3 papers
cs.SD2026
Neuromorphic Speech Enhancement with Dual-Branch Spiking Neural Networks
Taiyu Meng, Wenbin Jiang, Haoyi Zhang +2
Spiking neural network (SNN)-based neuromorphic speech enhancement has emerged as a promising paradigm due to its energy efficiency, yet it still underperforms classical artificial…
eess.AS2026
Time-Unconditional Generative Speech Enhancement via Autonomous Rectified Flow
Wen Zhang, Wenbin Jiang, Yang Zhang +1
Most generative speech enhancement methods rely on explicit time-step embeddings for temporal conditioning. In this paper, we propose the Autonomous Rectified Flow framework, which…
cs.SD2026
KFC-KWS: Keyframe Fusion with CTC for User-Defined Keyword Spotting
Jin Li, Wenbin Jiang, Ji Hu
User-defined keyword spotting (KWS) enables personalized voice interaction by detecting user-specified keywords. A key challenge in this task is distinguishing target keywords from…