spectrogram

Definition

A two-dimensional time-by-frequency view of audio, produced by taking short overlapping windows and analyzing each one's frequency content. It is the standard intermediate representation in speech systems because it is compact and behaves much like an image, which lets convolutional and attention models work on it directly. Note that a magnitude spectrogram discards phase, so recovering a waveform from it requires a vocoder or a phase-reconstruction algorithm.