We propose a system for tracking beats and downbeats with two objectives: generality
across a diverse music range, and high accuracy. We achieve generality by training on …

The automated creation of accurate musical notation from an expressive human
performance is a fundamental task in computational musicology. To this end, we present an …

Processing multiple signal sources presents a challenge but also an opportunity in music
information processing, especially when the sources provide complementary information …

This thesis develops a Transformer model based on Whisper, which extracts melodies and
chords from music audio and records them into ABC notation. A comprehensive data …

Voice conversion is a prominent area of research, which can typically be described as the
replacement of acoustic cues that relate to the perceived identity of the voice. Over almost a …

Instrumentalists who play popular music often learn songs by ear, using recordings in lieu of
sheet music or tablature. This practice was made possible by technology that allows …