Mouad’s Blog

About Me 🌟

Welcome to my personal blog! I am a passionate Data Scientist and Software Engineer with an interest in solving problems through data-driven solutions. With experience in building machine learning models and developing robust software systems, I aim to explore and share insights on the latest technologies, research, and projects that inspire me.

Blog Posts 📚

Here are some of the latest posts that you might find interesting

Supervised Speech Enhancement with Self-Attention

28 minute read

Published:

This article introduces a Deep Generative Speech Enhancement model that utilizes a hybrid architecture combining U-Net and Transformer models. The model is trained in a supervized manner to remove various types of noise from audio signals, enhancing the clarity and quality of speech. We have tested the model on several noise conditions, demonstrating its effectiveness across different environments.