Yes. En Vogue has 142 songs listed in a dataset used to train AI music models.

Used for training 142

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 Sad But True, Have A Seat (feat. Snoop Dogg), Those Dogs

Listed under the artist name 142 songs in LAION-DISCO-12M

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

Sad But True

Listed as En Vogue – Sad But True (Modern R&B Ballads) · Watch on YouTube

youtube_video -EAUR0npZe8 · row -EAUR0npZe8

LAION-DISCO-12M

Have A Seat (feat. Snoop Dogg)

Listed as En Vogue – Have A Seat (feat. Snoop Dogg) (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video 2uLx1iDYsHI · row 2uLx1iDYsHI

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Those Dogs

Listed as En Vogue – Those Dogs (Masterpiece Theatre) · Watch on YouTube

youtube_video 35L5K65cXCE · row 35L5K65cXCE

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I'm Good

Listed as En Vogue – I'm Good (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video 4V7OFJxGEp8 · row 4V7OFJxGEp8

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Love Makes You Do Thangs

Listed as En Vogue – Love Makes You Do Thangs (EV3) · Watch on YouTube

youtube_video 5MBEMYPhhZg · row 5MBEMYPhhZg

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Pretty Face (Glam House Mix)

Listed as Vogue – Pretty Face (Glam House Mix) (Saint Tropez Beach House (Fashion Summer Grooves Collection)) · Watch on YouTube

youtube_video 7UR5Six-rPA · row 7UR5Six-rPA

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Lies (The Extended Avant Garde Remix) [2020 Remaster] (The Extended Avant Garde Remix; 2020 Remaster) (feat. Latesha)

Listed as En Vogue – Lies (The Extended Avant Garde Remix) [2020 Remaster] (The Extended Avant Garde Remix; 2020 Remaster) (feat. Latesha) (Born to Sing (30th Anniversary Expanded Edition; 2020 Remaster)) · Watch on YouTube

youtube_video 8UHtWT5cPW4 · row 8UHtWT5cPW4

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Time Goes On (Extended Remix)

Listed as En Vogue – Time Goes On (Extended Remix) (Neo Soul 2000) · Watch on YouTube

youtube_video 9tWJ3G6Mcfc · row 9tWJ3G6Mcfc

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Don't Let Go (Love)

Listed as En Vogue – Don't Let Go (Love) (En Vogue: Live In The Usa) · Watch on YouTube

youtube_video ARxe7QlFUfg · row ARxe7QlFUfg

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Give It Up, Turn It Loose (Kevin's Extended R&B Mix) (2022 Remaster)

Listed as En Vogue – Give It Up, Turn It Loose (Kevin's Extended R&B Mix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video B0HTzyrK0f4 · row B0HTzyrK0f4

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Just Can't Stay Away

Listed as En Vogue – Just Can't Stay Away (En Vogue: Live In The Usa) · Watch on YouTube

youtube_video BWeMM0nqSEw · row BWeMM0nqSEw

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My Christmas

Listed as En Vogue – My Christmas (The Gift Of Christmas) · Watch on YouTube

youtube_video CirOZYMiVRg · row CirOZYMiVRg

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What a Difference a Day Makes

Listed as En Vogue – What a Difference a Day Makes (EV3) · Watch on YouTube

youtube_video DDCo3_nJ77Y · row DDCo3_nJ77Y

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Work It Out

Listed as En Vogue – Work It Out (R&B Mellow) · Watch on YouTube

youtube_video F3o3PNOa0a0 · row F3o3PNOa0a0

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You Don't Have to Worry (Club Remix)

Listed as En Vogue – You Don't Have to Worry (Club Remix) (Feel Good 90's) · Watch on YouTube

youtube_video GpRPb_KhWzg · row GpRPb_KhWzg

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That's What Christmas Means To Me

