Audio as Data
Spectrograms: Sound as an Image
8 min+75 XPStep 1/10
Slice, transform, stack
One Fourier transform tells you a sound's recipe — but not when each ingredient entered. So slice the waveform into overlapping chunks of ~25 milliseconds, FFT each chunk, and stack the results side by side. That's a spectrogram.
- X-axis — time
- Y-axis — frequency
- Color — energy at that frequency, at that moment
Here's the payoff: you can read it. Vowels paint bright horizontal bands; 's' and 'sh' smear energy high up; a dog bark is a short vertical burst. Speech becomes legible texture.