Chihiro Watanabe

Attentionpit: Soft Permutation Invariant Training for Audio Source Separation with Attention Mechanism

Permutation invariant training (PIT) has recently attracted attention as a framework to achieve end-to-end time-domain audio source separation. Its goal is to train a separation network that takes a mixture signal as input and produces the J underlying source signals. Since the order of the output s…