After googling I found method to use pidgin festival in Ubuntu.
First, make sure that you already meet below requirement:
1.
Pidgin already installed.
2. Pidgin festival plugin already installed and activated from tools -> plugin
After make sure all installed, follow below simple steps:
1. Go to Pidgin -> tool -> preferences