3 papers
cs.SD2026
Learning to Predict Performance-induced Emotion Differences in Classical Piano Music
Joann Ching, Gerhard Widmer
Music is often used as a medium for communicating emotion, with performers shaping perceived affect through interpretation. This study addresses the challenge of identifying and pr…
cs.SD2026
Score-Agnostic Structure Analysis in Large-Scale Performance Datasets
Patricia Hu, Silvan Peter, Gerhard Widmer
In recent years, thanks to advances in automatic music transcription (AMT), several large-scale datasets of automatically transcribed piano solo music have been released. While the…
cs.SD2025
A Study on the Data Distribution Gap in Music Emotion Recognition
Joann Ching, Gerhard Widmer
Music Emotion Recognition (MER) is a task deeply connected to human perception, relying heavily on subjective annotations collected from contributors. Prior studies tend to focus o…