Frequency-dependent augmentation and convolution improve sound event detection through complementary mechanisms, as shown by class-wise, Grad-CAM, and PCA analyses.
SEMI-SUPERVISED SOUND EVENT DETECTION SYSTEM FOR DCASE 2022 TASK 4,
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Towards Understanding of Frequency Dependence on Sound Event Detection
Frequency-dependent augmentation and convolution improve sound event detection through complementary mechanisms, as shown by class-wise, Grad-CAM, and PCA analyses.