Yes. TobyMac has 153 songs listed in a dataset used to train AI music models.

Used for training 153

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 O Come, All Ye Faithful, See The Light (RUSLAN Remix), Fighting For Your Heart (2017 Snowed-In Demo)

Listed under the artist name 153 songs in LAION-DISCO-12M

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

O Come, All Ye Faithful

Listed as TobyMac – O Come, All Ye Faithful (Christmas in Diverse City) · Watch on YouTube

youtube_video -MBLenTrEBY · row -MBLenTrEBY

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See The Light (RUSLAN Remix)

Listed as TobyMac – See The Light (RUSLAN Remix) (The St. Nemele Collab Sessions) · Watch on YouTube

youtube_video 02XILFR4UDg · row 02XILFR4UDg

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Fighting For Your Heart (2017 Snowed-In Demo)

Listed as TobyMac – Fighting For Your Heart (2017 Snowed-In Demo) (The Lost Demos) · Watch on YouTube

youtube_video 04xUaBZM8J8 · row 04xUaBZM8J8

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Atmosphere

Listed as TobyMac – Atmosphere (Welcome To Diverse City) · Watch on YouTube

youtube_video 1EJQZprMI1o · row 1EJQZprMI1o

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Scars (Come With Livin') (Neon Feather Remix)

Listed as TobyMac – Scars (Come With Livin') (Neon Feather Remix) (Scars (Come With Livin') (Remixes)) · Watch on YouTube

youtube_video 1iKecs0zPvw · row 1iKecs0zPvw

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Ill-M-I

Listed as TobyMac – Ill-M-I (Welcome To Diverse City) · Watch on YouTube

youtube_video 25tGW4URoBg · row 25tGW4URoBg

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Overflow (Live)

Listed as TobyMac – Overflow (Live) (Live in Denver) · Watch on YouTube

youtube_video 2wEyr7UH8A8 · row 2wEyr7UH8A8

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New World (Narnia Album Version)

Listed as TobyMac – New World (Narnia Album Version) (Songs Inspired By The Lion The Witch And The Wardrobe) · Watch on YouTube

youtube_video 3T6yFt837n4 · row 3T6yFt837n4

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What We Gonna Do?

Listed as TobyMac – What We Gonna Do? (The Pirates Who Don't Do Anything - A Veggietales Movie Soundtrack) · Watch on YouTube

youtube_video 55PI8-PZOR8 · row 55PI8-PZOR8

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The Real You (2018 Tru's Song-Writing Demo)

Listed as TobyMac – The Real You (2018 Tru's Song-Writing Demo) (The Lost Demos) · Watch on YouTube

youtube_video 6JV4ieRbeZU · row 6JV4ieRbeZU

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The First Noel (feat. Owl City)

Listed as TobyMac – The First Noel (feat. Owl City) (Christmas in Diverse City) · Watch on YouTube

youtube_video 7xIqjkBg178 · row 7xIqjkBg178

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Move (Keep Walkin') [Live]

Listed as TobyMac – Move (Keep Walkin') [Live] (Live in Denver) · Watch on YouTube

youtube_video BPqRMHU_08g · row BPqRMHU_08g

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The Elements (Neon Feather Remix)

Listed as TobyMac, Ledger – The Elements (Neon Feather Remix) (The St. Nemele Collab Sessions) · Watch on YouTube

youtube_video CJmwQ5aZTRs · row CJmwQ5aZTRs

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Drivin' Me (2016 Day 1 Rough Demo)

Listed as TobyMac – Drivin' Me (2016 Day 1 Rough Demo) (The Lost Demos) · Watch on YouTube

youtube_video CTZzaQ71cIs · row CTZzaQ71cIs

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Backseat Driver (Live) (feat. Hollyn)

Listed as TobyMac – Backseat Driver (Live) (feat. Hollyn) (Hits Deep Live) · Watch on YouTube

youtube_video EvHMbJlLDo4 · row EvHMbJlLDo4

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Love Of My Life (2014 Close To Final Mix)

Listed as TobyMac – Love Of My Life (2014 Close To Final Mix) (The Lost Demos) · Watch on YouTube

youtube_video F374UDIHZYc · row F374UDIHZYc

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Momentum

Listed as TobyMac – Momentum (Momentum) · Watch on YouTube

youtube_video FKBRWf2-i84 · row FKBRWf2-i84

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Changed Forever (feat. Nirva Ready)

Listed as TobyMac – Changed Forever (feat. Nirva Ready) (Tonight (Deluxe)) · Watch on YouTube

youtube_video FlAkMa1CGGI · row FlAkMa1CGGI

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Heart Of My Beat

Listed as TobyMac – Heart Of My Beat (The St. Nemele Collab Sessions) · Watch on YouTube

youtube_video FpNIC39ELDI · row FpNIC39ELDI

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No Ordinary Love (feat. Nirva Dorsaint-Ready)

Listed as TobyMac – No Ordinary Love (feat. Nirva Dorsaint-Ready) (Portable Sounds (With Bonus Remixes)) · Watch on YouTube

youtube_video FzGDqav0JQU · row FzGDqav0JQU

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Feel It (Live)

Listed as TobyMac – Feel It (Live) (Hits Deep Live) · Watch on YouTube

youtube_video IQcHrGftNbw · row IQcHrGftNbw

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Love Broke Thru (Live)

Listed as TobyMac – Love Broke Thru (Live) (Live in Denver) · Watch on YouTube

youtube_video OguydiGYkCw · row OguydiGYkCw

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Made To Love (Live)

Listed as TobyMac – Made To Love (Live) (Alive And Transported) · Watch on YouTube

youtube_video QR6ON8YFXac · row QR6ON8YFXac

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Lights Shine Bright (Live) (feat. Hollyn)

