YouTrained

Report The Harvard Opportunes built from the datasets alone

Yes. The Harvard Opportunes has 91 songs and 1 video listed in datasets used to train and test AI music models.

This page only knows about the videos the datasets list. To check every upload on the channel:

Used for training and testing 1

video in AudioSet

A list of about a million ten-second YouTube clips, each labelled with the sounds in it, that Google published in 2017. Labs use it to train and test general audio and music models.

Including 1 + 1 (Beyonce) - The Harvard Opportunes

Used for training 91

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 the Matter, Honeymoon Avenue, Counting Stars

Listed under the artist name 91 songs in LAION-DISCO-12M

Probable match by artist name. If this is not you, ignore this section. Artist page on YouTube Music.

Heart of the Matter

Listed as The Harvard Opportunes – Heart of the Matter (Off the Page) · Watch on YouTube

youtube_video -HkG0_k8TGM · row -HkG0_k8TGM

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Honeymoon Avenue

Listed as The Harvard Opportunes – Honeymoon Avenue (Lucid) · Watch on YouTube

youtube_video -gwPE1QpPNk · row -gwPE1QpPNk

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Counting Stars

Listed as The Harvard Opportunes – Counting Stars (Counting Stars) · Watch on YouTube

youtube_video -t5d6BffnDo · row -t5d6BffnDo

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Larger Than Life

Listed as The Harvard Opportunes – Larger Than Life (On the Edge) · Watch on YouTube

youtube_video -tFlNdGHi6g · row -tFlNdGHi6g

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Sir Duke

Listed as The Harvard Opportunes – Sir Duke (Stevie) · Watch on YouTube

youtube_video 018zb1gyr0Y · row 018zb1gyr0Y

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The Long Way Around

Listed as The Harvard Opportunes – The Long Way Around (Off the Page) · Watch on YouTube

youtube_video 0omMqJQ-FXU · row 0omMqJQ-FXU

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Drops of Jupiter

Listed as The Harvard Opportunes – Drops of Jupiter (Out Loud) · Watch on YouTube

youtube_video 1MQAWR5TdxE · row 1MQAWR5TdxE

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Galileo

Listed as The Harvard Opportunes – Galileo (Out Loud) · Watch on YouTube

youtube_video 2h-nxkXUa-s · row 2h-nxkXUa-s

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Adventure of a Lifetime

Listed as The Harvard Opportunes – Adventure of a Lifetime (All Afternoon) · Watch on YouTube

youtube_video 3-9w0AppoCE · row 3-9w0AppoCE

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For Once In My Life

Listed as The Harvard Opportunes – For Once In My Life (Stevie) · Watch on YouTube

youtube_video 3Y4rw3EJ26A · row 3Y4rw3EJ26A

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American Boy

Listed as The Harvard Opportunes – American Boy (All Afternoon) · Watch on YouTube

youtube_video 5AysqWVks7Y · row 5AysqWVks7Y

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If I Ain't Got You

Listed as The Harvard Opportunes – If I Ain't Got You (All Afternoon) · Watch on YouTube

youtube_video 624mcQ83QTs · row 624mcQ83QTs

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On the Way Down

Listed as The Harvard Opportunes – On the Way Down (Off the Page) · Watch on YouTube

youtube_video 6raUJud-48g · row 6raUJud-48g

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The River of Dreams

Listed as The Harvard Opportunes – The River of Dreams (On the Edge) · Watch on YouTube

youtube_video 7It-IBa97TY · row 7It-IBa97TY

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Right Here (Departed)

