Yes. Dorothy Norwood has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 I Am, Grace And Mercy - Part Iii, Looking for My Jesus (feat. The Northern California G.M.W.A. Mass Choir)

Listed under the artist name 148 songs in LAION-DISCO-12M

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

I Am

Listed as Dorothy Norwood – I Am (Live At Home) · Watch on YouTube

youtube_video 2r0z9_1jBHc · row 2r0z9_1jBHc

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Grace And Mercy - Part Iii

Listed as Dorothy Norwood – Grace And Mercy - Part Iii (Ole Rickety Bridge) · Watch on YouTube

youtube_video 31GwL2KS-OI · row 31GwL2KS-OI

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Looking for My Jesus (feat. The Northern California G.M.W.A. Mass Choir)

Listed as Dorothy Norwood – Looking for My Jesus (feat. The Northern California G.M.W.A. Mass Choir) (Dorothy Norwood: Live) · Watch on YouTube

youtube_video 5kfrNioJgaE · row 5kfrNioJgaE

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Old School Blvd.

Listed as Dorothy Norwood – Old School Blvd. (Stand On the Word) · Watch on YouTube

youtube_video 85PSXH-XHTg · row 85PSXH-XHTg

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Stand On the Word, Pt. 2

Listed as Dorothy Norwood – Stand On the Word, Pt. 2 (Stand On the Word) · Watch on YouTube

youtube_video 8iZqBE5mISI · row 8iZqBE5mISI

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No Storm

Listed as Dorothy Norwood – No Storm (Shake the Devil Off) · Watch on YouTube

youtube_video 9W-9p3yFYxw · row 9W-9p3yFYxw

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He's a Friend

Listed as Dorthy Norwood – He's a Friend (He's a Friend / There's Someone Who Cares for You) · Watch on YouTube

youtube_video 9g7HUUQ-JMY · row 9g7HUUQ-JMY

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I Want To Go Where Jesus Is

Listed as Dorothy Norwood – I Want To Go Where Jesus Is (Somebody Here Needs A Blessing) · Watch on YouTube

youtube_video BuMmz9t1Si8 · row BuMmz9t1Si8

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There's Got to Be Rain in Your Life

Listed as Dorothy Norwood – There's Got to Be Rain in Your Life (Golden Classics) · Watch on YouTube

youtube_video CW8QYby0Eh0 · row CW8QYby0Eh0

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Worthy To Be Praised

Listed as Dorothy Norwood – Worthy To Be Praised (Ole Rickety Bridge) · Watch on YouTube

youtube_video G7PeaJq5Wms · row G7PeaJq5Wms

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Hattie B.'s Daughter Part II

Listed as Dorothy Norwood – Hattie B.'s Daughter Part II (Hattie B's Daughter) · Watch on YouTube

youtube_video GMJd26C1D4I · row GMJd26C1D4I

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Answer Me Dear Jesus Pt. 1

Listed as Dorothy Norwood and the Eastern District Y.P.H.A. Choir – Answer Me Dear Jesus Pt. 1 (Answer Me Dear Jesus) · Watch on YouTube

youtube_video GefjIzmtykU · row GefjIzmtykU

LAION-DISCO-12M

Grace And Mercy- Part I

Listed as Dorothy Norwood – Grace And Mercy- Part I (Hattie B's Daughter) · Watch on YouTube

youtube_video GteAOdMqrXE · row GteAOdMqrXE

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Feel Like...

