Kuang Yuan

Lightweight and Generalizable Acoustic Scene Representations via Contrastive Fine-Tuning and Distillation

Acoustic scene classification (ASC) models on edge devices typically operate under fixed class assumptions, lacking the transferability needed for real-world applications that require adaptation to new or refined acoustic categories. We propose ContrastASC, which learns generalizable acoustic scene…