This project presents a comprehensive framework to address class imbalance in the PTB-XL electrocardiogram (ECG) dataset by integrating diffusion models with state-of-the-art deep learning architectures, including 1D-CNN-LSTM ...

Recent advancements in text-to-speech (TTS) technology have made synthetic speech sound more natural and expressive. However, creating audiobook narration that accurately captures emotions and maintains context over multiple ...

Effective multi-robot search and rescue hinges on rapid exploration, robust situational awareness, and judicious use of scarce bandwidth. This paper introduces a hybrid coordination architecture that combines centralised ...

Medical information from various sources has to be integrated and compiled together to provide a better understanding of a patient’s health. Mappings between different standards and domain ontologies are constructed to ...

This project endeavours to bridge the gap in hardware-based education by developing integrated hardware and software solutions for remote learning environments. Our primary objective is to enable hardware-based courses and ...

The project aims to develop the Chef Turing Test to assess a machine's capacity to emulate a human chef's culinary skills and knowledge. This test encompasses various criteria, including recipe creation, ingredient knowledge, ...

Constructing codes that are easy to encode and decode, can detect and correct many errors and have a sufficiently large number of codewords is the primary aim of coding theory. Several metrics (e.g. Hamming metric, Lee ...

Ergodic theory often involves dealing with transformations of measure spaces that preserve specific measures, such as volume or probability measures. These transformations establish a framework for studying the behavior ...

Coresets are small, weighted summaries of large datasets such that solutions found on this summary are provably competitive with those found on the entire dataset. This work studies the use of coresets in the field of ...

The contemporary college landscape is characterized by an abundance of academic courses and diverse learning paths, posing a challenge for students to navigate and optimize their academic journey efficiently. Young adults ...