Semi-Supervised Sound Event Detection with Conditional Mixup and Embedding-Level Contrastive Loss

Nian Shao, Xian Li, Xiaofei Li

Sound event detection (SED) is a core module for acoustic environmental analysis, yet its performance is often limited by scarce labeled data. Recent systems leverage large pretrai…