YouTrained

Artist Reg Owen Orchestra on YouTube Music

Yes. Reg Owen Orchestra has 148 songs listed in a dataset used to train AI music models.

Used for training 148

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 Car Hop, Sounds Industrial, If I Could Be with You

Listed under the artist name 148 songs in LAION-DISCO-12M

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

Car Hop

Listed as Reg Owen and His Orchestra – Car Hop (Hypnotic Swing) · Watch on YouTube

youtube_video -iI06ngcOiM · row -iI06ngcOiM

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Sounds Industrial

Listed as Reg Owen – Sounds Industrial (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video 2xhTm7eglaQ · row 2xhTm7eglaQ

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If I Could Be with You

Listed as Reg Owen – If I Could Be with You (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video 3L6oGDL3xFw · row 3L6oGDL3xFw

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Charleston Era

Listed as Reg Owen – Charleston Era (Dance Crazes / Showtime) · Watch on YouTube

youtube_video 3TFnl08S-jg · row 3TFnl08S-jg

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Obsession

Listed as Reg Owen – Obsession (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video 3gxtfmT4LKs · row 3gxtfmT4LKs

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You Must Have Been a Beautiful Baby

Listed as Reg Owen – You Must Have Been a Beautiful Baby (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video 4lLH5IqT-Yc · row 4lLH5IqT-Yc

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Oh You Beautiful Doll

Listed as Reg Owen – Oh You Beautiful Doll (Cuddle Up a Little Closer) · Watch on YouTube

youtube_video 6_zYxCJDYqA · row 6_zYxCJDYqA

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Dancing on the Ceiling

Listed as Reg Owen – Dancing on the Ceiling (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video 82fz_1O_2Rc · row 82fz_1O_2Rc

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Lover Come Back To Me

Listed as Reg Owen & His Orchestra – Lover Come Back To Me (Lover, Come Back To Me (Instrumental Interpretations)) · Watch on YouTube

youtube_video CFkEXpbjwq4 · row CFkEXpbjwq4

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In Concert

Listed as Reg Owen, Rosemary Webb – In Concert (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video Cqius9JRdRc · row Cqius9JRdRc

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Ask Anyone Who Knows

Listed as Reg Owen – Ask Anyone Who Knows (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video E2CU2Xa67Wc · row E2CU2Xa67Wc

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What Is This Thing Called Love

Listed as Reg Owen – What Is This Thing Called Love (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video EKxqIAh2gCk · row EKxqIAh2gCk

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Every Day

Listed as Reg Owen – Every Day (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video EOSE2WzAckk · row EOSE2WzAckk

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Girls

Listed as Reg Owen – Girls (Bmlp 70) · Watch on YouTube

youtube_video Ev-nl9jd8n8 · row Ev-nl9jd8n8

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Walkie Talkie

Listed as Reg Owen – Walkie Talkie (Get Happy) · Watch on YouTube

youtube_video G1CIaytPOOw · row G1CIaytPOOw

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Superimpose (3)

Listed as Reg Owen, Alan Lewis – Superimpose (3) (Modern Movement - Action Tracks) · Watch on YouTube

youtube_video GUt_ZbxkuB4 · row GUt_ZbxkuB4

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Trademark (4)

Listed as Reg Owen – Trademark (4) (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video HUMt5iKQkXY · row HUMt5iKQkXY

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Thou Swell

Listed as Reg Owen – Thou Swell (Cuddle Up a Little Closer) · Watch on YouTube

youtube_video HimkrWhvnOs · row HimkrWhvnOs

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Love Will Find a Way

Listed as Reg Owen – Love Will Find a Way (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video LnZTkFJL4Go · row LnZTkFJL4Go

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A Nightingale Sang In Berkely Square

Listed as Reg Owen and His Orchestra – A Nightingale Sang In Berkely Square (Holiday In London) · Watch on YouTube

youtube_video RYSp1HVDHXI · row RYSp1HVDHXI

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When Love Comes Your Way

Listed as Reg Owen – When Love Comes Your Way (Deep in a Dream) · Watch on YouTube

youtube_video UmQVmEzQh6M · row UmQVmEzQh6M

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What Is This Thing Called Love

Listed as Reg Owen – What Is This Thing Called Love (Cuddle Up a Little Closer) · Watch on YouTube

youtube_video XG3z8hypP9o · row XG3z8hypP9o

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If I Could Be with You

Listed as Reg Owen – If I Could Be with You (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video ZpVYbiXbfpI · row ZpVYbiXbfpI

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Medley - Say It With Music - How Deep Is The Ocean - Blue Skies - You're Just In Love

Listed as Reg Owen & His Orchestra – Medley - Say It With Music - How Deep Is The Ocean - Blue Skies - You're Just In Love (An Irving Berlin Songbook) · Watch on YouTube

youtube_video _pkLHjHYSlo · row _pkLHjHYSlo

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Twenty Four Hours of Sunshine

