Chage View title with taxonomy term
In the contextual filters click on override title and set it to %1
Specify validation criteria to taxonomy term and select the vocabulary
Leave the views title empty.


This will set the present's term's title as the view's title.

If need you can add "text" %1 to display the text appended to the term's name.