2 citations · 5 across the 9 of their papers we have counts for
10 papers
PANEL: An Open-Source, Self-Hosted Web Platform for Human Evaluation of Generative Models
Matteo Spanio, Andrea Poltronieri, Mart\'ın Rocamora
Human judgement is the reference measure for evaluating generative models, yet the software used to collect it lags behing the methodology. Researchers adapt listening-test framewo…
Can LLMs understand LilyPond? A benchmark for symbolic music generation and understanding
Matteo Spanio, Mohammad Torabi, Andrea Poltronieri +1
Symbolic music evaluation for large language models remains fragmented across representations, datasets, and metrics. We introduce LilyBench, a LilyPond-based benchmark that jointl…
Evaluating Disentangled Representations for Controllable Music Generation
Laura Ibáñez-Martínez, Chukwuemeka Nkama, Andrea Poltronieri +2
Recent approaches in music generation rely on disentangled representations, often labeled as structure and timbre or local and global, to enable controllable synthesis. Yet the und…
From Discord to Harmony: Decomposed Consonance-based Training for Improved Audio Chord Estimation
Andrea Poltronieri, Xavier Serra, Martín Rocamora
Audio Chord Estimation (ACE) holds a pivotal role in music information research, having garnered attention for over two decades due to its relevance for music transcription and ana…
Semantic Web and Creative AI -- A Technical Report from ISWS 2023
Raia Abu Ahmad, Reham Alharbi, Roberto Barile +74
The International Semantic Web Research School (ISWS) is a week-long intensive program designed to immerse participants in the field. This document reports a collaborative effort p…
ChordSync: Conformer-Based Alignment of Chord Annotations to Music Audio
Andrea Poltronieri, Valentina Presutti, Martín Rocamora
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 Retriev…
The Music Meta Ontology: a flexible semantic model for the interoperability of music metadata
Jacopo de Berardinis, Valentina Anita Carriero, Albert Meroño-Peñuela +2
The semantic description of music metadata is a key requirement for the creation of music datasets that can be aligned, integrated, and accessed for information retrieval and knowl…
Classifying sequences by combining context-free grammars and OWL ontologies
Nicolas Lazzari, Andrea Poltronieri, Valentina Presutti
This paper describes a pattern to formalise context-free grammars in OWL and its use for sequence classification. The proposed approach is compared to existing methods in terms of…
The Music Annotation Pattern
Jacopo de Berardinis, Albert Meroño-Peñuela, Andrea Poltronieri +1
The annotation of music content is a complex process to represent due to its inherent multifaceted, subjectivity, and interdisciplinary nature. Numerous systems and conventions for…
Pitchclass2vec: Symbolic Music Structure Segmentation with Chord Embeddings
Nicolas Lazzari, Andrea Poltronieri, Valentina Presutti
Structure perception is a fundamental aspect of music cognition in humans. Historically, the hierarchical organization of music into structures served as a narrative device for con…