AI RESEARCH
Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition
arXiv cs.NE
•
ArXi:2606.01135v1 Announce Type: new Deep learning has greatly advanced automatic speech recognition (ASR), enabling widespread deployment on edge devices such as smartphones and smart home systems. However, the computational and energy demands of deep neural networks pose significant challenges for such resource-constrained deployments,