Listed as Dorothy Norwood – Feel Like... ("Live" With the Georgia Mass Choir - Feel Like…) · Watch on YouTube

youtube_video Hso7a2CdCsA · row Hso7a2CdCsA

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Answer Me

Listed as Dorothy Norwood – Answer Me (The Lord Is a Wonder) · Watch on YouTube

youtube_video IDLvwd_DlDo · row IDLvwd_DlDo

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The Lord Has Need Of Thee

Listed as Dorothy Norwood – The Lord Has Need Of Thee (Hattie B's Daughter) · Watch on YouTube

youtube_video J2jfTVuuoeo · row J2jfTVuuoeo

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A Message to Mothers / Medley (Precious Lord)

Listed as Dorothy Norwood – A Message to Mothers / Medley (Precious Lord) (Shake the Devil Off) · Watch on YouTube

youtube_video LdO6EFmm3pA · row LdO6EFmm3pA

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Weather the Storm

Listed as Dorothy Norwood – Weather the Storm (Breathe on Me / Weather the Storm) · Watch on YouTube

youtube_video MSz8QM3eePs · row MSz8QM3eePs

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God Is Our Creator

Listed as Dorothy Norwood – God Is Our Creator (Stand On the Word) · Watch on YouTube

youtube_video Nqcn2eXpfTU · row Nqcn2eXpfTU

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We've Come A Long Way

Listed as Dorothy Norwood – We've Come A Long Way (God's Been Just That Good) · Watch on YouTube

youtube_video PeJBvZ_pyow · row PeJBvZ_pyow

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Here I Am

Listed as Dorothy Norwood – Here I Am (Shake the Devil Off) · Watch on YouTube

youtube_video Q-nqdJ10QUc · row Q-nqdJ10QUc

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Pass Me Not

Listed as Dorothy Norwood – Pass Me Not (Cassietta George) · Watch on YouTube

youtube_video T8kaurXcSfs · row T8kaurXcSfs

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Don't You Give Up

Listed as Dorothy Norwood – Don't You Give Up (Live At Home) · Watch on YouTube

youtube_video TibM9JGqiZQ · row TibM9JGqiZQ

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A Charge To Keep I Have

Listed as Dorothy Norwood and the Combined Choirs – A Charge To Keep I Have (The Faithful Daughter) · Watch on YouTube

youtube_video TyPySWGpA7o · row TyPySWGpA7o

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Ole Rickety Bridge

Listed as Dorothy Norwood – Ole Rickety Bridge (Ole Rickety Bridge) · Watch on YouTube

youtube_video VB3I6P-Lld4 · row VB3I6P-Lld4

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The Lord Is a Wonder

Listed as Dorothy Norwood – The Lord Is a Wonder (The Lord Is a Wonder) · Watch on YouTube

youtube_video YBAfaRerUV8 · row YBAfaRerUV8

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It Could Have Been Me (Live)

Listed as Dorothy Norwood – It Could Have Been Me (Live) (An Incredible Journey (Live)) · Watch on YouTube

youtube_video Zzldwnj26GY · row Zzldwnj26GY

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I Wanna Go Part I

Listed as Dorothy Norwood – I Wanna Go Part I (Fifty Years It's Been Worth It All) · Watch on YouTube

youtube_video a-mn-Elmz3g · row a-mn-Elmz3g

LAION-DISCO-12M

Somehow I Made It

Listed as Dorothy Norwood – Somehow I Made It (God's Been Just That Good) · Watch on YouTube

youtube_video aRPEgO4tiMY · row aRPEgO4tiMY

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Old School Blvd., Pt. 2

Listed as Dorothy Norwood – Old School Blvd., Pt. 2 (Stand On the Word) · Watch on YouTube

youtube_video bFT3aN77E9E · row bFT3aN77E9E

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One Prayer Away

Listed as Dorothy Norwood – One Prayer Away (Stand On the Word) · Watch on YouTube

youtube_video blC1Zei6Joo · row blC1Zei6Joo

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We've Come A Long Way

Listed as Dorothy Norwood – We've Come A Long Way (Hattie B's Daughter) · Watch on YouTube

youtube_video c_T0x6FjGjo · row c_T0x6FjGjo

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I Decided To Make Jesus My Choice

