YouTrained

Artist The Norman Luboff Choir on YouTube Music

Yes. The Norman Luboff Choir 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 Nobody Knows the Trouble I've Seen, April In Paris (From The Film: "April In Paris"), Till We Meet Again

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.

Nobody Knows the Trouble I've Seen

Listed as The Norman Luboff Choir – Nobody Knows the Trouble I've Seen (Songs of the South) · Watch on YouTube

youtube_video -0Fi8_hZuuI · row -0Fi8_hZuuI

LAION-DISCO-12M

April In Paris (From The Film: "April In Paris")

Listed as Doris Day, The Norman Luboff Choir, Percy Faith And His Orchestra – April In Paris (From The Film: "April In Paris") (Vintage Vocal Jazz / Swing Nº 68 - EPs Collectors, "Peter Pan" And "April In Paris") · Watch on YouTube

youtube_video -1EibkqlupQ · row -1EibkqlupQ

LAION-DISCO-12M

Till We Meet Again

Listed as Doris Day, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith – Till We Meet Again (On Moonlight Bay) · Watch on YouTube

youtube_video -Fu8q2xmuFs · row -Fu8q2xmuFs

LAION-DISCO-12M

Shrimp Boats

Listed as Jo Stafford, The Norman Luboff Choir, Mitch Miller & His Orchestra – Shrimp Boats (The USA Collection) · Watch on YouTube

youtube_video -iEGMZ6MP1g · row -iEGMZ6MP1g

LAION-DISCO-12M

In A Shanty In Old Shanty Town

Listed as The Norman Luboff Choir and The Buddy Cole Quartet – In A Shanty In Old Shanty Town (Lullaby Of Broadway) · Watch on YouTube

youtube_video -uXhQj2pCco · row -uXhQj2pCco

LAION-DISCO-12M

Winter Weather

Listed as Jo Stafford, Paul Weston, The Starlighters, The Norman Luboff Choir – Winter Weather (Ski Trails) · Watch on YouTube

youtube_video 3b0AeVAf1jU · row 3b0AeVAf1jU

LAION-DISCO-12M

Luna rossa

Listed as Frank Sinatra, The Norman Luboff Choir – Luna rossa (I Love These Songs, Vol. 67) · Watch on YouTube

youtube_video 3s7S5qwxIxI · row 3s7S5qwxIxI

LAION-DISCO-12M

My Old Kentucky Home

Listed as The Norman Luboff Choir – My Old Kentucky Home (Songs of the South) · Watch on YouTube

youtube_video 4VSrW37Sw78 · row 4VSrW37Sw78

LAION-DISCO-12M

Lullaby Of Broadway

Listed as The Norman Luboff Choir and The Buddy Cole Quartet – Lullaby Of Broadway (Lullaby Of Broadway) · Watch on YouTube

youtube_video 4s3QHJ03dLY · row 4s3QHJ03dLY

LAION-DISCO-12M

Love Ya

Listed as Doris Day, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith – Love Ya (On Moonlight Bay) · Watch on YouTube

youtube_video 5HAYHxC2UAo · row 5HAYHxC2UAo

LAION-DISCO-12M

The Criminal Cried

Listed as Stanley Holloway, Groucho Marx, Sharon Randall, The Norman Luboff Choir – The Criminal Cried (The Mikado (1960 Television Cast Recording)) · Watch on YouTube

youtube_video 5bXYSl-3kZc · row 5bXYSl-3kZc

LAION-DISCO-12M

In That Great Gettin' Up Mornin' (Bonus Track)

Listed as Harry Belafonte, The Norman Luboff Choir – In That Great Gettin' Up Mornin' (Bonus Track) (Calypso Holiday (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video 6GDx7nixY2Y · row 6GDx7nixY2Y

LAION-DISCO-12M

Cool Water

Listed as The Norman Luboff Choir – Cool Water (Songs of the West) · Watch on YouTube

youtube_video 7D1Gcq_wCW8 · row 7D1Gcq_wCW8

LAION-DISCO-12M

It Happened In Sun Valley

Listed as Jo Stafford, Paul Weston, The Starlighters, The Norman Luboff Choir – It Happened In Sun Valley (Ski Trails) · Watch on YouTube

youtube_video 8GKe5KQDoRo · row 8GKe5KQDoRo

LAION-DISCO-12M

I'm In the Mood for Love

Listed as The Norman Luboff Choir, Jo Stafford – I'm In the Mood for Love (The Columbia Singles Collection Vol. 1) · Watch on YouTube

youtube_video AdeiXfPn1kQ · row AdeiXfPn1kQ

LAION-DISCO-12M

I'm Forever Blowing Bubbles

Listed as Doris Day, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith – I'm Forever Blowing Bubbles (On Moonlight Bay) · Watch on YouTube

