Original: This is because the pronunciation of the combination of Greek letters has changed from ancient to modern times from one of to either or, depending on what follows (see Greek orthography).
Simplified: Tau (uppercase\/lowercase), is the letter of the Greek alphabet, used to represent the "t" sound in Ancient and Modern Greek.