Yes. Vanity Fare has 70 songs listed in a dataset used to train AI music models.

Used for training 70

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 Our Own Way Of Living, In My Lonely Room, Hey Baby

Listed under the artist name 70 songs in LAION-DISCO-12M

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

Our Own Way Of Living

Listed as Vanity Fare – Our Own Way Of Living (The Very Best Of) · Watch on YouTube

youtube_video 27PjU8vHkxk · row 27PjU8vHkxk

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In My Lonely Room

Listed as Vanity Fare – In My Lonely Room (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video 2jpmrWZ_xZU · row 2jpmrWZ_xZU

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Hey Baby

Listed as Vanity Fare – Hey Baby (Early in the Morning) · Watch on YouTube

youtube_video 3PcPvVal_H0 · row 3PcPvVal_H0

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Mr. Spaceman

Listed as Vanity Fare – Mr. Spaceman (West Coast) · Watch on YouTube

youtube_video 3orMSdJ62ZQ · row 3orMSdJ62ZQ

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Come Tomorrow

Listed as Vanity Fare – Come Tomorrow (The Very Best Of) · Watch on YouTube

youtube_video 4E_OAB_fgsQ · row 4E_OAB_fgsQ

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Spirit In The Sky

Listed as Vanity Fare – Spirit In The Sky (The Best Of Vanity Fare) · Watch on YouTube

youtube_video 5Urzaq6s338 · row 5Urzaq6s338

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Highway of Dreams

Listed as Vanity Fare – Highway of Dreams (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video 5YpfLO03eCI · row 5YpfLO03eCI

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Hitchin' a Ride (In Concert)

Listed as Vanity Fare – Hitchin' a Ride (In Concert) ('70s Hits: The Sound of a Decade) · Watch on YouTube

youtube_video 61Z9-nDtSNo · row 61Z9-nDtSNo

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Music, Music, Music

Listed as Vanity Fare – Music, Music, Music (Early in the Morning) · Watch on YouTube

youtube_video 7iCRauwMI-s · row 7iCRauwMI-s

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Early in the Morning

Listed as Vanity Fare – Early in the Morning (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video AXqPOmhUuJU · row AXqPOmhUuJU

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Warm &sunny Skies

Listed as Vanity Fare – Warm &sunny Skies (West Coast) · Watch on YouTube

youtube_video CegWnjhBjeg · row CegWnjhBjeg

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Better By Far

Listed as Vanity Fare – Better By Far (The Very Best Of) · Watch on YouTube

youtube_video Ckcw8resQm4 · row Ckcw8resQm4

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My Bonneville

Listed as Vanity Fare – My Bonneville (Vanity Fare's One More Night) · Watch on YouTube

youtube_video D8-KlrcFUZM · row D8-KlrcFUZM

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Summertime

Listed as Vanity Fare – Summertime (Vanity Fare's One More Night) · Watch on YouTube

youtube_video DIpXN7cGXh4 · row DIpXN7cGXh4

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Lost and Found

Listed as Vanity Fare – Lost and Found (Vanity Fare's One More Night) · Watch on YouTube

youtube_video DPOLBqC0kio · row DPOLBqC0kio

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Rock And Roll Is Back

Listed as Vanity Fare – Rock And Roll Is Back (The Very Best Of) · Watch on YouTube

youtube_video DwwYds3erfs · row DwwYds3erfs

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(I Remember) Summer Morning

Listed as Vanity Fare – (I Remember) Summer Morning (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video FFLj6FjM0AI · row FFLj6FjM0AI

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Puppet on a String

Listed as Vanity Fare – Puppet on a String (Hitchin' a Ride) · Watch on YouTube

youtube_video GRsc9NP1a_4 · row GRsc9NP1a_4

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Hitchin' a Ride

Listed as Vanity Fare – Hitchin' a Ride (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video Gr4tagoonMY · row Gr4tagoonMY

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Early in the Morning

Listed as Vanity Fare – Early in the Morning (Vanity Fare Greatest Hits) · Watch on YouTube

youtube_video H0dUfFylaZM · row H0dUfFylaZM

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Betty Carter

Listed as Vanity Fare – Betty Carter (Betty Carter) · Watch on YouTube

youtube_video IECLJcsApxo · row IECLJcsApxo

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Tonight Tonight

Listed as Vanity Fare – Tonight Tonight (Vanity Fare's One More Night) · Watch on YouTube

youtube_video IQL4ks51Xnk · row IQL4ks51Xnk

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Hitchin' a Ride

Listed as Vanity Fare – Hitchin' a Ride (Early in the Morning) · Watch on YouTube

youtube_video MUjmSYutW5M · row MUjmSYutW5M

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Waiting For The Nightfall

Listed as Vanity Fare – Waiting For The Nightfall (The Very Best Of) · Watch on YouTube

youtube_video MougmWhZpvo · row MougmWhZpvo

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Early in the Morning (Rerecorded)

