Our Sound Scene Understanding Team presented two papers at IEEE ICASSP 2022: ① “Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation” and ② “Neural Full-Rank Spatial Covariance Analysis for Blind Source Separation”.