Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition

Tauseef Ahmed, Tao Sun, Jeronimo Castrillon +2

Deep learning has greatly advanced automatic speech recognition (ASR), enabling widespread deployment on edge devices such as smartphones and smart home systems. However, the compu…