3 papers
cs.SD2024
MTDA-HSED: Mutual-Assistance Tuning and Dual-Branch Aggregating for Heterogeneous Sound Event Detection
Zehao Wang, Haobo Yue, Zhicheng Zhang +3
Sound Event Detection (SED) plays a vital role in comprehending and perceiving acoustic scenes. Previous methods have demonstrated impressive capabilities. However, they are defici…
eess.AS2024
Full-frequency dynamic convolution: a physical frequency-dependent convolution for sound event detection
Haobo Yue, Zhicheng Zhang, Da Mu +3
Recently, 2D convolution has been found unqualified in sound event detection (SED). It enforces translation equivariance on sound events along frequency axis, which is not a shift-…
cs.SD2024
SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation
Da Mu, Zhicheng Zhang, Haobo Yue +3
In the Sound Event Localization and Detection (SELD) task, Transformer-based models have demonstrated impressive capabilities. However, the quadratic complexity of the Transformer'…