Yes. Chris Ward has 150 songs listed in a dataset used to train AI music models.

Used for training 150

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 ‘Cause I’m a Outlaw, 1 877 84 Swang, Get That Dough (feat. H.A.W.K.)

Listed under the artist name 150 songs in LAION-DISCO-12M

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

‘Cause I’m a Outlaw

Listed as Chris Ward – ‘Cause I’m a Outlaw (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video -KIHiE4yv_U · row -KIHiE4yv_U

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1 877 84 Swang

Listed as Chris Ward – 1 877 84 Swang (All Star Status) · Watch on YouTube

youtube_video -QC6c01eOkg · row -QC6c01eOkg

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Get That Dough (feat. H.A.W.K.)

Listed as Chris Ward – Get That Dough (feat. H.A.W.K.) (Das Me, Vol. 1) · Watch on YouTube

youtube_video 19d7Wj9_eY4 · row 19d7Wj9_eY4

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Dey Don't Know (feat. ZRO)

Listed as Chris Ward – Dey Don't Know (feat. ZRO) (Dey Don't Know (feat. ZRO)) · Watch on YouTube

youtube_video 1ZVCbI_Zwi0 · row 1ZVCbI_Zwi0

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Keep It 1 Thousand (feat. Slim Thug)

Listed as Chris Ward – Keep It 1 Thousand (feat. Slim Thug) (Das Me, Vol. 1) · Watch on YouTube

youtube_video 1d2fnOO-rJI · row 1d2fnOO-rJI

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Pull Ya Slabs Out (feat. J-Dawg, Slim Thug & BHO)

Listed as Chris Ward – Pull Ya Slabs Out (feat. J-Dawg, Slim Thug & BHO) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video 2JFIXk6fzZ4 · row 2JFIXk6fzZ4

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M.O.B. Y.S.P. [Screwed]

Listed as Chris Ward – M.O.B. Y.S.P. [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video 4-KNzsMgX0Y · row 4-KNzsMgX0Y

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Love I Feel 4 U (feat. Slim Thug)

Listed as Chris Ward – Love I Feel 4 U (feat. Slim Thug) (Das Me, Vol. 1) · Watch on YouTube

youtube_video 4WXNGUXNmvM · row 4WXNGUXNmvM

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No Mo Pain (feat. Yung Redd, Paul Wall & Z-Ro)

Listed as Chris Ward – No Mo Pain (feat. Yung Redd, Paul Wall & Z-Ro) (Das Me, Vol. 1) · Watch on YouTube

youtube_video 8pj-msQm6z0 · row 8pj-msQm6z0

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State Ya Name

Listed as Chris Ward – State Ya Name (Underworld Mobster) · Watch on YouTube

youtube_video 95zW8OA-Gr0 · row 95zW8OA-Gr0

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Before My World Endz

Listed as Chris Ward – Before My World Endz (Underworld Mobster) · Watch on YouTube

youtube_video Arnh55EOdpU · row Arnh55EOdpU

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Stop Drop & Roll (feat. BHO)

Listed as Chris Ward – Stop Drop & Roll (feat. BHO) (Mobstyle Bosshogg) · Watch on YouTube

youtube_video BNdR7kGW8l4 · row BNdR7kGW8l4

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Still On the Grind (feat. Slim Thug & BHO)

Listed as Chris Ward – Still On the Grind (feat. Slim Thug & BHO) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video CG3vVOAaRak · row CG3vVOAaRak

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Trespassing

Listed as Chris Ward – Trespassing (Wanted) · Watch on YouTube

youtube_video DErmooARqKA · row DErmooARqKA

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BossHogg Outlaw Flow

Listed as Chris Ward – BossHogg Outlaw Flow (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video DPVqWoMRuJg · row DPVqWoMRuJg

