2 papers
cs.SD2024
Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation
Myeonghoon Ryu, Hongseok Oh, Suji Lee +1
We present Unified Microphone Conversion, a unified generative framework designed to bolster sound event classification (SEC) systems against device variability. While our prior Cy…
cs.SD2024
Microphone Conversion: Mitigating Device Variability in Sound Event Classification
Myeonghoon Ryu, Hongseok Oh, Suji Lee +1
In this study, we introduce a new augmentation technique to enhance the resilience of sound event classification (SEC) systems against device variability through the use of CycleGA…