I will setup QoS (Quality of Service) on my Router. How much bandwidth do I have to reserve for VoIP connections?

It depends on the type of compression. The bandwidth for Voice over IP is between 12 and 80 KBit/s. Please note that these values are theoretical. For practice: As much bandwidth as possible.