Before revision: Speech separation has been well-developed while there are still problems waiting to be solved. The main problem we focus on in this paper is the frequent label permutation switching of permutation invariant training (PIT) .
After revision: Speech separation has been well developed, with the very successful permutation invariant training (PIT) .