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07/29/2023
Moisesdb: A dataset for source separation beyond 4-stems
In this paper, we introduce the MoisesDB dataset for musical source sepa...
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10/07/2022
Supervised and Unsupervised Learning of Audio Representations for Music Understanding
In this work, we provide a broad comparative analysis of strategies for ...
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07/30/2021
Artist Similarity with Graph Neural Networks
Artist similarity plays an important role in organizing, understanding, ...
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10/22/2020
Mood Classification Using Listening Data
The mood of a song is a highly relevant feature for exploration and reco...
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08/16/2018
Automatic Chord Recognition with Higher-Order Harmonic Language Modelling
Common temporal models for automatic chord recognition model chord chang...
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08/16/2018
Genre-Agnostic Key Classification With Convolutional Neural Networks
We propose modifications to the model structure and training procedure t...
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08/16/2018
Improved Chord Recognition by Combining Duration and Harmonic Language Models
Chord recognition systems typically comprise an acoustic model that pred...
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06/22/2018
Evaluating language models of tonal harmony
This study borrows and extends probabilistic language models from natura...
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04/05/2018