4 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…