Listed as The Harvard Opportunes – Right Here (Departed) (Bring Me Back) · Watch on YouTube

youtube_video 7OJdoftGUd0 · row 7OJdoftGUd0

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Mayberry

Listed as The Harvard Opportunes – Mayberry (Bring Me Back) · Watch on YouTube

youtube_video 7UgSVKIBzoA · row 7UgSVKIBzoA

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Hit 'Em Up Style

Listed as The Harvard Opportunes – Hit 'Em Up Style (Out Loud) · Watch on YouTube

youtube_video 7lGnSJ3cL4I · row 7lGnSJ3cL4I

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Cameo Lover

Listed as The Harvard Opportunes – Cameo Lover (A Moment or Two) · Watch on YouTube

youtube_video 9Hn645dhWHI · row 9Hn645dhWHI

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Barton Hollow

Listed as The Harvard Opportunes – Barton Hollow (On the Edge) · Watch on YouTube

youtube_video ApM52K-uxA4 · row ApM52K-uxA4

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U Remind Me

Listed as The Harvard Opportunes – U Remind Me (Off the Page) · Watch on YouTube

youtube_video B6rB3LVKZ8o · row B6rB3LVKZ8o

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Ordinary People

Listed as The Harvard Opportunes – Ordinary People (All Afternoon) · Watch on YouTube

youtube_video B9AmObZvu8Y · row B9AmObZvu8Y

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My Girl

Listed as The Harvard Opportunes – My Girl (Out Loud) · Watch on YouTube

youtube_video BfTZdSGW0Ac · row BfTZdSGW0Ac

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Killing Me Softly

Listed as The Harvard Opportunes – Killing Me Softly (Out Loud) · Watch on YouTube

youtube_video BiMe-bkgj8Y · row BiMe-bkgj8Y

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Electric Lady

Listed as The Harvard Opportunes – Electric Lady (All Afternoon) · Watch on YouTube

youtube_video Brec0pLQkXM · row Brec0pLQkXM

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Haven't Met You Yet

Listed as The Harvard Opportunes – Haven't Met You Yet (A Moment or Two) · Watch on YouTube

youtube_video C-w7L_PrMTU · row C-w7L_PrMTU

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Mistakes

Listed as The Harvard Opportunes – Mistakes (All Afternoon) · Watch on YouTube

youtube_video Cehi7zoxHRM · row Cehi7zoxHRM

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Last Name

Listed as The Harvard Opportunes – Last Name (Bring Me Back) · Watch on YouTube

youtube_video ChIo6bGqnlU · row ChIo6bGqnlU

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Phoenix

Listed as The Harvard Opportunes – Phoenix (All Afternoon) · Watch on YouTube

youtube_video D5_rGCxhjOk · row D5_rGCxhjOk

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All For Us

Listed as The Harvard Opportunes – All For Us (All For Us) · Watch on YouTube

youtube_video E3wH6pyvHWM · row E3wH6pyvHWM

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Let The Music Play

Listed as The Harvard Opportunes – Let The Music Play (Bring Me Back) · Watch on YouTube

youtube_video Eg6dJkMddH0 · row Eg6dJkMddH0

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Fire and Rain

Listed as The Harvard Opportunes – Fire and Rain (Bring Me Back) · Watch on YouTube

youtube_video EphGdkng_wY · row EphGdkng_wY

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How Will I Know

Listed as The Harvard Opportunes – How Will I Know (In The Crowd) · Watch on YouTube

youtube_video F48I-xU8E4I · row F48I-xU8E4I

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Destiny's Child Medley

Listed as The Harvard Opportunes – Destiny's Child Medley (On the Edge) · Watch on YouTube

youtube_video F7DsEsnYW-0 · row F7DsEsnYW-0

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Let the Music Play

Listed as The Harvard Opportunes – Let the Music Play (On the Edge) · Watch on YouTube

youtube_video G2_3wvVn5To · row G2_3wvVn5To

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Don't You Worry 'Bout a Thing

Listed as The Harvard Opportunes – Don't You Worry 'Bout a Thing (A Moment or Two) · Watch on YouTube

youtube_video H5_Y9joPg1I · row H5_Y9joPg1I

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Wonderful

Listed as The Harvard Opportunes – Wonderful (Out Loud) · Watch on YouTube

youtube_video HgHAk1r0ONg · row HgHAk1r0ONg

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Mercy on Me

Listed as The Harvard Opportunes – Mercy on Me (On the Edge) · Watch on YouTube

youtube_video INGTfuKFYB4 · row INGTfuKFYB4

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Gravity

Listed as The Harvard Opportunes – Gravity (Bring Me Back) · Watch on YouTube

youtube_video IlQcmAr4Tnc · row IlQcmAr4Tnc

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Where I Stood

Listed as The Harvard Opportunes – Where I Stood (On the Edge) · Watch on YouTube

