[HTML][HTML] Multimodal music datasets? Challenges and future goals in music processing
The term “multimodal music dataset” is often used to describe music-related datasets that
represent music as a multimedia art form and multimodal experience. However, the term …
represent music as a multimedia art form and multimodal experience. However, the term …
Optimizing Feature Extraction for Symbolic Music
F Simonetta, A Llorens, M Serrano… - arXiv preprint arXiv …, 2023 - arxiv.org
This paper presents a comprehensive investigation of existing feature extraction tools for
symbolic music and contrasts their performance to determine the set of features that best …
symbolic music and contrasts their performance to determine the set of features that best …
[HTML][HTML] A perceptual measure for evaluating the resynthesis of automatic music transcriptions
This study focuses on the perception of music performances when contextual factors, such
as room acoustics and instrument, change. We propose to distinguish the concept of …
as room acoustics and instrument, change. We propose to distinguish the concept of …
Towards Context-Aware Neural Performance-Score Synchronisation
R Agrawal - arXiv preprint arXiv:2206.00454, 2022 - arxiv.org
Music can be represented in multiple forms, such as in the audio form as a recording of a
performance, in the symbolic form as a computer readable score, or in the image form as a …
performance, in the symbolic form as a computer readable score, or in the image form as a …
Optical Music Recognition in Manuscripts from the Ricordi Archive
F Simonetta, R Mondal, LA Ludovico… - arXiv preprint arXiv …, 2024 - arxiv.org
The Ricordi archive, a prestigious collection of significant musical manuscripts from
renowned opera composers such as Donizetti, Verdi and Puccini, has been digitized. This …
renowned opera composers such as Donizetti, Verdi and Puccini, has been digitized. This …
PQG-A2SA: Performance Quantification Guided Audio-to-Score Alignment for Orchestral Music
Audio-to-score alignment is a multi-modal task that aims at generating an accurate mapping
between symbolic and signal-level representations of musical signals, which is important for …
between symbolic and signal-level representations of musical signals, which is important for …
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio
In the Western music tradition, chords are the main constituent components of harmony, a
fundamental dimension of music. Despite its relevance for several Music Information …
fundamental dimension of music. Despite its relevance for several Music Information …
Regularized DTW in Offline Music Score-Following for Sight-Singing Based on Sol-fa Name Recognition
R Li, K Yu - 2022 IEEE International Conference on Multimedia …, 2022 - ieeexplore.ieee.org
The automatic scoring of singing evaluation is a hot topic in recent years. Improving the
score following effect is the first step to improve the accuracy of evaluation. Most of the …
score following effect is the first step to improve the accuracy of evaluation. Most of the …
Acoustics-specific Piano Velocity Estimation
F Simonetta, S Ntalampiras… - 2022 IEEE 24th …, 2022 - ieeexplore.ieee.org
Motivated by the state-of-art psychological research, we note that a piano performance
transcribed with existing Automatic Music Transcription (AMT) methods cannot be …
transcribed with existing Automatic Music Transcription (AMT) methods cannot be …
Music interpretation analysis. A multimodal approach to score-informed resynthesis of piano recordings
F Simonetta - arXiv preprint arXiv:2205.00941, 2022 - arxiv.org
This Thesis discusses the development of technologies for the automatic resynthesis of
music recordings using digital synthesizers. First, the main issue is identified in the …
music recordings using digital synthesizers. First, the main issue is identified in the …