We introduce a dataset for facilitating audio-visual analysis of music performances. The
dataset comprises 44 simple multi-instrument classical music pieces assembled from …

In the physical sciences and engineering domains, music has traditionally been considered
an acoustic phenomenon. From a perceptual viewpoint, music is naturally associated with …

In audio-visual recordings of music performances, visual cues from instrument players
exhibit good temporal correspondence with the audio signals and the music content. These …

Separating a song into vocal and accompaniment components is an active research topic,
and recent years witnessed an increased performance from supervised training using deep …

Bu çalışmada, başlangıç seviyesi keman eğitiminde kullanmak amacıyla keman
öğrenenlere çalma performanslarıyla ilgili bir geri dönüt sağlayacak karmaşık spektral fark …

When we talk about music, we tend to view it as an art of sound. However, it is much broader
than that. We watch music performances, read musical scores, and memorize lyrics of …

Bu çalışmada, başlangıç seviyesi keman eğitiminde kullanmak amacıyla keman
öğrenenlere çalma performanslarıyla ilgili bir geri dönüt sağlayacak karmaşık spektral fark …

In this thesis we propose a bottom-up approach for modelling instrumental gestures and
techniques, using piano pedalling as a case study. Pedalling gestures play a vital role in …