No. The Antarctic Treaty (1959) focuses on:
Whaling is governed separately by the International Convention for the Regulation of Whaling (1946) and the International Whaling Commission (IWC). The Southern Ocean Whale Sanctuary (1994) bans commercial whaling south of 40°S, but this is an IWC measure, not part of the Antarctic Treaty.