Yes. Meghan Trainor has 152 songs listed in a dataset used to train AI music models.

Used for training 152

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 Doin' It All For You, Wrap Me Up, Thank You (feat. R. City)

Listed under the artist name 152 songs in LAION-DISCO-12M

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

Doin' It All For You

Listed as Meghan Trainor – Doin' It All For You (Timeless) · Watch on YouTube

youtube_video -KhzRBr_4bg · row -KhzRBr_4bg

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Wrap Me Up

Listed as Jimmy Fallon, Meghan Trainor – Wrap Me Up (Wrap Me Up) · Watch on YouTube

youtube_video -kRyB8dtBIk · row -kRyB8dtBIk

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Thank You (feat. R. City)

Listed as Meghan Trainor – Thank You (feat. R. City) (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video -yzhyLEfYmE · row -yzhyLEfYmE

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Bang Dem Sticks

Listed as Meghan Trainor – Bang Dem Sticks (Title (Deluxe)) · Watch on YouTube

youtube_video 0RLlUySX4h8 · row 0RLlUySX4h8

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My Kind Of Present

Listed as Meghan Trainor – My Kind Of Present (A Very Trainor Christmas (Deluxe)) · Watch on YouTube

youtube_video 1KqiSpH1sGE · row 1KqiSpH1sGE

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Timeless

Listed as Meghan Trainor – Timeless (Timeless) · Watch on YouTube

youtube_video 2Ua2vR4LXgY · row 2Ua2vR4LXgY

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Mama Wanna Mambo (feat. NATTI NATASHA & Arturo Sandoval)

Listed as Meghan Trainor – Mama Wanna Mambo (feat. NATTI NATASHA & Arturo Sandoval) (Takin' It Back) · Watch on YouTube

youtube_video 2WOZcQ3zThw · row 2WOZcQ3zThw

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3am

Listed as Meghan Trainor – 3am (Title (Deluxe)) · Watch on YouTube

youtube_video 3osA8QOHu0k · row 3osA8QOHu0k

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Forget How To Love

Listed as Meghan Trainor – Forget How To Love (Timeless) · Watch on YouTube

youtube_video 4Mpi9Razgys · row 4Mpi9Razgys

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After You

Listed as Meghan Trainor – After You (TREAT MYSELF) · Watch on YouTube

youtube_video 7cFa0z5c2uo · row 7cFa0z5c2uo

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Better (feat. Yo Gotti)

Listed as Meghan Trainor – Better (feat. Yo Gotti) (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video 85wrTC_w674 · row 85wrTC_w674

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I Wanna Thank Me (Quarterhead Remix) (feat. Niecy Nash)

Listed as Meghan Trainor – I Wanna Thank Me (Quarterhead Remix) (feat. Niecy Nash) (I Wanna Thank Me (Remixes)) · Watch on YouTube

youtube_video 87hp7tL-ZSU · row 87hp7tL-ZSU

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Chicken Little

Listed as Spencer Sutherland, Meghan Trainor – Chicken Little (Chicken Little) · Watch on YouTube

youtube_video 9DcOiOXk5ss · row 9DcOiOXk5ss

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Lucky

Listed as Meghan Trainor – Lucky (Takin' It Back) · Watch on YouTube

youtube_video CZ_q6xyFIQY · row CZ_q6xyFIQY

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Mr. Almost (feat. Shy Carter)

Listed as Meghan Trainor – Mr. Almost (feat. Shy Carter) (Title (Deluxe)) · Watch on YouTube

youtube_video DsjYPoKObvA · row DsjYPoKObvA

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Holidays (feat. Earth, Wind & Fire)

Listed as Meghan Trainor – Holidays (feat. Earth, Wind & Fire) (A Very Trainor Christmas (Deluxe)) · Watch on YouTube

youtube_video EQ_0dneWTaw · row EQ_0dneWTaw

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Last Christmas

Listed as Meghan Trainor – Last Christmas (A Very Trainor Christmas (Deluxe)) · Watch on YouTube

youtube_video FLoalG_yS0I · row FLoalG_yS0I

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No Good For You

Listed as Meghan Trainor – No Good For You (Title (Deluxe)) · Watch on YouTube

youtube_video G9s9whzzaSU · row G9s9whzzaSU

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LET YOU BE RIGHT

Listed as Meghan Trainor – LET YOU BE RIGHT (LET YOU BE RIGHT) · Watch on YouTube

youtube_video GGyJgfKuBI4 · row GGyJgfKuBI4

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While You're Young

Listed as Meghan Trainor – While You're Young (Takin' It Back) · Watch on YouTube

youtube_video GnIHhDR4dNo · row GnIHhDR4dNo

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Workin' On It (feat. Lennon Stella & Sasha Alex Sloan)

Listed as Meghan Trainor – Workin' On It (feat. Lennon Stella & Sasha Alex Sloan) (TREAT MYSELF) · Watch on YouTube

youtube_video I1e33ylExNI · row I1e33ylExNI

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TREAT MYSELF

Listed as Meghan Trainor – TREAT MYSELF (TREAT MYSELF) · Watch on YouTube

youtube_video I2sSG6Z9CzI · row I2sSG6Z9CzI

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Drama Queen

Listed as Meghan Trainor – Drama Queen (Takin' It Back) · Watch on YouTube

youtube_video LDTijOjzy1E · row LDTijOjzy1E

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Badass Woman (From The Motion Picture "The Hustle")