Listed as TobyMac – Lights Shine Bright (Live) (feat. Hollyn) (Hits Deep Live) · Watch on YouTube

youtube_video RHs2nT_dEec · row RHs2nT_dEec

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Can't Wait For Christmas (feat. Relient K)

Listed as TobyMac – Can't Wait For Christmas (feat. Relient K) (Light Of Christmas) · Watch on YouTube

youtube_video Rp0MF6DzPa8 · row Rp0MF6DzPa8

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Fall

Listed as TobyMac – Fall (This Is Not A Test (Deluxe Edition)) · Watch on YouTube

youtube_video W1pLG9_ut1Q · row W1pLG9_ut1Q

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Phenomenon

Listed as TobyMac – Phenomenon (Welcome To Diverse City) · Watch on YouTube

youtube_video ZXmf3RXu43c · row ZXmf3RXu43c

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Me Without You (Capital Kings Remix)

Listed as TobyMac – Me Without You (Capital Kings Remix) (Eye On It (Deluxe Edition)) · Watch on YouTube

youtube_video Zf8VCRsTiec · row Zf8VCRsTiec

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Get This Party Started

Listed as TobyMac – Get This Party Started (Momentum) · Watch on YouTube

youtube_video aSmUE6HYvuM · row aSmUE6HYvuM

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Getaway Car

Listed as TobyMac – Getaway Car (Welcome To Diverse City) · Watch on YouTube

youtube_video bi7O9uQmfyM · row bi7O9uQmfyM

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J Train

Listed as TobyMac – J Train (Momentum) · Watch on YouTube

youtube_video f-IHSaga8Qw · row f-IHSaga8Qw

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Hey Now

Listed as TobyMac – Hey Now (Welcome To Diverse City) · Watch on YouTube

youtube_video fOueP2t6GCY · row fOueP2t6GCY

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Suddenly

Listed as TobyMac – Suddenly (Portable Sounds (With Bonus Remixes)) · Watch on YouTube

youtube_video fU0abfJF-0E · row fU0abfJF-0E

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Bring On The Holidays

Listed as TobyMac – Bring On The Holidays (Bring On The Holidays) · Watch on YouTube

youtube_video g4G72euHCbk · row g4G72euHCbk

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Til the Day I Die (Live)

Listed as TobyMac – Til the Day I Die (Live) (Live in Denver) · Watch on YouTube

youtube_video h3bvsq8vzlU · row h3bvsq8vzlU

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Mac Daddy (Tru's Reality)

Listed as TobyMac – Mac Daddy (Tru's Reality) (Eye On It) · Watch on YouTube

youtube_video hMsJQXDr4as · row hMsJQXDr4as

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Somebody's Watching

Listed as TobyMac – Somebody's Watching (Momentum) · Watch on YouTube

youtube_video j1BD9OK11Q4 · row j1BD9OK11Q4

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The Elements (Live)

Listed as TobyMac – The Elements (Live) (Live in Denver) · Watch on YouTube

youtube_video ksoscU-0pmE · row ksoscU-0pmE

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Rich (2016 Fowler Demo) (feat. Mr. TalkBox)

Listed as TobyMac – Rich (2016 Fowler Demo) (feat. Mr. TalkBox) (The Lost Demos) · Watch on YouTube

youtube_video m7zgoSvFEV4 · row m7zgoSvFEV4

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Start Somewhere

Listed as TobyMac – Start Somewhere (Tonight (Deluxe)) · Watch on YouTube

youtube_video mAgq_lia0qY · row mAgq_lia0qY

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Made To Love (Live)

Listed as TobyMac – Made To Love (Live) (Hits Deep Live) · Watch on YouTube

youtube_video onvyh03o5Kw · row onvyh03o5Kw

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Steal My Show (Live)

Listed as TobyMac – Steal My Show (Live) (Hits Deep Live) · Watch on YouTube

youtube_video qEzNwTvCKsM · row qEzNwTvCKsM

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Yours

Listed as TobyMac – Yours (Momentum) · Watch on YouTube

youtube_video qPoYna9HTS8 · row qPoYna9HTS8

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Extreme Days

Listed as TobyMac – Extreme Days (Momentum) · Watch on YouTube

youtube_video t8S5zJra5ZI · row t8S5zJra5ZI

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Overflow (Willyecho Remix)

Listed as TobyMac – Overflow (Willyecho Remix) (The St. Nemele Collab Sessions) · Watch on YouTube

youtube_video uswcbe5XA_s · row uswcbe5XA_s

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Captured

Listed as TobyMac – Captured (Tonight (Deluxe)) · Watch on YouTube

youtube_video v6B0eFb4ICE · row v6B0eFb4ICE

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Stories (Down To The Bottom)

Listed as TobyMac – Stories (Down To The Bottom) (Welcome To Diverse City) · Watch on YouTube

youtube_video wgul1rbTtPk · row wgul1rbTtPk

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Eye On It (Live) (feat. Britt Nicole)

Listed as TobyMac – Eye On It (Live) (feat. Britt Nicole) (Hits Deep Live) · Watch on YouTube

youtube_video zFiCGvuRpvE · row zFiCGvuRpvE

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Til The Day I Die (Live)

Listed as TobyMac – Til The Day I Die (Live) (Hits Deep Live) · Watch on YouTube

youtube_video zJGLOL1jbnw · row zJGLOL1jbnw

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HypeMan (truDog '07)

Listed as TobyMac – HypeMan (truDog '07) (Portable Sounds (With Bonus Remixes)) · Watch on YouTube

youtube_video zaFHKfFB6ek · row zaFHKfFB6ek

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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.