Zhongqiu Wang

Boosting Unknown-Number Speaker Separation with Transformer Decoder-Based Attractor

We propose a novel speech separation model designed to separate mixtures with an unknown number of speakers. The proposed model stacks 1) a dual-path processing block that can model spectro-temporal patterns, 2) a transformer decoder-based attractor (TDA) calculation module that can deal with an unk…