# Timbre

Click For MATLAB Demo:

A Multi-Dimensional Model

## Average: Spectral Centroid/Brightness

Spectral centroid is formulated as the weighted mean of the time-frequency spectrum. It characterize the spectrum by specifying where the frequency center of the spectrum is located. Brightness is defined to be the proportion of the overall magnitude above certain frequency. Both could be used for the analysis of the average of the spectrum

## Variation: Spectral Flux

Spectral flux is defined to be the fluctuations of the time-frequency spectrum. Different norms are used for different purposes and the most widely-accepted definition is 2-norm. In this case, spectral flux is calculated as the sum of squared differences between different frame's (or timepoint's) frequency diagram.

## Attack Time

Attack time is defined to be the temporal duration of rise of a peak in a novel curve or a detection curve. A detection curve is the curve of energy throughout time and each peak in the detection curve corresponds to an event such as a note. It could characterize the type of instrument or the timbre of the preformance.