Listed as Meghan Trainor – Badass Woman (From The Motion Picture "The Hustle") (Badass Woman (From The Motion Picture "The Hustle")) · Watch on YouTube

youtube_video Lj_TreeC9FU · row Lj_TreeC9FU

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Close Your Eyes

Listed as Meghan Trainor – Close Your Eyes (All About That Bass) · Watch on YouTube

youtube_video Ns6XEcgj0RA · row Ns6XEcgj0RA

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Sensitive (feat. Scott Hoying)

Listed as Meghan Trainor – Sensitive (feat. Scott Hoying) (Takin' It Back) · Watch on YouTube

youtube_video Qr1UTMTCPvQ · row Qr1UTMTCPvQ

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Superwoman

Listed as Meghan Trainor – Superwoman (Takin' It Back) · Watch on YouTube

youtube_video VL_BzJsS0Y4 · row VL_BzJsS0Y4

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Hate It Here

Listed as Meghan Trainor – Hate It Here (Timeless) · Watch on YouTube

youtube_video X0gmD1CqOUc · row X0gmD1CqOUc

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Rainbow

Listed as Meghan Trainor – Rainbow (Takin' It Back) · Watch on YouTube

youtube_video XR4VTlE0xFg · row XR4VTlE0xFg

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I Believe In Santa

Listed as Meghan Trainor – I Believe In Santa (A Very Trainor Christmas (Deluxe)) · Watch on YouTube

youtube_video _13wxGfL1cs · row _13wxGfL1cs

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Bite Me

Listed as Meghan Trainor – Bite Me (Timeless) · Watch on YouTube

youtube_video _gKvtv3izc0 · row _gKvtv3izc0

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Booty (feat. Paul Russell)

Listed as Meghan Trainor – Booty (feat. Paul Russell) (Timeless (Deluxe)) · Watch on YouTube

youtube_video a9gus3omcEg · row a9gus3omcEg

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Kindly Calm Me Down

Listed as Meghan Trainor – Kindly Calm Me Down (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video bq1gsAbbmTg · row bq1gsAbbmTg

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I Don't Do Maybe

Listed as Meghan Trainor – I Don't Do Maybe (Timeless) · Watch on YouTube

youtube_video evSa5yUGP_E · row evSa5yUGP_E

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I Wanna Thank Me (Jay Dixie Remix) (feat. Niecy Nash)

Listed as Meghan Trainor – I Wanna Thank Me (Jay Dixie Remix) (feat. Niecy Nash) (I Wanna Thank Me (Remixes)) · Watch on YouTube

youtube_video iTL9MpgRPis · row iTL9MpgRPis

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Love On Hold (feat. T-Pain)

Listed as Meghan Trainor – Love On Hold (feat. T-Pain) (Timeless) · Watch on YouTube

youtube_video jqpqLLaGwM4 · row jqpqLLaGwM4

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Friends

Listed as Meghan Trainor – Friends (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video kbqAfbZZ4gY · row kbqAfbZZ4gY

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My Selfish Heart

Listed as Meghan Trainor – My Selfish Heart (Title (Deluxe)) · Watch on YouTube

youtube_video lIrSlfH4jx8 · row lIrSlfH4jx8

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Breezy (feat. Theron Theron)

Listed as Meghan Trainor – Breezy (feat. Theron Theron) (Takin' It Back) · Watch on YouTube

youtube_video lIrvblHEzIk · row lIrvblHEzIk

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Credit

Listed as Meghan Trainor – Credit (Title (Deluxe)) · Watch on YouTube

youtube_video mJgqrLtFTZg · row mJgqrLtFTZg

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I Get It

Listed as Meghan Trainor – I Get It (Timeless) · Watch on YouTube

youtube_video nfZPs4ggMHc · row nfZPs4ggMHc

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Goosebumps

Listed as Meghan Trainor – Goosebumps (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video oRXTx57PkFw · row oRXTx57PkFw

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I'll Be Home

Listed as Meghan Trainor – I'll Be Home (A Very Trainor Christmas (Deluxe)) · Watch on YouTube

youtube_video pUDD879a-0Y · row pUDD879a-0Y

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Foolish

Listed as Meghan Trainor – Foolish (The Love Train) · Watch on YouTube

youtube_video quSyN47UvUU · row quSyN47UvUU

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Dance Like Yo Daddy

Listed as Meghan Trainor – Dance Like Yo Daddy (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video r2dMw6kd8YI · row r2dMw6kd8YI

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Good Mornin' (feat. Gary Trainor)

Listed as Meghan Trainor – Good Mornin' (feat. Gary Trainor) (The Love Train) · Watch on YouTube

youtube_video sAuHkI9CwVk · row sAuHkI9CwVk

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Marry Me

Listed as Meghan Trainor – Marry Me (The Love Train) · Watch on YouTube

youtube_video tPFmmj8T1s0 · row tPFmmj8T1s0

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I Love Me

Listed as Meghan Trainor, LunchMoney Lewis – I Love Me (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video xzoNK3JDBhw · row xzoNK3JDBhw

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Watch Me Do

Listed as Meghan Trainor – Watch Me Do (Thank You (Deluxe Version)) · Watch on YouTube

youtube_video y9_C6Br5P8Q · row y9_C6Br5P8Q

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Evil Twin

Listed as Meghan Trainor – Evil Twin (TREAT MYSELF) · Watch on YouTube

youtube_video zWtrMx5_cbs · row zWtrMx5_cbs

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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.