Lightweight deep neural networks for acoustic scene classification and an effective visualization for presenting sound scene contexts

L Pham, D Ngo, D Salovic, A Jalali, A Schindler… - Applied Acoustics, 2023 - Elsevier
In this paper, we propose lightweight deep neural networks for Acoustic Scene Classification
(ASC) and a visualization method for presenting a sound scene context. To this end, we first …

Joint Analysis of Acoustic Scenes and Sound Events in Multi-Task Learning Based on Cross_MMoE Model and Class-Balanced Loss

L Zhang, M Wu, X Cai, Y Li, W Liu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
Acoustic scene classification (ASC) and sound event detection (SED) are two research
directions in the field of acoustics, and they are closely related. Previous works have …