100uF electrolytic - power supply
A decoupling capacitor sits across a power rail to absorb sudden current spikes.
When the PAM8403 plays a loud sound it draws a burst of current from the 5V line. Without this cap, that spike causes a tiny voltage drop which comes out as hiss or noise through the speaker. The cap provides instant local current, keeping the supply stable.