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Mathematics

Fast Fourier Transform (FFT)

Quick fact

A 1-second audio clip with 44,100 samples would need about 1.9 billion complex multiplications for a direct DFT, while the FFT reduces this to roughly 700,000 operations—thousands of times faster, and enough to make real-time analysis possible.

Why this is interesting

You've seen an audio equalizer's bars dancing to music—but how does a computer instantly separate a messy sound wave into distinct frequencies? The answer is the Fast Fourier Transform (FFT).