2 papers
cs.SD2022
Impact of Acoustic Event Tagging on Scene Classification in a Multi-Task Learning Framework
Rahil Parikh, Harshavardhan Sundar, Ming Sun +2
Acoustic events are sounds with well-defined spectro-temporal characteristics which can be associated with the physical objects generating them. Acoustic scenes are collections of…
cs.SD2022
Federated Self-Supervised Learning for Acoustic Event Classification
Meng Feng, Chieh-Chi Kao, Qingming Tang +4
Standard acoustic event classification (AEC) solutions require large-scale collection of data from client devices for model optimization. Federated learning (FL) is a compelling fr…