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2 Wayz/New J’s

Listed as Chris Ward – 2 Wayz/New J’s (Das Me, Vol. 1) · Watch on YouTube

youtube_video G1Nqc9x9lmw · row G1Nqc9x9lmw

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Fri. Skit

Listed as Chris Ward – Fri. Skit (Underworld Mobster) · Watch on YouTube

youtube_video IUNz4osoIeM · row IUNz4osoIeM

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Das Me

Listed as Chris Ward – Das Me (Underworld Mobster) · Watch on YouTube

youtube_video IWOtDxuPozU · row IWOtDxuPozU

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Street Life (feat. Lil’ Keke)

Listed as Chris Ward – Street Life (feat. Lil’ Keke) (Das Me, Vol. 1) · Watch on YouTube

youtube_video KtHPbzZnL5w · row KtHPbzZnL5w

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F They World (feat. Big Pokey)

Listed as Chris Ward – F They World (feat. Big Pokey) (Pain Management) · Watch on YouTube

youtube_video LgHGMzbBZEE · row LgHGMzbBZEE

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Got 2B Playa (feat. Lil Keke & M.O.B.)

Listed as Chris Ward – Got 2B Playa (feat. Lil Keke & M.O.B.) (Outlawed) · Watch on YouTube

youtube_video M0MKp6-PVvk · row M0MKp6-PVvk

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Mob Style Playa

Listed as Chris Ward – Mob Style Playa (Underworld Mobster) · Watch on YouTube

youtube_video N1IcIUYfhw0 · row N1IcIUYfhw0

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Monica Lewinsky (feat. Slim Thugga)

Listed as Chris Ward – Monica Lewinsky (feat. Slim Thugga) (Mobstyle Bosshogg) · Watch on YouTube

youtube_video Pz1m2AKC9II · row Pz1m2AKC9II

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Real Kp It Real (feat. Lil’ Keke & Hawk)

Listed as Chris Ward – Real Kp It Real (feat. Lil’ Keke & Hawk) (Das Me, Vol. 1) · Watch on YouTube

youtube_video QDK5YGdjx9Q · row QDK5YGdjx9Q

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Shining Starz (feat. Slim Thug & BHO)

Listed as Chris Ward – Shining Starz (feat. Slim Thug & BHO) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video QdDQU_ZoqgY · row QdDQU_ZoqgY

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Still [Screwed]

Listed as Chris Ward – Still [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video T9aogq8rARU · row T9aogq8rARU

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Pain Management Intro

Listed as Chris Ward – Pain Management Intro (Pain Management) · Watch on YouTube

youtube_video Tspa27Irvw0 · row Tspa27Irvw0

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Stylin on Em (feat. Kendus)

Listed as Chris Ward – Stylin on Em (feat. Kendus) (Swaggin Dragon) · Watch on YouTube

youtube_video XAbpbHfIBz0 · row XAbpbHfIBz0

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Pimpin (feat. KIlla Kyleon & Mr Fab)

Listed as Chris Ward – Pimpin (feat. KIlla Kyleon & Mr Fab) (All Star Status) · Watch on YouTube

youtube_video _FLwNz3LseQ · row _FLwNz3LseQ

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Light the Candles (feat. Lil’ Keke)

Listed as Chris Ward – Light the Candles (feat. Lil’ Keke) (Das Me, Vol. 1) · Watch on YouTube

youtube_video av3paO_p9SA · row av3paO_p9SA

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Pharmaceutically Speaking (feat. Redi Made)

Listed as Chris Ward – Pharmaceutically Speaking (feat. Redi Made) (The Leak (Part 1)) · Watch on YouTube

youtube_video c3TWwjsJ4f0 · row c3TWwjsJ4f0

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Welcome To Texas (feat. Big Hawk, C Note, Mike D & Big Pokey)

Listed as Chris Ward – Welcome To Texas (feat. Big Hawk, C Note, Mike D & Big Pokey) (All Star Status) · Watch on YouTube

youtube_video eDClTWSz5q4 · row eDClTWSz5q4

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Respect the Gun (feat. Slim Thug, Killa Kyleon & J-Dawg)

Listed as Chris Ward – Respect the Gun (feat. Slim Thug, Killa Kyleon & J-Dawg) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video jKVdA9t9MeQ · row jKVdA9t9MeQ

