Yes. Seal has 160 songs listed in a dataset used to train AI music models.

Used for training 160

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 Prayer for the Dying (Alternate Version), Manic Depression (with Jeff Beck) (feat. Jeff Beck), For the Love of You

Listed under the artist name 160 songs in LAION-DISCO-12M

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

Prayer for the Dying (Alternate Version)

Listed as Seal – Prayer for the Dying (Alternate Version) (Seal (Deluxe Edition)) · Watch on YouTube

youtube_video -WgzuxNFgTQ · row -WgzuxNFgTQ

LAION-DISCO-12M

Manic Depression (with Jeff Beck) (feat. Jeff Beck)

Listed as Seal – Manic Depression (with Jeff Beck) (feat. Jeff Beck) (Seal (Deluxe Edition)) · Watch on YouTube

youtube_video 17azKurzj1k · row 17azKurzj1k

LAION-DISCO-12M

For the Love of You

Listed as Seal – For the Love of You (Soul 2 (Deluxe Version)) · Watch on YouTube

youtube_video 20N1x_8gOcM · row 20N1x_8gOcM

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Love's Divine (Live in Paris)

Listed as Seal – Love's Divine (Live in Paris) (Live in Paris) · Watch on YouTube

youtube_video 4Zs19McsD-w · row 4Zs19McsD-w

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Crazy (Acoustic)

Listed as Seal – Crazy (Acoustic) (Just Acoustic) · Watch on YouTube

youtube_video 52knQXGTDYM · row 52knQXGTDYM

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Life on the Dancefloor

Listed as Seal – Life on the Dancefloor (7) · Watch on YouTube

youtube_video 6hkjm0j3GuE · row 6hkjm0j3GuE

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Ooh Baby Baby

Listed as Seal – Ooh Baby Baby (Soul 2) · Watch on YouTube

youtube_video 6pW2zhfvgjw · row 6pW2zhfvgjw

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Free

Listed as Seal – Free (Soul) · Watch on YouTube

youtube_video 820OziIwdrI · row 820OziIwdrI

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Love T.K.O.

Listed as Seal – Love T.K.O. (Soul 2) · Watch on YouTube

youtube_video 9oEQmQvTJA4 · row 9oEQmQvTJA4

LAION-DISCO-12M

Still Love Remains

Listed as Seal – Still Love Remains (Human Being) · Watch on YouTube

youtube_video AvnuBcsZDgQ · row AvnuBcsZDgQ

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If I Could

Listed as Seal – If I Could (Seal) · Watch on YouTube

youtube_video CWJSBmT3wUg · row CWJSBmT3wUg

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Colour

Listed as Seal – Colour (Human Being) · Watch on YouTube

youtube_video E3dqzHb7-7M · row E3dqzHb7-7M

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It's Alright

Listed as Seal – It's Alright (Soul) · Watch on YouTube

youtube_video FkbWff3ik8Q · row FkbWff3ik8Q

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Whirlpool

Listed as Seal – Whirlpool (Seal) · Watch on YouTube

youtube_video HYIvJZFLPVo · row HYIvJZFLPVo

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Lips Like Sugar (feat. Mikey Dread)

Listed as Seal – Lips Like Sugar (feat. Mikey Dread) (50 First Dates (Love Songs from the Original Motion Picture)) · Watch on YouTube

youtube_video M2GqeCBdK9w · row M2GqeCBdK9w

LAION-DISCO-12M

Fast Changes

Listed as Seal – Fast Changes (Seal) · Watch on YouTube

youtube_video NUrSsDHTe-s · row NUrSsDHTe-s

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Luck Be A Lady

Listed as Seal – Luck Be A Lady (Standards (Deluxe)) · Watch on YouTube

youtube_video PyzKgBI535M · row PyzKgBI535M

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Heavenly... (Good Feeling)

Listed as Seal – Heavenly... (Good Feeling) (Seal IV) · Watch on YouTube

youtube_video RqddE8llL0o · row RqddE8llL0o

LAION-DISCO-12M

Lost My Faith

Listed as Seal – Lost My Faith (Human Being) · Watch on YouTube

youtube_video SwSuBL-WGXw · row SwSuBL-WGXw

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Love Won't Let Me Wait

Listed as Seal – Love Won't Let Me Wait (Soul 2) · Watch on YouTube

youtube_video SxkneknipJI · row SxkneknipJI

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The Right Life

Listed as Seal – The Right Life (System (Deluxe Edition)) · Watch on YouTube

youtube_video TH3WVVBgrks · row TH3WVVBgrks

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This Could Be Heaven

Listed as Seal – This Could Be Heaven (Hits) · Watch on YouTube

youtube_video VZ4b1uV32a0 · row VZ4b1uV32a0

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Daylight Saving

Listed as Seal – Daylight Saving (7) · Watch on YouTube

youtube_video WbxYsMiCv5Y · row WbxYsMiCv5Y

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My Vision

Listed as Seal – My Vision (Seal IV) · Watch on YouTube

youtube_video XPfhDJPss9E · row XPfhDJPss9E

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Newborn Friend (The Silver Mix)

