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07/11/2023
Optimizing Feature Extraction for Symbolic Music
This paper presents a comprehensive investigation of existing feature ex...
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07/03/2023
musif: a Python package for symbolic music feature extraction
In this work, we introduce musif, a Python package that facilitates the ...
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08/05/2022
Deep Feature Learning for Medical Acoustics
The purpose of this paper is to compare different learnable frontends in...
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08/05/2022
Variational Autoencoders for Anomaly Detection in Respiratory Sounds
This paper proposes a weakly-supervised machine learning-based approach ...
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05/02/2022
Music Interpretation Analysis. A Multimodal Approach To Score-Informed Resynthesis of Piano Recordings
This Thesis discusses the development of technologies for the automatic ...
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03/30/2022
Context-aware Automatic Music Transcription
This paper presents an Automatic Music Transcription system that incorpo...
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02/24/2022
A Perceptual Measure for Evaluating the Resynthesis of Automatic Music Transcriptions
This study focuses on the perception of music performances when contextu...
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07/27/2021
Audio-to-Score Alignment Using Deep Automatic Music Transcription
Audio-to-score alignment (A2SA) is a multimodal task consisting in the a...
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03/04/2020
ASMD: an automatic framework for compiling multimodal datasets with audio and scores
This paper describes an open-source Python framework for handling datase...
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03/04/2020
ASMD: an automatic framework for compiling multimodal datasets
This paper describes an open-source Python framework for handling datase...
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06/24/2019
A Convolutional Approach to Melody Line Identification in Symbolic Scores
In many musical traditions, the melody line is of primary significance i...
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02/14/2019