Listed as Reg Owen – Twenty Four Hours of Sunshine (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video a2G_r2zp_0k · row a2G_r2zp_0k

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Jericho

Listed as Reg Owen and His Orchestra – Jericho (Hypnotic Swing) · Watch on YouTube

youtube_video b2tGPOqUuug · row b2tGPOqUuug

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Design Centre

Listed as Reg Owen – Design Centre (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video bQH9eUJN18c · row bQH9eUJN18c

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Keep Smiling at Trouble

Listed as Reg Owen – Keep Smiling at Trouble (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video dWBfbqh0OI4 · row dWBfbqh0OI4

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Manhattan Spiritual

Listed as Reg Owen and His Orchestra – Manhattan Spiritual (Manhattan Spiritual) · Watch on YouTube

youtube_video fCvoN7vbx48 · row fCvoN7vbx48

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Cherry Ripe

Listed as Reg Owen and His Orchestra – Cherry Ripe (Holiday In London) · Watch on YouTube

youtube_video fnrHg9dBoNM · row fnrHg9dBoNM

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When Hearts Are Young

Listed as Reg Owen – When Hearts Are Young (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video gWt-FoKJVBE · row gWt-FoKJVBE

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It's Only a Paper Moon

Listed as Reg Owen – It's Only a Paper Moon (Orchestral Bachelor Pad Music 1958-1959) · Watch on YouTube

youtube_video gwdwm9VAQ_I · row gwdwm9VAQ_I

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Suddenly

Listed as Reg Owen – Suddenly (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video huC9wEQrZ9E · row huC9wEQrZ9E

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Classic Approach

Listed as Reg Owen – Classic Approach (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video iilz6Mxr3aw · row iilz6Mxr3aw

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Zigeuner

Listed as Reg Owen and His Orchestra – Zigeuner (Holiday In London) · Watch on YouTube

youtube_video lW5HhFBHV5c · row lW5HhFBHV5c

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Medley - God Bless America - Oh How I Hate To Get Up In The Morning - This Is The Army Mr Jones - God Bless America

Listed as Reg Owen & His Orchestra – Medley - God Bless America - Oh How I Hate To Get Up In The Morning - This Is The Army Mr Jones - God Bless America (An Irving Berlin Songbook) · Watch on YouTube

youtube_video mdvUQDQY0kg · row mdvUQDQY0kg

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The Petite Waltz Bounce

Listed as Reg Owen and His Orchestra – The Petite Waltz Bounce (Hypnotic Swing) · Watch on YouTube

youtube_video qf8_IdWL_Fo · row qf8_IdWL_Fo

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New Statesman

Listed as Reg Owen – New Statesman (Presentations - Sounds Industrial) · Watch on YouTube

youtube_video qlAT8fqg358 · row qlAT8fqg358

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Down by the Riverside

Listed as Reg Owen – Down by the Riverside (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video rqArkAMKmV8 · row rqArkAMKmV8

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The Swinging Brigade

Listed as Reg Owen and His Orchestra – The Swinging Brigade (Hypnotic Swing) · Watch on YouTube

youtube_video sPlxDM9R060 · row sPlxDM9R060

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You Oughta Be in the Pictures

Listed as Reg Owen – You Oughta Be in the Pictures (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video siFPaJ85-cY · row siFPaJ85-cY

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Gincry

Listed as Reg Owen et son orchestre – Gincry (Down By the Riverside (Mono Version)) · Watch on YouTube

youtube_video tkG6zdSSpaY · row tkG6zdSSpaY

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Please Don't Talk About Me

Listed as Reg Owen – Please Don't Talk About Me (Obsession - Two Stereo Albums & Bonus Singles) · Watch on YouTube

youtube_video u3D1KV9tIvs · row u3D1KV9tIvs

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Roving Eye (2)

Listed as Reg Owen, Alan Lewis – Roving Eye (2) (Modern Movement - Action Tracks) · Watch on YouTube

youtube_video v10sSgQrVrg · row v10sSgQrVrg

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Overdrive

Listed as Reg Owen, Alan Lewis – Overdrive (Bmlp 70) · Watch on YouTube

youtube_video vgN5kED3WoE · row vgN5kED3WoE

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Waltzing the Blues Without You

Listed as Eve Boswell, The Reg Owen Orchestra – Waltzing the Blues Without You (Memories, Volume 3) · Watch on YouTube

youtube_video wnvnXUJlYIQ · row wnvnXUJlYIQ

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Zoom and Pan (3)

Listed as Reg Owen, Alan Lewis – Zoom and Pan (3) (Modern Movement - Action Tracks) · Watch on YouTube

youtube_video xY_IqOQzid4 · row xY_IqOQzid4

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Cuddle Up a Little Closer

Listed as Reg Owen – Cuddle Up a Little Closer (Cuddle Up a Little Closer) · Watch on YouTube

youtube_video zI_B1mdBVuA · row zI_B1mdBVuA

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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.

Is this you?