youtube_video Lgsi85NKTfQ · row Lgsi85NKTfQ

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When We Were on Fire

Listed as The Harvard Opportunes – When We Were on Fire (All Afternoon) · Watch on YouTube

youtube_video NNi5tSFX108 · row NNi5tSFX108

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When You Say Nothing At All

Listed as The Harvard Opportunes – When You Say Nothing At All (Off the Page) · Watch on YouTube

youtube_video Nb8N8DBWy2A · row Nb8N8DBWy2A

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My Heart With You

Listed as The Harvard Opportunes – My Heart With You (Out Loud) · Watch on YouTube

youtube_video P7Z8ALG7wIs · row P7Z8ALG7wIs

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Say (All I Need)

Listed as The Harvard Opportunes – Say (All I Need) (Bring Me Back) · Watch on YouTube

youtube_video PO22VnOorLA · row PO22VnOorLA

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Give Your Heart a Break

Listed as The Harvard Opportunes – Give Your Heart a Break (On the Edge) · Watch on YouTube

youtube_video Q79F8MIRGJM · row Q79F8MIRGJM

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Samson

Listed as The Harvard Opportunes – Samson (Bring Me Back) · Watch on YouTube

youtube_video QZ4QZ4eBJ6E · row QZ4QZ4eBJ6E

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Unwritten

Listed as The Harvard Opportunes – Unwritten (Off the Page) · Watch on YouTube

youtube_video QbF6sr_o8-c · row QbF6sr_o8-c

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Signed, Sealed, Delivered (I'm Yours)

Listed as The Harvard Opportunes – Signed, Sealed, Delivered (I'm Yours) (Stevie) · Watch on YouTube

youtube_video RIm0E-fuNWc · row RIm0E-fuNWc

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Fireflies

Listed as The Harvard Opportunes – Fireflies (Out Loud) · Watch on YouTube

youtube_video RqxgrxHQRHs · row RqxgrxHQRHs

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Cowboy Casanova

Listed as The Harvard Opportunes – Cowboy Casanova (Out Loud) · Watch on YouTube

youtube_video RuJEDfLx33c · row RuJEDfLx33c

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I Wish

Listed as The Harvard Opportunes – I Wish (Stevie) · Watch on YouTube

youtube_video TJu2afGOEUU · row TJu2afGOEUU

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FEEL YOU

Listed as The Harvard Opportunes – FEEL YOU (A Moment or Two) · Watch on YouTube

youtube_video UU5SyL3rkSo · row UU5SyL3rkSo

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My Mind

Listed as The Harvard Opportunes – My Mind (A Moment or Two) · Watch on YouTube

youtube_video XA1jq2fR6_E · row XA1jq2fR6_E

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Heavenly Father

Listed as The Harvard Opportunes – Heavenly Father (A Moment or Two) · Watch on YouTube

youtube_video Y7Ek-OyJvbw · row Y7Ek-OyJvbw

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Let the Music Play

Listed as The Harvard Opportunes – Let the Music Play (Off the Page) · Watch on YouTube

youtube_video _MOVAIZV2r4 · row _MOVAIZV2r4

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Not over You

Listed as The Harvard Opportunes – Not over You (On the Edge) · Watch on YouTube

youtube_video _QNmayyEXr8 · row _QNmayyEXr8

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Break My Heart Again

Listed as The Harvard Opportunes – Break My Heart Again (In The Crowd) · Watch on YouTube

youtube_video b-mKEb1LN2Q · row b-mKEb1LN2Q

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This Woman's Work

Listed as The Harvard Opportunes – This Woman's Work (Out Loud) · Watch on YouTube

