4 papers
Scorpiano -- A System for Automatic Music Transcription for Monophonic Piano Music
Bojan Sofronievski, Branislav Gerazov
Music transcription is the process of transcribing music audio into music notation. It is a field in which the machines still cannot beat human performance. The main motivation for…
Evaluating Features and Metrics for High-Quality Simulation of Early Vocal Learning of Vowels
Branislav Gerazov, Daniel van Niekerk, Anqi Xu +3
The way infants use auditory cues to learn to speak despite the acoustic mismatch of their vocal apparatus is a hot topic of scientific debate. The simulation of early vocal learni…
A Weighted Superposition of Functional Contours Model for Modelling Contextual Prominence of Elementary Prosodic Contours
Branislav Gerazov, Gérard Bailly, Yi Xu
The way speech prosody encodes linguistic, paralinguistic and non-linguistic information via multiparametric representations of the speech signals is still an open issue. The Super…
A Variational Prosody Model for Mapping the Context-Sensitive Variation of Functional Prosodic Prototypes
Branislav Gerazov, Gérard Bailly, Omar Mohammed +2
The quest for comprehensive generative models of intonation that link linguistic and paralinguistic functions to prosodic forms has been a longstanding challenge of speech communic…