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Extreme__More Than Words
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Extreme__More Than Words.4
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Extreme__More Than Words.7
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Extreme__More Than Words.2
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Extreme__More Than Words.5
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Extreme__More Than Words.1
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Extreme__More Than Words.3
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Extreme__More Than Words.6
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Fatboy Slim__Right Here, Right Now
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Fatboy Slim__Right Here, Right Now.1
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Fatboy Slim__Praise You
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Fatboy Slim__Going Out of My Head
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Fatboy Slim__Praise You.1
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Fatboy Slim__How Can You Hear Us?
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The Clash__Rock in the Casbah.1
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The Clash__London's Burning
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The Clash__Rock in the Casbah
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The Clash__Rock in the Casbah.2
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The Clash__Should I Stay or Should I Go
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The Clash__Should I Stay or Should I Go.1
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Mily Balakirev__Islamey
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Buena Vista Social Club__El cuarto de Tula
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Buena Vista Social Club__Murmullo
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Buena Vista Social Club__Candela
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No Doubt__Don't Speak.3
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No Doubt__Don't Speak.2
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No Doubt__Just a Girl.3
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No Doubt__Don't Speak.5
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No Doubt__Don't Speak.1
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No Doubt__Don't Speak.4
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No Doubt__Hey You
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No Doubt__Just a Girl
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No Doubt__Just a Girl.2
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No Doubt__Don't Speak
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No Doubt__Ex-Girlfriend
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No Doubt__Just a Girl.4
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No Doubt__Just a Girl.1
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No Doubt__Spiderwebs
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No Doubt__Don't Speak.6
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Izabella__Shame Shame Shame
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KWS__Please Don't Go
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Bizet Georges__Farandole (from
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Bizet Georges__Carmen
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Bizet Georges__Carmen Highlights - Habanera
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Renee de Haan__Vuile huichelaar
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Renee de Haan__De nacht is nog zo lang
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Johnson James P__Carolina Shout
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Vanessa Paradis__Be My Baby
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Nik Kershaw__Wouldn't It Be Good
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Terry Jacks__Seasons in the Sun.2
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Terry Jacks__Seasons in the Sun.1
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Terry Jacks__Seasons in the Sun
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The Shadows__FBI
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The Shadows__Walk Don't Run
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The Shadows__Wonderful Land
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The Shadows__Dance On
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The Shadows__Sleepwalk.2
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The Shadows__Kontiki
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The Shadows__Atlantis.1
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The Shadows__Unchained Melody
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The Shadows__Guitar Tango
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The Shadows__Theme From 'The Deerhunter' (Cavatina)
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The Shadows__Apache.2
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The Shadows__Atlantis
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The Shadows__Guitar Tango.1
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The Shadows__Kontiki.1
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The Shadows__Kontiki.2
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The Shadows__Sleepwalk
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The Shadows__Riders in the Sky.1
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The Shadows__Wonderful Land.1
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The Shadows__Apache.3
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The Shadows__Sleepwalk.1
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The Shadows__Apache.1
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The Shadows__Riders in the Sky
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The Shadows__Foot Tapper
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The Shadows__Apache
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The Shadows__Quartermaster Stores
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The Shadows__FBI.1
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The Shadows__Guitar Boogie
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elgar__Pomp and Circumstances March No.1
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Simon Paul__50 Ways to Leave Your Lover.1
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Simon Paul__Loves Me Like a Rock
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Simon Paul__You Can Call Me Al.1
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Simon Paul__At the Zoo
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Simon Paul__Hazy Shade of Winter
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Simon Paul__Late In The Evening
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Simon Paul__50 Ways to Leave Your Lover
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Simon Paul__Mother and Child Reunion
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Simon Paul__You Can Call Me Al
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Simon Paul__Me and Julio Down by the School Yard
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Simon Paul__Kodachrome
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The Ventures__Joker's Wild
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The Ventures__Bulldog
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The Ventures__Bluebird
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The Ventures__Walk Don't Run.1
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The Ventures__Bird Rockers
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The Ventures__Walk Don't Run
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The Ventures__I Feel Fine
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The Ventures__Besame Mucho
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The Ventures__Gringo
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End of preview. Expand
in Data Studio
LMD Deduplication Supplements
This repository provides pre-computed embedding files extracted from the Lakh MIDI Dataset (LMD-clean and LMD-full) using the CAugBERT and CLaMP-1024 models.
These embeddings were used in our paper:
"On the De-duplication of the Lakh MIDI Dataset" (ISMIR 2025)
[Paper] | [GitHub Code]
Contents
Each folder includes:
embeddings.pt: Torch tensor of embeddings (shape: N × D)refs.txt: List of MIDI filenames corresponding to each embedding row
Usage
import torch
# Load embeddings
embeddings_dir = './lmd_full_to_lmd_full_0.95__caugbert_embedding.npy/'
emb = torch.load(embeddings_dir + "embeddings.pt")
# Load references (MIDI filenames)
with open(embeddings_dir + "refs.txt") as f:
refs = [line.strip() for line in f]
print(emb.shape, len(refs))
# Example: torch.Size([168662, 512]) 168662
For details on how these embeddings are used in duplicate detection and evaluation, please refer to the
Evaluate and De-duplication sections of the main repository.
Note
Due to storage limits, we only provide embeddings from CAugBERT and CLaMP-1024 here. If you need embeddings from other models (e.g., CLaMP-512, MusicBERT, etc.), please contact: Eunjin Choi ([email protected])
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