youtube_video brSHwsQgDRs · row brSHwsQgDRs

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Forever

Listed as The Harvard Opportunes – Forever (Bring Me Back) · Watch on YouTube

youtube_video duXnoYyeS4o · row duXnoYyeS4o

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Hard Place

Listed as The Harvard Opportunes – Hard Place (Lucid) · Watch on YouTube

youtube_video fwD6fb4Fyf8 · row fwD6fb4Fyf8

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Midnight Train to Georgia

Listed as The Harvard Opportunes – Midnight Train to Georgia (Out Loud) · Watch on YouTube

youtube_video fzfeke8z6vM · row fzfeke8z6vM

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I Wish

Listed as The Harvard Opportunes – I Wish (On the Edge) · Watch on YouTube

youtube_video g4BoAAp0-vg · row g4BoAAp0-vg

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If I Go

Listed as The Harvard Opportunes – If I Go (A Moment or Two) · Watch on YouTube

youtube_video h5Q6nfrL6q4 · row h5Q6nfrL6q4

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Happy Ending

Listed as The Harvard Opportunes – Happy Ending (Bring Me Back) · Watch on YouTube

youtube_video hENQpiFDMks · row hENQpiFDMks

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Colder Weather

Listed as The Harvard Opportunes – Colder Weather (In The Crowd) · Watch on YouTube

youtube_video hW8koaY618I · row hW8koaY618I

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Denim Jacket

Listed as The Harvard Opportunes – Denim Jacket (In The Crowd) · Watch on YouTube

youtube_video hks8iGQgQbQ · row hks8iGQgQbQ

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Grows Old

Listed as The Harvard Opportunes – Grows Old (All Afternoon) · Watch on YouTube

youtube_video hr44o8PaIj8 · row hr44o8PaIj8

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Put On A Smile

Listed as The Harvard Opportunes – Put On A Smile (In The Crowd) · Watch on YouTube

youtube_video iZbMUYrGVME · row iZbMUYrGVME

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Yesterday (Live from Sanders Theater) [Bonus Track]

Listed as The Harvard Opportunes – Yesterday (Live from Sanders Theater) [Bonus Track] (On the Edge) · Watch on YouTube

youtube_video ijoSVaaJFEA · row ijoSVaaJFEA

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Would You Go With Me

Listed as The Harvard Opportunes – Would You Go With Me (On the Edge) · Watch on YouTube

youtube_video jRQos8NIGS8 · row jRQos8NIGS8

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Breakeven

Listed as The Harvard Opportunes – Breakeven (Out Loud) · Watch on YouTube

youtube_video kmMF4CI4YKw · row kmMF4CI4YKw

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Save Tonight

Listed as The Harvard Opportunes – Save Tonight (Off the Page) · Watch on YouTube

youtube_video l-Izumf9Q-s · row l-Izumf9Q-s

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Searching for a Feeling

Listed as The Harvard Opportunes – Searching for a Feeling (A Moment or Two) · Watch on YouTube

youtube_video lUCJLJ7exvI · row lUCJLJ7exvI

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Something Like That

Listed as The Harvard Opportunes – Something Like That (Off the Page) · Watch on YouTube

youtube_video mregnQkr1Pk · row mregnQkr1Pk

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Hide and Seek

Listed as The Harvard Opportunes – Hide and Seek (Off the Page) · Watch on YouTube

youtube_video msEilGZKYsA · row msEilGZKYsA

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Why Georgia

Listed as The Harvard Opportunes – Why Georgia (All Afternoon) · Watch on YouTube

youtube_video oVpELeBdKlI · row oVpELeBdKlI

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Sandcastles

Listed as The Harvard Opportunes – Sandcastles (A Moment or Two) · Watch on YouTube

youtube_video ofpVzXpPyHo · row ofpVzXpPyHo

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Think About Things

Listed as The Harvard Opportunes – Think About Things (In The Crowd) · Watch on YouTube

youtube_video p2znhCB0bos · row p2znhCB0bos

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Movement

Listed as The Harvard Opportunes – Movement (Lucid) · Watch on YouTube

youtube_video p7ffXF8y9mk · row p7ffXF8y9mk

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Change In My Life

Listed as The Harvard Opportunes – Change In My Life (Bring Me Back) · Watch on YouTube

youtube_video pM9o6ZQvslE · row pM9o6ZQvslE

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We Built This City

Listed as The Harvard Opportunes – We Built This City (Off the Page) · Watch on YouTube

youtube_video pfknYLPmEwg · row pfknYLPmEwg

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Blue

Listed as The Harvard Opportunes – Blue (In The Crowd) · Watch on YouTube

youtube_video pq8eXzm6-FU · row pq8eXzm6-FU

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Here (In Your Arms)

