João Fernando Mari

Efficient speech denoising using CleanUNet optimized with Mamba and hybrid spectral loss

Abstract Speech enhancement aims to recover clean speech from signals degraded by noise and adverse acoustic conditions, such as background interference and echo. CleanUNet has emerged as an effective solution for causal speech denoising, but its high computational demands limit...