Listed as Vanity Fare – Early in the Morning (Rerecorded) (Hitchin' A Ride / Early In The Morning) · Watch on YouTube

youtube_video Nt2pT9w0DJs · row Nt2pT9w0DJs

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Saturday Night

Listed as Vanity Fare – Saturday Night (Vanity Fare's One More Night) · Watch on YouTube

youtube_video NtZjRaI5uzc · row NtZjRaI5uzc

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One More Night

Listed as Vanity Fare – One More Night (Vanity Fare's One More Night) · Watch on YouTube

youtube_video O-5dEI0iqQI · row O-5dEI0iqQI

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I Hear Trumpets Blow

Listed as Vanity Fare – I Hear Trumpets Blow (Hitchin' a Ride) · Watch on YouTube

youtube_video Sjim5JV65tM · row Sjim5JV65tM

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On the Other Side of the Life

Listed as Vanity Fare – On the Other Side of the Life (Hitchin' a Ride) · Watch on YouTube

youtube_video USZOK5rj11M · row USZOK5rj11M

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Making For The Sun

Listed as Vanity Fare – Making For The Sun (The Very Best Of) · Watch on YouTube

youtube_video Uf3V8INqcMY · row Uf3V8INqcMY

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Four Strong Winds

Listed as Vanity Fare – Four Strong Winds (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video XXYgOdVmpBA · row XXYgOdVmpBA

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Megowd (Something Tells Me)

Listed as Vanity Fare – Megowd (Something Tells Me) (The Very Best Of) · Watch on YouTube

youtube_video Z5vfADJTbx4 · row Z5vfADJTbx4

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Oh Jane

Listed as Vanity Fare – Oh Jane (Vanity Fare's One More Night) · Watch on YouTube

youtube_video _5BtjEGJ4So · row _5BtjEGJ4So

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Rhythm Of The Rain

Listed as Vanity Fare – Rhythm Of The Rain (The Best Of Vanity Fare) · Watch on YouTube

youtube_video aDMC80VgFJE · row aDMC80VgFJE

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Carolina's Comin' Home

Listed as Vanity Fare – Carolina's Comin' Home (The Very Best Of) · Watch on YouTube

youtube_video buHMyelTTXE · row buHMyelTTXE

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I Live for the Sun

Listed as Vanity Fare – I Live for the Sun (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video csc0dgkysBU · row csc0dgkysBU

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Man Child

Listed as Vanity Fare – Man Child (The Sun the Wind and Other Things) · Watch on YouTube

youtube_video f8TiYTjYq1U · row f8TiYTjYq1U

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On Your Own

Listed as Vanity Fare – On Your Own (The Very Best Of) · Watch on YouTube

youtube_video g5hELYe8Rbc · row g5hELYe8Rbc

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You Made Me Love You

Listed as Vanity Fare – You Made Me Love You (Early in the Morning) · Watch on YouTube

youtube_video khFwi4J5P5Y · row khFwi4J5P5Y

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Hitchin' a Ride

Listed as Vanity Fare – Hitchin' a Ride (Vanity Fare Greatest Hits) · Watch on YouTube

youtube_video lAIIkiMuCd0 · row lAIIkiMuCd0

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Luck Lady Bug

Listed as Vanity Fare – Luck Lady Bug (Hitchin' a Ride) · Watch on YouTube

youtube_video mp37BZ325bU · row mp37BZ325bU

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Blink of an Eye

Listed as Vanity Fare – Blink of an Eye (West Coast) · Watch on YouTube

youtube_video pQMsWTzQPf4 · row pQMsWTzQPf4

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Spirit In The Sky

Listed as Vanity Fare – Spirit In The Sky (Vanity Fare's One More Night) · Watch on YouTube

youtube_video pqDq_u9LxAA · row pqDq_u9LxAA

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Hitchin' A Ride (Re-Recorded - Sped Up)

Listed as Vanity Fare – Hitchin' A Ride (Re-Recorded - Sped Up) (Hitchin' A Ride (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video rFJW8UgD4ks · row rFJW8UgD4ks

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Nowhere To Go

Listed as Vanity Fare – Nowhere To Go (The Very Best Of) · Watch on YouTube

youtube_video s2reZGg2HuE · row s2reZGg2HuE

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Hitchin' A Ride (Re-Recorded - Slowed + Reverb)

Listed as Vanity Fare – Hitchin' A Ride (Re-Recorded - Slowed + Reverb) (Hitchin' A Ride (Re-Recorded - Sped Up)) · Watch on YouTube

youtube_video s7r4FlT-tVc · row s7r4FlT-tVc

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I'm In Love With The World

Listed as Vanity Fare – I'm In Love With The World (The Very Best Of) · Watch on YouTube

youtube_video tm8sVDE6bXI · row tm8sVDE6bXI

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Take It, Shake It, Break My Heart

Listed as Vanity Fare – Take It, Shake It, Break My Heart (The Very Best Of) · Watch on YouTube

youtube_video utwCXuNLGhE · row utwCXuNLGhE

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Stand

Listed as Vanity Fare – Stand (The Very Best Of) · Watch on YouTube

youtube_video weLhCulBppw · row weLhCulBppw

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Just A Dreamer

Listed as Vanity Fare – Just A Dreamer (Vanity Fare's One More Night) · Watch on YouTube

youtube_video xDRtC5dBc4I · row xDRtC5dBc4I

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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.