Listed as En Vogue – That's What Christmas Means To Me (The Gift Of Christmas) · Watch on YouTube

youtube_video GuRQNuCSZ2g · row GuRQNuCSZ2g

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Hold On

Listed as En Vogue – Hold On (En Vogue: Live In The Usa) · Watch on YouTube

youtube_video H-G_QoxeMd0 · row H-G_QoxeMd0

LAION-DISCO-12M

Electric Café

Listed as En Vogue – Electric Café (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video IFFJ91yhMVg · row IFFJ91yhMVg

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My Lovin' (You're Never Gonna Get It)

Listed as En Vogue – My Lovin' (You're Never Gonna Get It) (En Vogue: Live In The Usa) · Watch on YouTube

youtube_video Jbjf32yzJgY · row Jbjf32yzJgY

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Don't Let Go (Love) (Live)

Listed as Ladies of Soul, En Vogue – Don't Let Go (Love) (Live) (Ladies of Soul (Live at the Ziggo Dome 2019)) · Watch on YouTube

youtube_video JfBXifUsknY · row JfBXifUsknY

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Free Your Mind (Theo's Rec And Wreck Mix) (2022 Remaster)

Listed as En Vogue – Free Your Mind (Theo's Rec And Wreck Mix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video KQXQwvmWFwY · row KQXQwvmWFwY

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Déjà vu

Listed as En Vogue – Déjà vu (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video MWThVqVJv1c · row MWThVqVJv1c

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Free Your Mind (James' Club Mix) (2022 Remaster)

Listed as En Vogue – Free Your Mind (James' Club Mix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video NwT6u0Y3NBg · row NwT6u0Y3NBg

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Whatever Will Be Will Be

Listed as En Vogue – Whatever Will Be Will Be (Masterpiece Theatre) · Watch on YouTube

youtube_video OmmEFh7DU5A · row OmmEFh7DU5A

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Oceans Deep

Listed as En Vogue – Oceans Deep (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video P0XqCnghyh0 · row P0XqCnghyh0

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Hold On (Dub Version) [2020 Remaster] (Dub Version; 2020 Remaster)

Listed as En Vogue – Hold On (Dub Version) [2020 Remaster] (Dub Version; 2020 Remaster) (Born to Sing (30th Anniversary Expanded Edition; 2020 Remaster)) · Watch on YouTube

youtube_video QGYOUwcKSDc · row QGYOUwcKSDc

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Love Won't Take Me Out

Listed as En Vogue – Love Won't Take Me Out (Late Night R'n'B) · Watch on YouTube

youtube_video S8FCAgWIqog · row S8FCAgWIqog

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Mover (2020 Remaster)

Listed as En Vogue – Mover (2020 Remaster) (Born to Sing (30th Anniversary Expanded Edition; 2020 Remaster)) · Watch on YouTube

youtube_video Sd2faPCdG_8 · row Sd2faPCdG_8

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Eyes of a Child

Listed as En Vogue – Eyes of a Child (EV3) · Watch on YouTube

youtube_video Sti7pM3oHRw · row Sti7pM3oHRw

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Giving Him Something He Can Feel

Listed as EnVogue – Giving Him Something He Can Feel (West Coast All Stars - Greatest Hits Live) · Watch on YouTube

youtube_video TqKxvYM0Jbw · row TqKxvYM0Jbw

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So Serious

Listed as En Vogue – So Serious (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video UBq9NJF_sBg · row UBq9NJF_sBg

LAION-DISCO-12M

Snowy Nights

Listed as En Vogue – Snowy Nights (The Gift Of Christmas) · Watch on YouTube

youtube_video WLdjCrfMSoA · row WLdjCrfMSoA

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Give It Up, Turn It Loose (Somethin' For The People Remix) (2022 Remaster)

Listed as En Vogue – Give It Up, Turn It Loose (Somethin' For The People Remix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video _GYZB8lk-cY · row _GYZB8lk-cY

