Yes. Toto has 147 songs listed in a dataset used to train AI music models.

Used for training 147

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 Gypsy Train, Don't Chain My Heart (Live), Lorraine

Listed under the artist name 147 songs in LAION-DISCO-12M

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

Gypsy Train

Listed as Toto – Gypsy Train (Kingdom Of Desire) · Watch on YouTube

youtube_video 2vFR3zIam9Q · row 2vFR3zIam9Q

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Don't Chain My Heart (Live)

Listed as Toto – Don't Chain My Heart (Live) (Falling In Between Live) · Watch on YouTube

youtube_video 3akwNXgg9gk · row 3akwNXgg9gk

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Lorraine

Listed as Toto – Lorraine (Hydra) · Watch on YouTube

youtube_video 5A-oD4kOJ20 · row 5A-oD4kOJ20

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Slipped Away

Listed as Toto – Slipped Away (Tambu) · Watch on YouTube

youtube_video 8aYJrFNYcL8 · row 8aYJrFNYcL8

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Come Rain Or Come Shine (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Come Rain Or Come Shine (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video 8k4WGesNapw · row 8k4WGesNapw

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Little Wing (Live: Universal Amphitheater, LA)

Listed as Toto, Donald Fagen – Little Wing (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video 9tG-WdLzC_4 · row 9tG-WdLzC_4

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You Better Hang Up (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – You Better Hang Up (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video Al8awBxatdU · row Al8awBxatdU

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Mr. Friendly

Listed as Toto – Mr. Friendly (Isolation) · Watch on YouTube

youtube_video BLfzijdUIFU · row BLfzijdUIFU

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Devil's Tower

Listed as Toto – Devil's Tower (Old Is New) · Watch on YouTube

youtube_video C_URijJQffk · row C_URijJQffk

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Donald Fagen Intro (Live: Universal Amphitheater, LA)

Listed as Toto, Donald Fagen – Donald Fagen Intro (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video DTyi3mleSEs · row DTyi3mleSEs

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Drag Him To The Roof (Live)

Listed as Toto – Drag Him To The Roof (Live) (Falling In Between Live) · Watch on YouTube

youtube_video HzXBzgkhBAs · row HzXBzgkhBAs

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Mindfields

Listed as Toto – Mindfields (Mindfields) · Watch on YouTube

youtube_video KBcZkrOnI7E · row KBcZkrOnI7E

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Kingdom Of Desire (Live: Universal Amphitheater, LA)

Listed as Toto, Donald Fagen – Kingdom Of Desire (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video KdD6Mj3_xnw · row KdD6Mj3_xnw

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The Other End Of Time

Listed as Toto – The Other End Of Time (Tambu) · Watch on YouTube

youtube_video Llhef99Y9_c · row Llhef99Y9_c

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Don Henley Intro (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Don Henley Intro (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video MJo_CKCKwHo · row MJo_CKCKwHo

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Falling In Between (Live)

Listed as Toto – Falling In Between (Live) (Falling In Between Live) · Watch on YouTube

youtube_video OR2sh4_eSlQ · row OR2sh4_eSlQ

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Somewhere Tonight

Listed as Toto – Somewhere Tonight (Fahrenheit) · Watch on YouTube

youtube_video Pd_QHg3mecI · row Pd_QHg3mecI

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Josie (Live: Universal Amphitheater, LA)

Listed as Toto, Donald Fagen – Josie (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video SCuVuSc8b2o · row SCuVuSc8b2o

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Big Battle

Listed as Toto – Big Battle (Dune (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video SHByERlH2FQ · row SHByERlH2FQ

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Don't Stop Me Now

Listed as Toto – Don't Stop Me Now (Fahrenheit) · Watch on YouTube

youtube_video TaUCcdQT_dI · row TaUCcdQT_dI

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Jake To The Bone (Live: Universal Amphitheater, LA 14)

Listed as Toto, Donald Fagen – Jake To The Bone (Live: Universal Amphitheater, LA 14) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video VsWfuAtUkJ8 · row VsWfuAtUkJ8

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Kingdom of Desire

Listed as Toto – Kingdom of Desire (Kingdom Of Desire) · Watch on YouTube

youtube_video XSdErSWzl4A · row XSdErSWzl4A

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Prophecy Theme (From "Dune")

