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This paper proposes Samba, a hybrid state-space architecture for audio-visual navigation that uses a Mamba State Encoder to replace GRUs and an Audio Mamba Encoder to better capture global time-frequency dependencies, achieving an 11.3% improvement in navigation success rate on the Matterport3D dataset.