdy4 · row uaRD9wQTdy4
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BGM
Listed as Wale – BGM (Wow... That's Crazy) · Watch on YouTube
youtube_video v4HrK1zjMYc · row v4HrK1zjMYc
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The One Time in Houston
Listed as Wale – The One Time in Houston (The Album About Nothing) · Watch on YouTube
youtube_video wR-WNKaR_20 · row wR-WNKaR_20
LAION-DISCO-12M
Chun Li (feat. Nipsey Hussle)
Listed as Wale – Chun Li (feat. Nipsey Hussle) (Folarin) · Watch on YouTube
youtube_video xA-sH4Dupd0 · row xA-sH4Dupd0
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Bricks (feat. Yo Gotti & Lyfe Jennings)
Listed as Wale – Bricks (feat. Yo Gotti & Lyfe Jennings) (The Gifted) · Watch on YouTube
youtube_video xCEzshtl4oI · row xCEzshtl4oI
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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.
- DLA Piper: Creation of music with generative AI may be copyright infringement (GEMA v Suno, LG München I, 42 O 763/25), 2026-08-28
- Music Business Worldwide: Warner Music Group settles with Suno, strikes first-of-its-kind deal, 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
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.
- 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.
- 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.
Is this you?
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.