2 citations · 5 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
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…
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…