Yes. Bobby Caldwell has 138 songs listed in a dataset used to train AI music models.

Used for training 138

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 Heart of Mine, Don't Ask My Neighbor, Kalimba Song

Listed under the artist name 138 songs in LAION-DISCO-12M

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

Heart of Mine

Listed as Bobby Caldwell – Heart of Mine (Heart of Mine) · Watch on YouTube

youtube_video -5XQSMrTQt4 · row -5XQSMrTQt4

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Don't Ask My Neighbor

Listed as Bobby Caldwell – Don't Ask My Neighbor (Soul Survivor) · Watch on YouTube

youtube_video 1CTPd1hur8I · row 1CTPd1hur8I

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Kalimba Song

Listed as Bobby Caldwell – Kalimba Song (What You Won't Do for Love) · Watch on YouTube

youtube_video 2enyYERc_CI · row 2enyYERc_CI

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Shape I'm In

Listed as Bobby Caldwell – Shape I'm In (Where is Love) · Watch on YouTube

youtube_video 2oUuJ5uKkEM · row 2oUuJ5uKkEM

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Without Your Love

Listed as Bobby Caldwell – Without Your Love (Stuck on You) · Watch on YouTube

youtube_video 3MmSzhP4Thw · row 3MmSzhP4Thw

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Game Over (feat. Mayer Hawthorne)

Listed as Bobby Caldwell – Game Over (feat. Mayer Hawthorne) (Game Over (feat. Mayer Hawthorne)) · Watch on YouTube

youtube_video 3powFQ0-oZ0 · row 3powFQ0-oZ0

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Wrong or Right

Listed as Bobby Caldwell – Wrong or Right (Cat in the Hat) · Watch on YouTube

youtube_video 5RUEyLdesZA · row 5RUEyLdesZA

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Baby, It's Cold Outside

Listed as Vanessa Williams, Bobby Caldwell – Baby, It's Cold Outside (Star Bright) · Watch on YouTube

youtube_video 5xMWI3JtNdQ · row 5xMWI3JtNdQ

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Stuck on You

Listed as Bobby Caldwell – Stuck on You (Stuck on You) · Watch on YouTube

youtube_video 8SMgDFpYIww · row 8SMgDFpYIww

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I Don't Want to Lose Your Love

Listed as Bobby Caldwell – I Don't Want to Lose Your Love (Cat in the Hat) · Watch on YouTube

youtube_video 9IL4nX5r71M · row 9IL4nX5r71M

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Back to You

Listed as Bobby Caldwell – Back to You (Stuck on You) · Watch on YouTube

youtube_video EMjKB4wVFAI · row EMjKB4wVFAI

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My Flame

Listed as Bobby Caldwell – My Flame (What You Won't Do for Love) · Watch on YouTube

youtube_video G9Ds1ev9GeM · row G9Ds1ev9GeM

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Words

Listed as Bobby Caldwell – Words (Carry On) · Watch on YouTube

youtube_video Iohzb5zeIjE · row Iohzb5zeIjE

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Show Me

Listed as Bobby Caldwell – Show Me (Soul Survivor) · Watch on YouTube

youtube_video JTm9yEjCjzY · row JTm9yEjCjzY

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Love Lite

Listed as Bobby Caldwell – Love Lite (Where is Love) · Watch on YouTube

youtube_video LaOy58Ij5q4 · row LaOy58Ij5q4

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Janet

Listed as Bobby Caldwell – Janet (Stuck on You) · Watch on YouTube

youtube_video OGZWC-j4yAY · row OGZWC-j4yAY

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Even Now

Listed as Bobby Caldwell – Even Now (Heart of Mine) · Watch on YouTube

youtube_video P25oL1Gdqyw · row P25oL1Gdqyw

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I Give In

Listed as Bobby Caldwell – I Give In (Soul Survivor) · Watch on YouTube

youtube_video PFngBrOvYYU · row PFngBrOvYYU

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In the Name of Love

Listed as Bobby Caldwell – In the Name of Love (Heart of Mine) · Watch on YouTube

youtube_video R0IN_WaPZtk · row R0IN_WaPZtk

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Take Me Back to Then

Listed as Bobby Caldwell – Take Me Back to Then (What You Won't Do for Love) · Watch on YouTube

youtube_video UJr7uM7VJis · row UJr7uM7VJis

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Never Loved Before

Listed as Bobby Caldwell – Never Loved Before (August Moon) · Watch on YouTube

youtube_video UVzWx6ngHVY · row UVzWx6ngHVY

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Can't Say Goodbye

Listed as Bobby Caldwell – Can't Say Goodbye (What You Won't Do for Love) · Watch on YouTube

youtube_video Vyd7zJQtUSQ · row Vyd7zJQtUSQ

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Cry

Listed as Bobby Caldwell – Cry (Stuck on You) · Watch on YouTube

youtube_video W57aYZJ0JE0 · row W57aYZJ0JE0

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Break Away (feat. Jessie Ware)