youtube_video EBpR5e7Ubzk · row EBpR5e7Ubzk

LAION-DISCO-12M

Carry Me Back to Old Virginny

Listed as The Norman Luboff Choir – Carry Me Back to Old Virginny (Songs of the South) · Watch on YouTube

youtube_video FochvYj6cHQ · row FochvYj6cHQ

LAION-DISCO-12M

With Aspect Stern

Listed as Stanley Holloway, Groucho Marx, The Norman Luboff Choir – With Aspect Stern (The Mikado (1960 Television Cast Recording)) · Watch on YouTube

youtube_video HQG08zctMKU · row HQG08zctMKU

LAION-DISCO-12M

Moonlight In Vermont

Listed as Jo Stafford, Paul Weston, The Starlighters, The Norman Luboff Choir – Moonlight In Vermont (Ski Trails) · Watch on YouTube

youtube_video Hz5uLaFF2i4 · row Hz5uLaFF2i4

LAION-DISCO-12M

When I Fall in Love

Listed as Doris Day, The Norman Luboff Choir – When I Fall in Love (The Best Music On Air, Vol. 5) · Watch on YouTube

youtube_video K8pB2c-DcFU · row K8pB2c-DcFU

LAION-DISCO-12M

Colorado Trail

Listed as The Norman Luboff Choir – Colorado Trail (Songs of the West) · Watch on YouTube

youtube_video KRbtaPk6O-8 · row KRbtaPk6O-8

LAION-DISCO-12M

Jezebel

Listed as Frankie Laine, The Norman Luboff Choir, Mitch Miller and His Orchestra – Jezebel (Country Brothers) · Watch on YouTube

youtube_video Keo-_M_WH-M · row Keo-_M_WH-M

LAION-DISCO-12M

Rose, Rose I Love You

Listed as Frankie Laine, The Norman Luboff Choir, Mitch Miller & His Orchestra – Rose, Rose I Love You (Country Gold Vol 2) · Watch on YouTube

youtube_video OGPQD6-LJ3Y · row OGPQD6-LJ3Y

LAION-DISCO-12M

Mister Tap Toe

Listed as Doris Day, Paul Weston & His Orchestra, The Norman Luboff Choir – Mister Tap Toe (The Founder (Original Motion Picture Soundtrack)) · Watch on YouTube

youtube_video PpmeE-nrWro · row PpmeE-nrWro

LAION-DISCO-12M

Ain't We Got Fun?

Listed as Doris Day, Paul Weston, The Norman Luboff Choir – Ain't We Got Fun? (By the Light of the Silvery Moon) · Watch on YouTube

youtube_video TPcPl8Av-Go · row TPcPl8Av-Go

LAION-DISCO-12M

Shepherd Boy

Listed as Jimmy Boyd with Norman Luboff Choir, Norman Luboff Choir – Shepherd Boy (Merry Christmas Memories) · Watch on YouTube

youtube_video Ta95m0NyftU · row Ta95m0NyftU

LAION-DISCO-12M

Fit as a Fiddle

Listed as Doris Day, Norman Luboff Choir, Frank de Vol Orchestra – Fit as a Fiddle (Simply ... "Day" Dreams!) · Watch on YouTube

youtube_video VHJeUqKTWds · row VHJeUqKTWds

LAION-DISCO-12M

By the Light of the Silvery Moon

Listed as Doris Day, Paul Weston, The Norman Luboff Choir – By the Light of the Silvery Moon (By the Light of the Silvery Moon) · Watch on YouTube

youtube_video WY3muLC95wc · row WY3muLC95wc

LAION-DISCO-12M

Dixie

Listed as The Norman Luboff Choir – Dixie (Songs of the South) · Watch on YouTube

youtube_video YarfMcrt0jA · row YarfMcrt0jA

LAION-DISCO-12M

Moonlight Bay

Listed as Doris Day, Paul Weston And His Orchestra, The Norman Luboff Choir – Moonlight Bay (Vintage Vocal Jazz / Swing No. 122 - LP: On Moonlight Bay) · Watch on YouTube

youtube_video bKVCPPumF5c · row bKVCPPumF5c

LAION-DISCO-12M

Yellow Bird

Listed as The Norman Luboff Choir – Yellow Bird (Calypso Holiday) · Watch on YouTube

youtube_video bkqEjM-EecU · row bkqEjM-EecU

LAION-DISCO-12M

Be My Little Baby Bumble Bee

Listed as Doris Day, Paul Weston, The Norman Luboff Choir – Be My Little Baby Bumble Bee (By the Light of the Silvery Moon) · Watch on YouTube

youtube_video c5qsdP80rrw · row c5qsdP80rrw

LAION-DISCO-12M

A-Roving

Listed as The Norman Luboff Choir – A-Roving (Songs of the Sea) · Watch on YouTube

youtube_video cfP4WuE-1Ak · row cfP4WuE-1Ak

LAION-DISCO-12M

Christmas Story

Listed as Doris Day with Norman Luboff Choir, Norman Luboff Choir – Christmas Story (Merry Christmas Memories) · Watch on YouTube

