Donghyun Kim

Bridging Quality and Efficiency With Spiking Mamba for Speech Bandwidth Extension

Artificial neural networks (ANN) have significantly advanced speech bandwidth extension (BWE) but suffer from high computational complexity, limiting deployment on power-constrained edge devices. While spiking neural networks (SNNs) offer an energy-efficient alternative, they often struggle to capture the long-range te...