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Resisting Arrest

Listed as Chris Ward – Resisting Arrest (Wanted) · Watch on YouTube

youtube_video kDqmnMDWgwI · row kDqmnMDWgwI

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Got Me Wrong (feat. Z Ro & Gucci Mane)

Listed as Chris Ward – Got Me Wrong (feat. Z Ro & Gucci Mane) (Outlawed) · Watch on YouTube

youtube_video lK9fJLZ8vGY · row lK9fJLZ8vGY

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We Superstars

Listed as Chris Ward – We Superstars (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video n272_sZ6X1I · row n272_sZ6X1I

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Sitting on Top of the World Freestyle (Live) (feat. George Floyd Aka Big Floyd, DJ Screw, D1 & Raz)

Listed as Chris Ward – Sitting on Top of the World Freestyle (Live) (feat. George Floyd Aka Big Floyd, DJ Screw, D1 & Raz) (Pain Management) · Watch on YouTube

youtube_video nUCr3riEAZo · row nUCr3riEAZo

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Drillin Em

Listed as Chris Ward – Drillin Em (The Leak (Part 1)) · Watch on YouTube

youtube_video pMXgtkDc26g · row pMXgtkDc26g

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Smoke & Maintain [Screwed]

Listed as Chris Ward – Smoke & Maintain [Screwed] (Underworld Mobster) · Watch on YouTube

youtube_video pqtFgze1KJo · row pqtFgze1KJo

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Hogglife Flow (feat. Slim Thug & BHO)

Listed as Chris Ward – Hogglife Flow (feat. Slim Thug & BHO) (Outlaw Music Vol. 1) · Watch on YouTube

youtube_video r_mdtdRQX84 · row r_mdtdRQX84

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See Me

Listed as Chris Ward – See Me (Swaggin Dragon) · Watch on YouTube

youtube_video suMTxhNBGwo · row suMTxhNBGwo

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6 Keys On da Street (feat. S.U.C)

Listed as Chris Ward – 6 Keys On da Street (feat. S.U.C) (Das Me, Vol. 1) · Watch on YouTube

youtube_video vZcQKHcMN0Q · row vZcQKHcMN0Q

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Addicted (feat. Slim Thug)

Listed as Chris Ward – Addicted (feat. Slim Thug) (Das Me, Vol. 1) · Watch on YouTube

youtube_video voR-i182lq8 · row voR-i182lq8

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Don’t Wanna War

Listed as Chris Ward – Don’t Wanna War (The Leak (Part 1)) · Watch on YouTube

youtube_video wRG1unNMBdw · row wRG1unNMBdw

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Crooked Ass Streets (feat. Z-Ro)

Listed as Chris Ward – Crooked Ass Streets (feat. Z-Ro) (Pain Management) · Watch on YouTube

youtube_video wcwOQOgPx-w · row wcwOQOgPx-w

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3rd Million

Listed as Chris Ward – 3rd Million (Swaggin Dragon) · Watch on YouTube

youtube_video wfZpJy2kTKU · row wfZpJy2kTKU

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Neva Leave

Listed as Chris Ward – Neva Leave (Outlawed) · Watch on YouTube

youtube_video xqqWnwnyloc · row xqqWnwnyloc

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Dirty Sawf Side (feat. Hawk & Trae Tha Truth)

Listed as Chris Ward – Dirty Sawf Side (feat. Hawk & Trae Tha Truth) (Das Me, Vol. 1) · Watch on YouTube

youtube_video zWSQwDuy_Ko · row zWSQwDuy_Ko

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We Dont Need No Hook (feat. Lil Keke & Big Pokey)

Listed as Chris Ward – We Dont Need No Hook (feat. Lil Keke & Big Pokey) (All Star Status) · Watch on YouTube

youtube_video zg5yeGZA1K0 · row zg5yeGZA1K0

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Thought You Knew

Listed as Chris Ward – Thought You Knew (Underworld Mobster) · Watch on YouTube

youtube_video zi1fuaTT6A8 · row zi1fuaTT6A8

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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.