February 2014
Beginner to intermediate
288 pages
7h 19m
English
Content preview from Introduction to Audio Analysis
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3
Signal Transforms and Filtering Essentials
Abstract
This chapter presents methods towards the representation of audio signals in the frequency domain. Special emphasis has been placed on the description of the Discrete Fourier Transform because a lot of material in later chapters of this book assumes that the reader is familiar with this particular transform. Furthermore, the chapter aims at presenting the fundamentals of digital filters in MATLAB, so that, in the end of this chapter, the reader will be able to create and experiment with basic filter types and understand how they can affect the performance of various audio analysis stages.
Keywords
Discrete Fourier Transform
DFT
Fast Fourier Transform
FFT
Short-Time Fourier Transform
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