In the ever-evolving landscape of modern technology, electromagnetics plays a ubiquitous role, from medical imaging to remote sensing. Understanding how light interacts with various objects and...
Unlocking the Spoken Word: A Deep Dive into Automatic Speech Recognition (ASR) in the Fearless Steps Project In our increasingly connected world, human-machine interactions through speech have become...
Unmasking Voices: A Deep Dive into Speaker Identity Detection (SID) in the Fearless Steps Project In the exciting world of human-machine interactions, speech processing is paramount for extracting...
The Silent Revolution: Precisely Pinpointing Speech in Audio In our increasingly voice-driven world, from virtual assistants to smart home devices and automated call centers, understanding when...
Unveiling Hidden Structures: A Deep Dive into Gaussian Mixture Models In the world of data science, we often encounter datasets that don’t neatly fit into a single, simple distribution. Imagine...
In linear regression, Ordinary Least Squares (OLS) is a powerful method for finding the best-fit line for a dataset. Its primary appeal is that it offers a closed-form solution, meaning you can...
Signal processing is a fascinating field that allows us to synthesize, transform, and analyze signals, with a particular focus on sound. In our modern digital world, converting continuous analog sound...
Have you ever wondered how machine learning algorithms can both categorise data and simplify complex datasets without losing crucial information? Meet Linear Discriminant Analysis (LDA), a powerful...
Understanding how signals behave in the frequency domain is crucial for engineers working with digital speech. The Fourier Transform is our most powerful tool for this, allowing us to decompose...