Machine Learning Revolutionizes Signal Processing
In our modern world, signals are everywhere. From the sound of a bird chirping outside your window to the images captured by satellites orbiting the Earth, signals convey information that is vital for our understanding of the world around us. Signal processing is the science behind analyzing and manipulating these signals to extract useful information. In recent years, machine learning has emerged as a powerful tool to enhance traditional signal processing techniques, unlocking new possibilities and revolutionizing various fields such as audio processing, image processing, and communications. This blog will delve into the concept of machine learning for signal processing, exploring its fundamentals, real-world applications, challenges, and opportunities. What is Signal Processing? Signal processing is the science of analyzing and manipulating signals to extract useful information. A signal is a variable that conveys information, such as sound, images, or sensor data. Signal proce...