Listed as The Harvard Opportunes – Here (In Your Arms) (Off the Page) · Watch on YouTube

youtube_video rvD-1PxZl4Y · row rvD-1PxZl4Y

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Too Easy

Listed as The Harvard Opportunes – Too Easy (Lucid) · Watch on YouTube

youtube_video s2crZ_s4NOQ · row s2crZ_s4NOQ

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Here's Where I Stand

Listed as The Harvard Opportunes – Here's Where I Stand (Off the Page) · Watch on YouTube

youtube_video s3LdQxjw3n4 · row s3LdQxjw3n4

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Where Have You Been

Listed as The Harvard Opportunes – Where Have You Been (Where Have You Been) · Watch on YouTube

youtube_video s4wO56716Ac · row s4wO56716Ac

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Come Round Soon

Listed as The Harvard Opportunes – Come Round Soon (A Moment or Two) · Watch on YouTube

youtube_video t1kbww7aPGY · row t1kbww7aPGY

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Stay With You

Listed as The Harvard Opportunes – Stay With You (On the Edge) · Watch on YouTube

youtube_video tMGqMj34Wt4 · row tMGqMj34Wt4

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Superstition

Listed as The Harvard Opportunes – Superstition (Stevie) · Watch on YouTube

youtube_video va4dIsZ0v-g · row va4dIsZ0v-g

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Remember

Listed as The Harvard Opportunes – Remember (In The Crowd) · Watch on YouTube

youtube_video x5V5qa7bDTs · row x5V5qa7bDTs

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Lady Marmalade

Listed as The Harvard Opportunes – Lady Marmalade (Bring Me Back) · Watch on YouTube

youtube_video x9ag1mEFxD8 · row x9ag1mEFxD8

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Halo/Already Gone

Listed as The Harvard Opportunes – Halo/Already Gone (Out Loud) · Watch on YouTube

youtube_video xlgtaUFIoOE · row xlgtaUFIoOE

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AudioSet 1 videos, 1 rows

1 + 1 (Beyonce) - The Harvard Opportunes

Clip 30s to 40s · Open clip on YouTube · Labels: Singing, Choir

youtube_video IwZPrTGfR_s · row unbalanced_train:IwZPrTGfR_s:30:40

AudioSetunbalanced_train

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.

Keep a copy

Provenance

JSON export SHA-256 5f0141cb36df61fd8ab28d6cdda8b99a135e33b9dc5a39e233d4dab9be8ca691

Dataset versions indexed
DatasetFileRowsLoadedSHA-256
audiosetbalanced_train_segments.csv8,8362026-09-24T10:30:36+00:003b83e5ff9ed72cfd…
audioseteval_segments.csv7,8482026-09-24T10:30:36+00:00f7055f53935f70e7…
audiosetunbalanced_train_segments.csv1,063,3332026-09-24T10:30:43+00:00bb2dfd5e4f1ced39…
laion_disco_12mtrain-00000-of-00005.parquet2,464,1842026-09-24T12:18:19+00:00f8b1f0034f8f1e94…
laion_disco_12mtrain-00001-of-00005.parquet2,464,1832026-09-24T12:32:29+00:0071d78ad14ee3f85d…
laion_disco_12mtrain-00002-of-00005.parquet2,464,1832026-09-24T12:49:06+00:000feba570a0e8e73c…
laion_disco_12mtrain-00003-of-00005.parquet2,464,1832026-09-24T13:06:37+00:0021a77d99fd85ad2f…
laion_disco_12mtrain-00004-of-00005.parquet2,464,1832026-09-24T13:24:36+00:006ac5f59958b6b813…
musiccapsmusiccaps-public.csv5,5212026-09-24T10:29:42+00:008cc109ac507b5e5a…