Listed as Bobby Caldwell – Break Away (feat. Jessie Ware) (Break Away (feat. Jessie Ware)) · Watch on YouTube

youtube_video WNUH5Zy6Er4 · row WNUH5Zy6Er4

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Love Won't Wait

Listed as Bobby Caldwell – Love Won't Wait (What You Won't Do for Love) · Watch on YouTube

youtube_video YUdQV-mlsbQ · row YUdQV-mlsbQ

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Don't Lead Me On

Listed as Bobby Caldwell – Don't Lead Me On (Stuck on You) · Watch on YouTube

youtube_video a4wsc7mjupQ · row a4wsc7mjupQ

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Carry On

Listed as Bobby Caldwell – Carry On (Carry On) · Watch on YouTube

youtube_video aEa1WwGZgrU · row aEa1WwGZgrU

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Until You Come Back to Me

Listed as Bobby Caldwell – Until You Come Back to Me (Soul Survivor) · Watch on YouTube

youtube_video b7L1K-t3x3I · row b7L1K-t3x3I

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Where is Love

Listed as Bobby Caldwell – Where is Love (Where is Love) · Watch on YouTube

youtube_video bxC9cSM240I · row bxC9cSM240I

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Once Upon a Time

Listed as Bobby Caldwell – Once Upon a Time (Where is Love) · Watch on YouTube

youtube_video dQUb9eU7HJ4 · row dQUb9eU7HJ4

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All Of My Love

Listed as Bobby Caldwell – All Of My Love (Carry On) · Watch on YouTube

youtube_video eerGXmRlouk · row eerGXmRlouk

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Come to Me

Listed as Bobby Caldwell – Come to Me (What You Won't Do for Love) · Watch on YouTube

youtube_video fUC6W_V-u3E · row fUC6W_V-u3E

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Loving You

Listed as Bobby Caldwell – Loving You (Carry On) · Watch on YouTube

youtube_video i0Q3GxW02Hg · row i0Q3GxW02Hg

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Walk on By

Listed as Bobby Caldwell – Walk on By (Soul Survivor) · Watch on YouTube

youtube_video igY2MzwT6Zc · row igY2MzwT6Zc

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Sunny Hills

Listed as Bobby Caldwell – Sunny Hills (Carry On) · Watch on YouTube

youtube_video l5d9AEJLJuI · row l5d9AEJLJuI

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One Love

Listed as Bobby Caldwell – One Love (Where is Love) · Watch on YouTube

youtube_video lY5EFwjgW1A · row lY5EFwjgW1A

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Coming Down from Love

Listed as Bobby Caldwell – Coming Down from Love (Cat in the Hat) · Watch on YouTube

youtube_video m1KcUdVZD3A · row m1KcUdVZD3A

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Real Thing

Listed as Bobby Caldwell – Real Thing (Heart of Mine) · Watch on YouTube

youtube_video mk1e2-LNeCM · row mk1e2-LNeCM

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You Belong To Me

Listed as Bobby Caldwell – You Belong To Me (Carry On) · Watch on YouTube

youtube_video n3hiyR0vY1o · row n3hiyR0vY1o

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What You Won't Do for Love

Listed as Bobby Caldwell – What You Won't Do for Love (What You Won't Do for Love) · Watch on YouTube

youtube_video n9DmdAwUbxc · row n9DmdAwUbxc

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Special to Me

Listed as Bobby Caldwell – Special to Me (What You Won't Do for Love) · Watch on YouTube

youtube_video ngo1Z7EaqkI · row ngo1Z7EaqkI

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Open Your Eyes

Listed as Bobby Caldwell – Open Your Eyes (Cat in the Hat) · Watch on YouTube

youtube_video oKfSPTUNWqw · row oKfSPTUNWqw

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Next Time (I Fall)

Listed as Bobby Caldwell – Next Time (I Fall) (Heart of Mine) · Watch on YouTube

youtube_video oO3nG9VC6Ew · row oO3nG9VC6Ew

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First Time

Listed as Bobby Caldwell – First Time (Heart of Mine) · Watch on YouTube

youtube_video q1_FACx1pRQ · row q1_FACx1pRQ

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All or Nothing at All

Listed as Bobby Caldwell – All or Nothing at All (Heart of Mine) · Watch on YouTube

youtube_video qZ7eeb79DNk · row qZ7eeb79DNk

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Saying It's Over

Listed as Bobby Caldwell – Saying It's Over (Heart of Mine) · Watch on YouTube

youtube_video rrfQgQ8nRl4 · row rrfQgQ8nRl4

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Stay with Me

Listed as Bobby Caldwell – Stay with Me (Heart of Mine) · Watch on YouTube

youtube_video s6898WNkg8Y · row s6898WNkg8Y

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Jamaica

Listed as Bobby Caldwell – Jamaica (Carry On) · Watch on YouTube

youtube_video siW1z_PmFO0 · row siW1z_PmFO0

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Down for the Third Time

Listed as Bobby Caldwell – Down for the Third Time (What You Won't Do for Love) · Watch on YouTube

youtube_video u5KNXt8p1Vk · row u5KNXt8p1Vk

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What You Won't Do for Love

Listed as Bobby Caldwell – What You Won't Do for Love (Timeline: The Anthology, Pt. 1) · Watch on YouTube

youtube_video vuvPu-HVNEw · row vuvPu-HVNEw

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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.