16 citations · 25 across the 12 of their papers we have counts for
12 papers
Large-Scale Evaluation of Advanced Imputation Methods for Missing Values in Smart Meter Data
Daniela Stojcheska, Marija Markovska, Dimitar Taskovski +2
Accurate and reliable collection of electricity consumption data through Advanced Metering Infrastructure (AMI) is of great importance for the operation of smart grids, especially…
Arabic ASR on the SADA Large-Scale Arabic Speech Corpus with Transformer-Based Models
Branislav Gerazov, Marcello Politi, Sébastien Bratières
We explore the performance of several state-of-the-art automatic speech recognition (ASR) models on a large-scale Arabic speech dataset, the SADA (Saudi Audio Dataset for Arabic),…
MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction
Mohammed Salah Al-Radhi, Géza Németh, Branislav Gerazov
Speech synthesis from intracranial EEG (iEEG) signals offers a promising avenue for restoring communication in individuals with severe speech impairments. However, achieving intell…
Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language
Stefan Krsteski, Matea Tashkovska, Borjan Sazdov +2
The increase in technological adoption worldwide comes with demands for novel tools to be used by the general population. Large Language Models (LLMs) provide a great opportunity i…
Matrix Profile based Anomaly Detection in Streaming Gait Data for Fall Prevention
Branislav Gerazov, Elena Hadzieva, Andrei Krivosei +4
The automatic detection of gait anomalies can lead to systems that can be used for fall detection and prevention. In this paper, we present a gait anomaly detection system based on…
A System for Differentiation of Schizophrenia and Bipolar Disorder based on rsfMRI
Daniela Janeva, Stefan Krsteski, Matea Tashkovska +5
Schizophrenia and bipolar disorder are debilitating psychiatric illnesses that can be challenging to diagnose accurately. The similarities between the diseases make it difficult to…
Macedonian Speech Synthesis for Assistive Technology Applications
Bojan Sofronievski, Elena Velovska, Martin Velichkovski +9
Speech technology is becoming ever more ubiquitous with the advance of speech enabled devices and services. The use of speech synthesis in Augmentative and Alternative Communicatio…
Exploration strategies for articulatory synthesis of complex syllable onsets
Daniel R. van Niekerk, Anqi Xu, Branislav Gerazov +3
High-quality articulatory speech synthesis has many potential applications in speech science and technology. However, developing appropriate mappings from linguistic specification…
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…