Listed as Dorothy Norwood, Lois Snead – I Decided To Make Jesus My Choice (Just The Two Of Us) · Watch on YouTube

youtube_video lTZcrsXfMBM · row lTZcrsXfMBM

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It's Been Worth It All

Listed as Dorothy Norwood – It's Been Worth It All (Fifty Years It's Been Worth It All) · Watch on YouTube

youtube_video m5--oXjhMyo · row m5--oXjhMyo

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Lean On Me

Listed as Dorothy Norwood – Lean On Me (Shake the Devil Off) · Watch on YouTube

youtube_video mu-T2rho3hk · row mu-T2rho3hk

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Stand On the Word

Listed as Dorothy Norwood – Stand On the Word (Stand On the Word) · Watch on YouTube

youtube_video o8g7qlF9pAw · row o8g7qlF9pAw

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God's Delay Is Not a Deny

Listed as Dorothy Norwood – God's Delay Is Not a Deny (Stand On the Word) · Watch on YouTube

youtube_video otnmJUcEf10 · row otnmJUcEf10

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World Trade Center Story

Listed as Dorothy Norwood – World Trade Center Story (Live At Home) · Watch on YouTube

youtube_video p0uGF8L8WGU · row p0uGF8L8WGU

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Better Days Ahead (feat. The Atlanta Chapter GMWA Mass Choir)

Listed as Dorothy Norwood – Better Days Ahead (feat. The Atlanta Chapter GMWA Mass Choir) (Better Days Ahead) · Watch on YouTube

youtube_video pCmZ6OaOfDQ · row pCmZ6OaOfDQ

LAION-DISCO-12M

I'm Not Tired Yet

Listed as Dorothy Norwood – I'm Not Tired Yet ("Live" With the Georgia Mass Choir - Feel Like…) · Watch on YouTube

youtube_video qo1aiGDRP6o · row qo1aiGDRP6o

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Somehow I Made It

Listed as Dorothy Norwood – Somehow I Made It (Ole Rickety Bridge) · Watch on YouTube

youtube_video qoe5QX6b_zE · row qoe5QX6b_zE

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Heaven's Door

Listed as Dorothy Norwood – Heaven's Door (Stand On the Word) · Watch on YouTube

youtube_video tArsO_swLSQ · row tArsO_swLSQ

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Nancy Got the Problem (Story)

Listed as Dorothy Norwood – Nancy Got the Problem (Story) (The Lord Is a Wonder) · Watch on YouTube

youtube_video tGKn4OFOBro · row tGKn4OFOBro

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Trust Him

Listed as Dorothy Norwood – Trust Him (Stand On the Word) · Watch on YouTube

youtube_video thY2TYQFbzs · row thY2TYQFbzs

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Just That Good

Listed as Dorothy Norwood – Just That Good (God's Been Just That Good) · Watch on YouTube

youtube_video uODArJ5JbXc · row uODArJ5JbXc

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It's All In His Hands

Listed as Dorothy Norwood – It's All In His Hands (Ole Rickety Bridge) · Watch on YouTube

youtube_video ub6bwCEgHmg · row ub6bwCEgHmg

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Keep Me In Your Care

Listed as Dorothy Norwood – Keep Me In Your Care (Shake the Devil Off) · Watch on YouTube

youtube_video w23R9BDr1KE · row w23R9BDr1KE

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Motherless Child (How Far Is Heaven) (feat. The Inspirational Mass Choir)

Listed as Dorothy Norwood – Motherless Child (How Far Is Heaven) (feat. The Inspirational Mass Choir) (Motherless Child (How Far Is Heaven)) · Watch on YouTube

youtube_video wuVliH7mInQ · row wuVliH7mInQ

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Mother Is On That Train

Listed as Dorothy Norwood – Mother Is On That Train (Somebody Here Needs A Blessing) · Watch on YouTube

youtube_video xxuNfBFi-Vc · row xxuNfBFi-Vc

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Oh Jesus (Remix) [Live] (feat. Dorinda Clark-Cole)

Listed as Dorothy Norwood – Oh Jesus (Remix) [Live] (feat. Dorinda Clark-Cole) (Oh Jesus (Remix) [Live]) · Watch on YouTube

youtube_video yred5lbIZko · row yred5lbIZko

LAION-DISCO-12M

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.