Listed as Seal – Newborn Friend (The Silver Mix) (Newborn Friend (U.S. Maxi Single 41764)) · Watch on YouTube

youtube_video XoqNJO0LiL8 · row XoqNJO0LiL8

LAION-DISCO-12M

Wild

Listed as Seal – Wild (Seal) · Watch on YouTube

youtube_video _2FTeHx7I2g · row _2FTeHx7I2g

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Newborn Friend

Listed as Seal – Newborn Friend (Seal) · Watch on YouTube

youtube_video aKJU0pUckNw · row aKJU0pUckNw

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Don't Cry (Live in Paris)

Listed as Seal – Don't Cry (Live in Paris) (Live in Paris) · Watch on YouTube

youtube_video ahYsc-AkXwA · row ahYsc-AkXwA

LAION-DISCO-12M

I'm Alive

Listed as Seal – I'm Alive (Seal) · Watch on YouTube

youtube_video b3_Qel-QCuE · row b3_Qel-QCuE

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Hey Joe

Listed as Seal – Hey Joe (Set It Off (Music From The New Line Cinema Motion Picture)) · Watch on YouTube

youtube_video cbLhgo0uVbo · row cbLhgo0uVbo

LAION-DISCO-12M

What's Going On

Listed as Seal – What's Going On (Soul 2) · Watch on YouTube

youtube_video eTbkwuhVTtw · row eTbkwuhVTtw

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Here I Am (Come and Take Me)

Listed as Seal – Here I Am (Come and Take Me) (Soul) · Watch on YouTube

youtube_video en88RokRNTI · row en88RokRNTI

LAION-DISCO-12M

Half a Heart

Listed as Seal – Half a Heart (7) · Watch on YouTube

youtube_video fQdTt6TrOaQ · row fQdTt6TrOaQ

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Crazy (Live at The Point, Dublin, Ireland 12/16/91)

Listed as Seal – Crazy (Live at The Point, Dublin, Ireland 12/16/91) (Seal (Deluxe Edition)) · Watch on YouTube

youtube_video gp2NLV_5qTc · row gp2NLV_5qTc

LAION-DISCO-12M

State of Grace

Listed as Seal – State of Grace (Human Being) · Watch on YouTube

youtube_video iIfeLeWQmM8 · row iIfeLeWQmM8

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People Get Ready

Listed as Seal – People Get Ready (Soul) · Watch on YouTube

youtube_video ia04I8nyK9c · row ia04I8nyK9c

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Kiss from a Rose (2023)

Listed as Seal – Kiss from a Rose (2023) (Kiss from a Rose (2023)) · Watch on YouTube

youtube_video ieNY-yrX0Fc · row ieNY-yrX0Fc

LAION-DISCO-12M

Padded Cell

Listed as Seal – Padded Cell (7) · Watch on YouTube

youtube_video lIJJp0ar6zs · row lIJJp0ar6zs

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Oh Girl

Listed as Seal – Oh Girl (Soul 2) · Watch on YouTube

youtube_video l_fXKXvjmiM · row l_fXKXvjmiM

LAION-DISCO-12M

Kiss from a Rose (Acoustic Version)

Listed as Seal – Kiss from a Rose (Acoustic Version) (Fire & Rain - Acoustic Rock Classics) · Watch on YouTube

youtube_video ma_mayYB-d4 · row ma_mayYB-d4

LAION-DISCO-12M

I Put A Spell On You

Listed as Seal – I Put A Spell On You (Standards (Deluxe)) · Watch on YouTube

youtube_video nMyxhQ9yJms · row nMyxhQ9yJms

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Love

Listed as Seal – Love (7) · Watch on YouTube

youtube_video nmpuAP5sPjQ · row nmpuAP5sPjQ

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Ain’t No Better Love

Listed as Seal – Ain’t No Better Love (The Harder They Fall (The Motion Picture Soundtrack)) · Watch on YouTube

youtube_video oSgOsqXRfEo · row oSgOsqXRfEo

LAION-DISCO-12M

I'm Still in Love with You

Listed as Seal – I'm Still in Love with You (Soul) · Watch on YouTube

youtube_video pQ2T_E6WxWM · row pQ2T_E6WxWM

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Show Me

Listed as Seal – Show Me (Seal) · Watch on YouTube

youtube_video qVaOgqyRkFQ · row qVaOgqyRkFQ

LAION-DISCO-12M

Cry To Me

Listed as Seal – Cry To Me (Dirty Dancing (Original Television Soundtrack)) · Watch on YouTube

youtube_video rwZRnQrEOwk · row rwZRnQrEOwk

LAION-DISCO-12M

Knock on Wood

Listed as Seal – Knock on Wood (Soul) · Watch on YouTube

youtube_video sT4-ibAZz5Q · row sT4-ibAZz5Q

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Deep Water

Listed as Seal – Deep Water (Seal) · Watch on YouTube

youtube_video tH1wWuPeR3w · row tH1wWuPeR3w

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Touch (Acoustic)

Listed as Seal – Touch (Acoustic) (Best 1991 - 2004) · Watch on YouTube

youtube_video uRCAL6mLeu4 · row uRCAL6mLeu4

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I'll Be Around

Listed as Seal – I'll Be Around (Soul 2) · Watch on YouTube

youtube_video yJ3Aqeqf_FU · row yJ3Aqeqf_FU

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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.