Omni-directional attention mechanism based on Mamba for speech separation

Ke Xue, Chang Sun, Rongfei Fan +2

Mamba, a selective state-space model (SSM), has emerged as an efficient alternative to Transformers for speech modeling, enabling long-sequence processing with linear complexity. W…