youtube_video fLsSIeu_8sQ · row fLsSIeu_8sQ

LAION-DISCO-12M

Every Little Movement

Listed as Doris Day, Paul Weston And His Orchestra, The Norman Luboff Choir – Every Little Movement (Vintage Vocal Jazz / Swing No. 122 - LP: On Moonlight Bay) · Watch on YouTube

youtube_video fq_MBvy3MQc · row fq_MBvy3MQc

LAION-DISCO-12M

Bury Me Not on the Lone Prairie

Listed as The Norman Luboff Choir – Bury Me Not on the Lone Prairie (Songs of the West) · Watch on YouTube

youtube_video iK46CQ7nXl0 · row iK46CQ7nXl0

LAION-DISCO-12M

Swing Low Sweet Chariot

Listed as The Norman Luboff Choir – Swing Low Sweet Chariot (Songs of the South) · Watch on YouTube

youtube_video jUJwIoJHkRs · row jUJwIoJHkRs

LAION-DISCO-12M

Be My Little Baby Bumble Bee (From "By the Light of the Silvery Moon")

Listed as Doris Day, Paul Weston, The Norman Luboff Choir – Be My Little Baby Bumble Bee (From "By the Light of the Silvery Moon") (50 Original Film Soundtracks: The Best Songs: No. 1) · Watch on YouTube

youtube_video jj4_qoYzbNU · row jj4_qoYzbNU

LAION-DISCO-12M

Cuddle Up a Little Closer

Listed as Doris Day, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith, Paul Weston and His Orchestra, Norman Luboff Choir, Jack Smith – Cuddle Up a Little Closer (On Moonlight Bay) · Watch on YouTube

youtube_video jk4bD1Zgy04 · row jk4bD1Zgy04

LAION-DISCO-12M

Jump Down Spin Around (Bonus Track)

Listed as Harry Belafonte, The Norman Luboff Choir – Jump Down Spin Around (Bonus Track) (Calypso Holiday (Original Album Plus Bonus Tracks 1957)) · Watch on YouTube

youtube_video m-F3Lc2OjFk · row m-F3Lc2OjFk

LAION-DISCO-12M

Shenandoah

Listed as The Norman Luboff Choir – Shenandoah (Songs of the Sea) · Watch on YouTube

youtube_video oLjYpxmroFU · row oLjYpxmroFU

LAION-DISCO-12M

Suddenly There's a Valley

Listed as Jo Stafford, Paul Weston Orchestra, Norman Luboff Choir – Suddenly There's a Valley (Popular Favorites, Vol. 8) · Watch on YouTube

youtube_video oO5Sf-JTuug · row oO5Sf-JTuug

LAION-DISCO-12M

Red River Valley

Listed as The Norman Luboff Choir – Red River Valley (Songs of the West) · Watch on YouTube

youtube_video pO4ioa5uee8 · row pO4ioa5uee8

LAION-DISCO-12M

The Nearness of You

Listed as Jo Stafford, Paul Weston, The Starlighters, The Norman Luboff Choir – The Nearness of You (Ski Trails) · Watch on YouTube

youtube_video peb6JBSuslM · row peb6JBSuslM

LAION-DISCO-12M

I Love The Way You say Goodnight

Listed as The Norman Luboff Choir and The Buddy Cole Quartet – I Love The Way You say Goodnight (Lullaby Of Broadway) · Watch on YouTube

youtube_video tPVo-jEarFs · row tPVo-jEarFs

LAION-DISCO-12M

Deep River

Listed as The Norman Luboff Choir – Deep River (Songs of the South) · Watch on YouTube

youtube_video uYHrkw-aCcQ · row uYHrkw-aCcQ

LAION-DISCO-12M

Deck The Halls ('Live Broadcast')

Listed as Bing Crosby, Norman Luboff Choir – Deck The Halls ('Live Broadcast') (The Greatest Christmas Hits Archive '31-'61) · Watch on YouTube

youtube_video uyexOR6xFt0 · row uyexOR6xFt0

LAION-DISCO-12M

Jingle Bells

Listed as The Norman Luboff Choir – Jingle Bells (Christmas with the Norman Luboff Choir) · Watch on YouTube

youtube_video vi8K813cfaQ · row vi8K813cfaQ

LAION-DISCO-12M

The Old Chisholm Trail

Listed as Norman Luboff Choir – The Old Chisholm Trail (Rise to Fame) · Watch on YouTube

youtube_video x4IWdC6Fe04 · row x4IWdC6Fe04

LAION-DISCO-12M

Noah

Listed as Harry Belafonte, The Norman Luboff Choir – Noah (Vintage Music No. 93 - LP: Harry Belafonte) · Watch on YouTube

youtube_video zryKmcBa6os · row zryKmcBa6os

LAION-DISCO-12M

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?