Listed as Toto, Brian Eno – Prophecy Theme (From "Dune") (Film Music 1976 ~ 2020) · Watch on YouTube

youtube_video XnLT6m9pBXA · row XnLT6m9pBXA

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The Turning Point

Listed as Toto – The Turning Point (Tambu) · Watch on YouTube

youtube_video YRvmIiG0XqM · row YRvmIiG0XqM

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Caught In the Balance

Listed as Toto – Caught In the Balance (Mindfields) · Watch on YouTube

youtube_video YVvjKUMNacQ · row YVvjKUMNacQ

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Burn

Listed as Toto – Burn (Toto XIV) · Watch on YouTube

youtube_video ZlTtHSj7H6w · row ZlTtHSj7H6w

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Band Intro (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Band Intro (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video bbx9C3dre_U · row bbx9C3dre_U

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Dave's Gone Skiing

Listed as Toto – Dave's Gone Skiing (Tambu) · Watch on YouTube

youtube_video d-9LS0oKOmk · row d-9LS0oKOmk

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Stay Away

Listed as Toto – Stay Away (The Seventh One) · Watch on YouTube

youtube_video dNYsVCfmi2E · row dNYsVCfmi2E

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You Are the Flower (Live)

Listed as TOTO – You Are the Flower (Live) (With a Little Help from My Friends (Live)) · Watch on YouTube

youtube_video dTybIl2QBOc · row dTybIl2QBOc

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Ain’t Talkin 'Bout Love (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Ain’t Talkin 'Bout Love (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video dUZoDXYs1C0 · row dUZoDXYs1C0

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Stop Loving You (Live)

Listed as Toto – Stop Loving You (Live) (Falling In Between Live) · Watch on YouTube

youtube_video hSS0GPjRf3s · row hSS0GPjRf3s

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Fire (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Fire (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video hwlMXjt8Aac · row hwlMXjt8Aac

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The Road Goes On

Listed as Toto – The Road Goes On (Tambu) · Watch on YouTube

youtube_video iIU4WBkiR7I · row iIU4WBkiR7I

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Fahrenheit

Listed as Toto – Fahrenheit (Fahrenheit) · Watch on YouTube

youtube_video iQnzderGC4Q · row iQnzderGC4Q

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Live for Today

Listed as Toto – Live for Today (Turn Back) · Watch on YouTube

youtube_video kMogU-f2e28 · row kMogU-f2e28

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Stop Loving You (Live)

Listed as Toto – Stop Loving You (Live) (40 Tours Around The Sun (Live)) · Watch on YouTube

youtube_video kiqLjciVzjQ · row kiqLjciVzjQ

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Running out of Time

Listed as Toto – Running out of Time (Toto XIV) · Watch on YouTube

youtube_video lQO0ABm6DGI · row lQO0ABm6DGI

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If You Belong to Me

Listed as Toto – If You Belong to Me (Tambu) · Watch on YouTube

youtube_video mDBY2mqYN1s · row mDBY2mqYN1s

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With A Little Help From My Friends (Live: Universal Amphitheater, LA 14)

Listed as Toto, Don Henley – With A Little Help From My Friends (Live: Universal Amphitheater, LA 14) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video n9v4m1ylblw · row n9v4m1ylblw

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Dirty Laundry (Live: Universal Amphitheater, LA)

Listed as Toto, Don Henley – Dirty Laundry (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video oLdBwwZENx4 · row oLdBwwZENx4

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Dune (Desert Theme)

Listed as Toto – Dune (Desert Theme) (Dune (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video oauF0jXcAq8 · row oauF0jXcAq8

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Child's Anthem

Listed as Toto – Child's Anthem (In The Far East) · Watch on YouTube

youtube_video oujgHdQkogw · row oujgHdQkogw

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Lion

Listed as Toto – Lion (Isolation) · Watch on YouTube

youtube_video pDf8jLez-nQ · row pDf8jLez-nQ

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The Other Side

Listed as Toto – The Other Side (Kingdom Of Desire) · Watch on YouTube

youtube_video rV9OgArZk5Q · row rV9OgArZk5Q

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Chain Lightning (Live: Universal Amphitheater, LA)

Listed as Toto, Donald Fagen – Chain Lightning (Live: Universal Amphitheater, LA) (Jeff Porcaro Tribute Concert 1992) · Watch on YouTube

youtube_video v1s3eUlclUY · row v1s3eUlclUY

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Main Title

Listed as Toto – Main Title (Dune (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video yE4pPzrkgsM · row yE4pPzrkgsM

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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.