What is audio spectrum analysis?

In a nutshell, audio spectrum analysis is this process which lets us analyse the frequency properties of an analogue audio signal. Through the spectral analysis process, we can break down an audio signal into its frequency components to learn more about the audio signal, characterising its structure and frequency components.

What is introduction to audio analysis?

Introduction to Audio Analysis serves as a standalone introduction to audio analysis, providing theoretical background to many state-of-the-art techniques. It covers the essential theory necessary to develop audio engineering applications, but also uses programming techniques, notably MATLAB, to take a more applied approach to the topic.

What is automated audio analysis?

Automated audio analysis is a powerful tool for noise analysts, allowing them to save time and improve the accuracy of their work. By using AI and machine learning techniques to automatically analyse audio data, noise analysts can focus on higher-level tasks like data interpretation and decision-making.

Why are audio analysis and signal processing underrepresented in data scientist training?

Audio analysis and signal processing have benefited greatly from machine learning and deep learning techniques but are underrepresented in data scientist training and vocabulary where fields like NLP and computer vision predominate.