It is not referred to as a change in pitch, usually people call it intonation or accent, but the actual change in sounds is a change in pitch.

The closest thing in English is "uh-oh" (said when you make a mistake). It goes high-low. If you reverse the pitches it sounds completely wrong.

The pitch change in Japanese words is smaller than "uh-oh" but it's the same basic idea.