LAION-DISCO-12M

Give It Up, Turn It Loose (Kevin's Extended Jazz Mix) (2022 Remaster)

Listed as En Vogue – Give It Up, Turn It Loose (Kevin's Extended Jazz Mix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video cdUkd3h0c7g · row cdUkd3h0c7g

LAION-DISCO-12M

Emotions

Listed as En Vogue – Emotions (Emotions) · Watch on YouTube

youtube_video gJuKgB8dYhw · row gJuKgB8dYhw

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What Is Love (Extended Club Remix)

Listed as En Vogue – What Is Love (Extended Club Remix) (Runaway Love) · Watch on YouTube

youtube_video h6Mx8D_0raY · row h6Mx8D_0raY

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Life

Listed as En Vogue – Life (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video ixFi4-3jMRo · row ixFi4-3jMRo

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Hip Hop Lover (Hip Hop Remix)

Listed as En Vogue – Hip Hop Lover (Hip Hop Remix) (Runaway Love) · Watch on YouTube

youtube_video k0-2-Xb7PT8 · row k0-2-Xb7PT8

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Lies (New Jack Remix)

Listed as En Vogue – Lies (New Jack Remix) (Old Skool Jams) · Watch on YouTube

youtube_video knfzp896dgs · row knfzp896dgs

LAION-DISCO-12M

Number One Man

Listed as En Vogue – Number One Man (Soul Lounge) · Watch on YouTube

youtube_video lS_9GS36brg · row lS_9GS36brg

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Give It Up, Turn It Loose ("Welcome To The Ghetto" Hip Hop Mix) (2022 Remaster)

Listed as En Vogue – Give It Up, Turn It Loose ("Welcome To The Ghetto" Hip Hop Mix) (2022 Remaster) (Funky Divas (Expanded Edition) (2022 Remaster)) · Watch on YouTube

youtube_video lf5Ls7mGKHI · row lf5Ls7mGKHI

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Silent Night (Happy Holiday Mix)

Listed as En Vogue – Silent Night (Happy Holiday Mix) (100 Xmas Songs) · Watch on YouTube

youtube_video mkEPu9oIxpg · row mkEPu9oIxpg

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Love The Way

Listed as En Vogue – Love The Way (Electric Café (Bonus Track Edition)) · Watch on YouTube

youtube_video nZELdpeJeSw · row nZELdpeJeSw

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Strange (House Remix)

Listed as En Vogue – Strange (House Remix) (Back to the Old School - Club Classics) · Watch on YouTube

youtube_video oHRvCkgt0FM · row oHRvCkgt0FM

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Falling In Love

Listed as En Vogue – Falling In Love (Loving R&B) · Watch on YouTube

youtube_video p1CuVNzjhPU · row p1CuVNzjhPU

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Latin Soul

Listed as En Vogue – Latin Soul (Summer Groove) · Watch on YouTube

youtube_video rneCnqaipTU · row rneCnqaipTU

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Whatever (Tuff Jam's Unda-Vybe Dub) [Remix]

Listed as En Vogue – Whatever (Tuff Jam's Unda-Vybe Dub) [Remix] (Rare 90's Remixes (Remixes)) · Watch on YouTube

youtube_video tHczyCZ3JwI · row tHczyCZ3JwI

LAION-DISCO-12M

Someday My Prince Will Come/One Song

Listed as En Vogue – Someday My Prince Will Come/One Song (Simply Mad About The Mouse) · Watch on YouTube

youtube_video vQMVH3bZnlg · row vQMVH3bZnlg

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A Thousand Times

Listed as En Vogue – A Thousand Times (A Thousand Times) · Watch on YouTube

youtube_video vYJsP7NILgY · row vYJsP7NILgY

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Desire (Dancehall Remix)

Listed as En Vogue – Desire (Dancehall Remix) (Runaway Love) · Watch on YouTube

youtube_video ziVqWzUEWao · row ziVqWzUEWao

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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.